final presentation, restructure of the repository, updated code to have weighted probabilities and more

code/Dockerfile

@@ -2,10 +2,10 @@ FROM python:3.14-slim
 
 WORKDIR /app
 
-COPY ./main.py /app
+COPY requirements.txt /app/
-COPY ./simulator.py /app
-COPY ./requirements.txt /app
 
-RUN pip install -r requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY main.py simulator.py /app/
 
 CMD ["python", "main.py"]

code/main.py

@@ -30,18 +30,6 @@ def Continue(title="") -> None:
     print()
 
 
-# def MainMenu() -> None:
-#     global currentFunction
-#     options = ["Simulator", "Calculator", "Quit"]
-#     actions: list[Callable[[], None]] = [SimulatorMenu, StopApplication]
-
-#     selectedIndex = ShowMenu(
-#         options, title="Boolean Network Simulator\nby Tom Zuidberg"
-#     )
-
-#     currentFunction = actions[selectedIndex]
-
-
 def StopApplication() -> None:
     quit()
 
@@ -151,11 +139,14 @@ def BooleanNetworkMenu(
     functionStrings: list = [None for _ in range(3)]
     functionsDirtyFlag = False
     current_highlight = 0
+    functions_highlight = 0
+    probFunctionStrings: list[list[str]] = [[] for _ in range(3)]
 
     if bn is not None and funcStrings is not None and funcs is not None:
         boolNetwork = bn
         functions = funcs
         functionStrings = funcStrings
+        probFunctionStrings = [[] for _ in range(boolNetwork.size)]
 
     def Menu() -> None:
         nonlocal current_highlight
@@ -164,10 +155,7 @@ def BooleanNetworkMenu(
             f"Set size (current: {boolNetwork.size})  WARNING: this will reset all other options!",
             f"Set state (current: {str(boolNetwork)[-boolNetwork.size :]})",
             f"Set update scheme (current: {boolNetwork.updateScheme})",
-            *[
+            "Edit update functions",
-                f"Set update function of node x{i} (current: {functionStrings[i - 1]})"
-                for i in range(1, boolNetwork.size + 1)
-            ],
             None,
             "Update once (hold ENTER for continuous updates)",
             "Update multiple times",
@@ -182,7 +170,7 @@ def BooleanNetworkMenu(
             SetSizeHelper,
             SetStateHelper,
             SetUpdateSchemeHelper,
-            *[partial(SetFunctionHelper, i) for i in range(boolNetwork.size)],
+            FunctionsMenu,
             None,
             UpdateHelper,
             MultiUpdateHelper,
@@ -204,7 +192,7 @@ def BooleanNetworkMenu(
         actions[selectedIndex]()
 
     def SetSizeHelper() -> None:
-        nonlocal boolNetwork, functions, functionStrings
+        nonlocal boolNetwork, functions, functionStrings, probFunctionStrings
         while True:
             size = input("Set new size (Leave empty to cancel):\n").strip()
             if size == "":
@@ -219,6 +207,7 @@ def BooleanNetworkMenu(
             boolNetwork = BooleanNetwork(size)
             functions = [None for _ in range(size)]
             functionStrings = [None for _ in range(size)]
+            probFunctionStrings = [[] for _ in range(size)]
             return
 
     def SetStateHelper() -> None:
@@ -237,9 +226,32 @@ def BooleanNetworkMenu(
                 print("Invalid input:", e)
 
     def SetUpdateSchemeHelper() -> None:
-        nonlocal boolNetwork
+        nonlocal boolNetwork, functions, functionStrings, functionsDirtyFlag
+
+        def AdoptFromProbabilistic() -> None:
+            nonlocal functionsDirtyFlag
+
+            for i in range(boolNetwork.size):
+                if probFunctionStrings[i]:
+                    funcString = probFunctionStrings[i][0]
+                    func = eval(
+                        "lambda "
+                        + ",".join(f"x{j}" for j in range(1, boolNetwork.size + 1))
+                        + ":"
+                        + funcString
+                    )
+                    functions[i] = func
+                    functionStrings[i] = funcString
+            functionsDirtyFlag = True
+
+        def SwitchToSynchronous() -> None:
+            wasProbabilistic = boolNetwork.updateScheme == "probabilistic"
+            boolNetwork.UseSynchronousScheme()
+            if wasProbabilistic:
+                AdoptFromProbabilistic()
 
         def SetSequentialHelper() -> None:
+            wasProbabilistic = boolNetwork.updateScheme == "probabilistic"
             while True:
                 seq = input(
                     "Set sequence. (Leave empty to cancel)\nFormat example: '1,4,3,2'\n"
@@ -252,26 +264,24 @@ def BooleanNetworkMenu(
                 try:
                     seq = [int(i) for i in seq]
                     boolNetwork.UseSequentialScheme(seq)
+                    if wasProbabilistic:
+                        AdoptFromProbabilistic()
                     return
                 except Exception as e:
                     print("Invalid input:", e)
 
-        def SetProbabilisticHelper() -> None:
+        def SwitchToAsyncRandom() -> None:
-            while True:
+            wasProbabilistic = boolNetwork.updateScheme == "probabilistic"
-                chance = input(
+            boolNetwork.UseAsynchronousRandomScheme()
-                    "Set flip chance as float between 0.0 and 1.0. (Leave empty to cancel)\n"
+            if wasProbabilistic:
-                ).strip()
+                AdoptFromProbabilistic()
-                if chance == "":
-                    print("Cancelled")
-                    return
 
-                try:
+        def SwitchToProbabilistic() -> None:
-                    chance = float(chance)
+            for i in range(boolNetwork.size):
-                    boolNetwork.UseProbabilisticScheme(chance)
+                if not probFunctionStrings[i] and functions[i] is not None:
-                    return
+                    boolNetwork.AddProbabilisticFunction(i, functions[i], 1.0)
-
+                    probFunctionStrings[i].append(functionStrings[i])
-                except Exception as e:
+            boolNetwork.UseProbabilisticScheme()
-                    print("Invalid input:", e)
 
         title = "Select update scheme:"
         options = [
@@ -282,15 +292,120 @@ def BooleanNetworkMenu(
             "Cancel",
         ]
         actions = [
-            lambda: boolNetwork.UseSynchronousScheme(),
+            SwitchToSynchronous,
             SetSequentialHelper,
-            SetProbabilisticHelper,
+            SwitchToProbabilistic,
-            lambda: boolNetwork.UseAsynchronousRandomScheme(),
+            SwitchToAsyncRandom,
             lambda: None,
         ]
 
         actions[ShowMenu(options=options, title=title)]()
 
+    def FunctionsMenu() -> None:
+        nonlocal functions_highlight
+        done: bool = False
+
+        def Menu() -> None:
+            nonlocal functions_highlight
+            title = "Edit update functions:"
+            deleteTargets: list = []
+
+            if boolNetwork.updateScheme in ("synchronous", "sequential", None):
+                options = [
+                    *[
+                        f"Set update function of node x{i} (current: {functionStrings[i - 1]})"
+                        for i in range(1, boolNetwork.size + 1)
+                    ],
+                    None,
+                    "Return",
+                ]
+                actions = [
+                    *[partial(SetFunctionHelper, i) for i in range(boolNetwork.size)],
+                    None,
+                    ReturnHelper,
+                ]
+            elif boolNetwork.updateScheme == "asynchronous_random":
+                options = [
+                    *[
+                        f"Set update function of node x{i} (current: {functionStrings[i - 1]})"
+                        for i in range(1, boolNetwork.size + 1)
+                    ],
+                    None,
+                    *[
+                        f"Set selection weight of node x{i} (current: {boolNetwork.node_selection_weights[i - 1]})"
+                        for i in range(1, boolNetwork.size + 1)
+                    ],
+                    None,
+                    "Return",
+                ]
+                actions = [
+                    *[partial(SetFunctionHelper, i) for i in range(boolNetwork.size)],
+                    None,
+                    *[partial(SetNodeWeightHelper, i) for i in range(boolNetwork.size)],
+                    None,
+                    ReturnHelper,
+                ]
+            else:  # probabilistic
+                title = "Edit update functions:\n(highlight a function entry and press 'd' to delete it)"
+                options = []
+                actions = []
+                for i in range(boolNetwork.size):
+                    for j in range(len(probFunctionStrings[i])):
+                        options.append(
+                            f"Set update function #{j + 1} of node x{i + 1} (current: {probFunctionStrings[i][j]})"
+                        )
+                        actions.append(partial(EditProbFunctionHelper, i, j))
+                        deleteTargets.append((i, j))
+                        options.append(
+                            f"Set weight of function #{j + 1} of node x{i + 1} (current: {boolNetwork.probabilistic_weights[i][j]})"
+                        )
+                        actions.append(partial(EditProbWeightHelper, i, j))
+                        deleteTargets.append(None)
+                    options.append(f"Add new function for node x{i + 1}")
+                    actions.append(partial(AddProbFunctionHelper, i))
+                    deleteTargets.append(None)
+                    options.append(None)
+                    actions.append(None)
+                    deleteTargets.append(None)
+                options.append("Return")
+                actions.append(ReturnHelper)
+                deleteTargets.append(None)
+
+            if boolNetwork.updateScheme == "probabilistic":
+                menu = TerminalMenu(
+                    menu_entries=options,
+                    title=title,
+                    multi_select=False,
+                    cursor_index=functions_highlight,
+                    accept_keys=("enter", "d"),
+                )
+                selectedIndex = menu.show()
+                if selectedIndex is None:
+                    selectedIndex = len(options) - 1
+                    acceptKey = "enter"
+                else:
+                    acceptKey = menu.chosen_accept_key
+                functions_highlight = selectedIndex
+
+                if acceptKey == "d" and deleteTargets[selectedIndex] is not None:
+                    DeleteProbFunctionHelper(*deleteTargets[selectedIndex])
+                else:
+                    actions[selectedIndex]()
+                return
+
+            selectedIndex = ShowMenu(
+                options=options, title=title, highlight_entry=functions_highlight
+            )
+            functions_highlight = selectedIndex
+            actions[selectedIndex]()
+
+        def ReturnHelper() -> None:
+            nonlocal done
+            done = True
+
+        while not done:
+            Menu()
+
     def UpdateHelper() -> None:
         nonlocal functions, boolNetwork, functionsDirtyFlag
         if functionsDirtyFlag:
@@ -377,6 +492,115 @@ def BooleanNetworkMenu(
             except Exception as e:
                 print("Error while parsing function:", e)
 
+    def SetNodeWeightHelper(index: int) -> None:
+        nonlocal boolNetwork
+        while True:
+            weight = input(
+                f"Set new selection weight for node x{index + 1}. Must be a positive number. (Leave empty to cancel)\n"
+            ).strip()
+            if weight == "":
+                print("Cancelled")
+                return
+            try:
+                weight = float(weight)
+                boolNetwork.SetNodeSelectionWeight(index, weight)
+                return
+            except Exception as e:
+                print("Invalid input:", e)
+
+    def AddProbFunctionHelper(index: int) -> None:
+        nonlocal boolNetwork, probFunctionStrings
+        while True:
+            funcString = input(
+                f"Set new function for node x{index + 1}. The function will receive all nodes in form of x1, x2, ..., x[size]. (Leave empty to cancel)\n"
+            )
+            if funcString == "":
+                print("Cancelled")
+                return
+            try:
+                func = (
+                    "lambda "
+                    + ",".join(f"x{i}" for i in range(1, boolNetwork.size + 1))
+                    + ":"
+                    + funcString
+                )
+                func = eval(func)
+                if not isinstance(func, FunctionType):
+                    print("Please enter a valid function. Got: " + func)
+                    continue
+            except Exception as e:
+                print("Error while parsing function:", e)
+                continue
+
+            weight = 1.0
+            weightInput = input(
+                "Set weight for this function. Must be a positive number. (Leave empty for default 1.0)\n"
+            ).strip()
+            if weightInput != "":
+                try:
+                    weight = float(weightInput)
+                except ValueError:
+                    print("Invalid weight, using default 1.0")
+                    weight = 1.0
+
+            try:
+                boolNetwork.AddProbabilisticFunction(index, func, weight)
+                probFunctionStrings[index].append(funcString)
+                return
+            except Exception as e:
+                print("Error while adding function:", e)
+
+    def EditProbFunctionHelper(index: int, function_index: int) -> None:
+        nonlocal boolNetwork, probFunctionStrings
+        while True:
+            funcString = input(
+                f"Set new function for node x{index + 1}, function #{function_index + 1}. (Leave empty to cancel)\n"
+            )
+            if funcString == "":
+                print("Cancelled")
+                return
+            try:
+                func = (
+                    "lambda "
+                    + ",".join(f"x{i}" for i in range(1, boolNetwork.size + 1))
+                    + ":"
+                    + funcString
+                )
+                func = eval(func)
+                if not isinstance(func, FunctionType):
+                    print("Please enter a valid function. Got: " + func)
+                    continue
+                boolNetwork.SetProbabilisticFunction(index, function_index, func)
+                probFunctionStrings[index][function_index] = funcString
+                return
+            except Exception as e:
+                print("Error while parsing function:", e)
+
+    def EditProbWeightHelper(index: int, function_index: int) -> None:
+        nonlocal boolNetwork
+        while True:
+            weight = input(
+                f"Set new weight for node x{index + 1}, function #{function_index + 1}. Must be a positive number. (Leave empty to cancel)\n"
+            ).strip()
+            if weight == "":
+                print("Cancelled")
+                return
+            try:
+                weight = float(weight)
+                boolNetwork.SetProbabilisticFunctionWeight(index, function_index, weight)
+                return
+            except Exception as e:
+                print("Invalid input:", e)
+
+    def DeleteProbFunctionHelper(index: int, function_index: int) -> None:
+        nonlocal boolNetwork, probFunctionStrings
+        try:
+            boolNetwork.RemoveProbabilisticFunction(index, function_index)
+            del probFunctionStrings[index][function_index]
+        except Exception as e:
+            print("Error while deleting function:", e)
+            Continue()
+
     def ToggleWriteToFileHelper():
         nonlocal writeToFile
         writeToFile = not writeToFile

code/simulator.py

@@ -7,6 +7,19 @@ import numpy as np
 import scipy.linalg
 
 
+def _wrap_bool_function(
+    function: Callable[Concatenate[bool, ...], bool],
+) -> Callable[Concatenate[bool, ...], bool]:
+    def wrap(*args, **kwargs) -> bool:
+        result = function(*args, **kwargs)
+        assert type(result) is bool, (
+            f"Function error: Boolean network functions must always return a bool, however got type {type(result)}, {result=}"
+        )
+        return result
+
+    return wrap
+
+
 class BooleanNetwork:
     def __init__(self, size: int) -> None:
         assert type(size) is int and size > 0, (
@@ -17,8 +30,7 @@ class BooleanNetwork:
         self.__has_update_functions = False
         self.__has_update_scheme = False
         self.__has_sequence = False
-        self.__has_flip_chance = False
+        self.__has_probabilistic_functions = False
-        self.flip_chance: float = 0
         self.sequence: list[int] = list()
         self.seed: int | None = None
         self.time_step = 0
@@ -29,21 +41,23 @@ class BooleanNetwork:
             lambda x: x for _ in range(size)
         ]
 
+        # asynchronous_random: relative likelihood that node i is the one picked
+        # to update on a given time step. Doesn't need to sum to 1 - it is
+        # normalised (weight_i / sum(weights)) whenever it is used.
+        self.node_selection_weights: list[float] = [1.0 for _ in range(size)]
+
+        # probabilistic: each node may have any number of candidate update
+        # functions. On every update, one candidate per node is drawn
+        # according to its weight (again normalised at use-time, not
+        # required to sum to 1) and applied synchronously.
+        self.probabilistic_functions: list[
+            list[Callable[Concatenate[bool, ...], bool]]
+        ] = [list() for _ in range(size)]
+        self.probabilistic_weights: list[list[float]] = [list() for _ in range(size)]
+
     def SetFunctions(
         self, functions: Iterable[Callable[Concatenate[bool, ...], bool]]
     ) -> Self:
-        def wrapper(
-            function: Callable[Concatenate[bool, ...], bool],
-        ) -> Callable[Concatenate[bool, ...], bool]:
-            def wrap(*args, **kwargs) -> bool:
-                result = function(*args, **kwargs)
-                assert type(result) is bool, (
-                    f"Function error: Boolean network functions must always return a bool, however got type {type(result)}, {result=}"
-                )
-                return result
-
-            return wrap
-
         funcs: list[Callable[Concatenate[bool, ...], bool]] = list(functions)
 
         assert len(funcs) == self.size, (
@@ -56,7 +70,7 @@ class BooleanNetwork:
                 f"Function error: Function arg amount mismatch. Given function takes {len(inspect.signature(func).parameters)} arguments, expected {self.size}"
             )
 
-            self.functions[i] = wrapper(func)
+            self.functions[i] = _wrap_bool_function(func)
 
         self.__has_update_functions = True
         return self
@@ -64,22 +78,101 @@ class BooleanNetwork:
     def SetFunction(
         self, index: int, function: Callable[Concatenate[bool, ...], bool]
     ) -> Self:
-        def wrapper(
-            function: Callable[Concatenate[bool, ...], bool],
-        ) -> Callable[Concatenate[bool, ...], bool]:
-            def wrap(*args, **kwargs) -> bool:
-                result = function(*args, **kwargs)
-                assert type(result) is bool, (
-                    f"Function error: Boolean network functions must always return a bool, however got type {type(result)}, {result=}"
-                )
-                return result
-
-            return wrap
-
         assert 0 <= index < self.size, (
             f"Function error: cannot set function at index {index} - out of bound."
         )
-        self.functions[index] = wrapper(function)
+        assert len(inspect.signature(function).parameters) == self.size, (
+            f"Function error: Function arg amount mismatch. Given function takes {len(inspect.signature(function).parameters)} arguments, expected {self.size}"
+        )
+        self.functions[index] = _wrap_bool_function(function)
+        return self
+
+    def SetNodeSelectionWeight(self, index: int, weight: float) -> Self:
+        assert 0 <= index < self.size, (
+            f"Weight error: cannot set selection weight at index {index} - out of bound."
+        )
+        assert type(weight) is float and weight > 0, (
+            f"Weight error: weight must be a positive float. got {weight=}"
+        )
+        self.node_selection_weights[index] = weight
+        return self
+
+    def AddProbabilisticFunction(
+        self,
+        index: int,
+        function: Callable[Concatenate[bool, ...], bool],
+        weight: float = 1.0,
+    ) -> Self:
+        assert 0 <= index < self.size, (
+            f"Function error: cannot add function at index {index} - out of bound."
+        )
+        assert len(inspect.signature(function).parameters) == self.size, (
+            f"Function error: Function arg amount mismatch. Given function takes {len(inspect.signature(function).parameters)} arguments, expected {self.size}"
+        )
+        assert type(weight) is float and weight > 0, (
+            f"Weight error: weight must be a positive float. got {weight=}"
+        )
+
+        self.probabilistic_functions[index].append(_wrap_bool_function(function))
+        self.probabilistic_weights[index].append(weight)
+        self.__has_probabilistic_functions = all(
+            len(functions) > 0 for functions in self.probabilistic_functions
+        )
+        return self
+
+    def SetProbabilisticFunction(
+        self,
+        index: int,
+        function_index: int,
+        function: Callable[Concatenate[bool, ...], bool],
+    ) -> Self:
+        assert 0 <= index < self.size, (
+            f"Function error: cannot set function at index {index} - out of bound."
+        )
+        assert 0 <= function_index < len(self.probabilistic_functions[index]), (
+            f"Function error: node {index} has no function at position {function_index}."
+        )
+        assert len(inspect.signature(function).parameters) == self.size, (
+            f"Function error: Function arg amount mismatch. Given function takes {len(inspect.signature(function).parameters)} arguments, expected {self.size}"
+        )
+
+        self.probabilistic_functions[index][function_index] = _wrap_bool_function(
+            function
+        )
+        return self
+
+    def SetProbabilisticFunctionWeight(
+        self, index: int, function_index: int, weight: float
+    ) -> Self:
+        assert 0 <= index < self.size, (
+            f"Weight error: cannot set weight at index {index} - out of bound."
+        )
+        assert 0 <= function_index < len(self.probabilistic_weights[index]), (
+            f"Weight error: node {index} has no function at position {function_index}."
+        )
+        assert type(weight) is float and weight > 0, (
+            f"Weight error: weight must be a positive float. got {weight=}"
+        )
+
+        self.probabilistic_weights[index][function_index] = weight
+        return self
+
+    def RemoveProbabilisticFunction(self, index: int, function_index: int) -> Self:
+        assert 0 <= index < self.size, (
+            f"Function error: cannot remove function at index {index} - out of bound."
+        )
+        assert 0 <= function_index < len(self.probabilistic_functions[index]), (
+            f"Function error: node {index} has no function at position {function_index}."
+        )
+        assert len(self.probabilistic_functions[index]) > 1, (
+            f"Function error: node {index} must keep at least one probabilistic function."
+        )
+
+        del self.probabilistic_functions[index][function_index]
+        del self.probabilistic_weights[index][function_index]
+        self.__has_probabilistic_functions = all(
+            len(functions) > 0 for functions in self.probabilistic_functions
+        )
         return self
 
     def UseSynchronousScheme(self) -> Self:
@@ -127,16 +220,9 @@ class BooleanNetwork:
         self.__has_update_scheme = True
         return self
 
-    def UseProbabilisticScheme(self, flip_chance: float) -> Self:
+    def UseProbabilisticScheme(self) -> Self:
-        if flip_chance is not None:
-            assert type(flip_chance) is float, (
-                f"Probabilistic error: given flip_chance is not a float: got {flip_chance}"
-            )
-            self.flip_chance = flip_chance
-
         self.updateScheme = "probabilistic"
         self.__has_update_scheme = True
-        self.__has_flip_chance = True
         return self
 
     def __synchronous_update(self) -> None:
@@ -150,15 +236,21 @@ class BooleanNetwork:
             self.nodes[i] = self.functions[i](*self.nodes)
 
     def __asynchronous_random_update(self) -> None:
-        index = random.randrange(0, self.size)
+        index = random.choices(
+            range(self.size), weights=self.node_selection_weights, k=1
+        )[0]
         self.nodes[index] = self.functions[index](*self.nodes)
 
     def __probabilistic_update(self) -> None:
-        self.__synchronous_update()
+        temp = list()
         for i in range(self.size):
-            rng = random.random()
+            chosen = random.choices(
-            if rng <= self.flip_chance:
+                self.probabilistic_functions[i],
-                self.nodes[i] = not self.nodes[i]
+                weights=self.probabilistic_weights[i],
+                k=1,
+            )[0]
+            temp.append(chosen(*self.nodes))
+        self.nodes = temp
 
     def SetState(self, state: str | list[bool] | tuple[bool, ...]) -> Self:
         assert isinstance(state, (str, list, tuple)), (
@@ -192,7 +284,9 @@ class BooleanNetwork:
         assert type(n) is int and n >= 0, (
             f"Update error: amount of updates must be an integer and positive. got {n=}"
         )
-        assert self.__has_update_functions, "Update error: no update functions defined"
+        assert self.updateScheme == "probabilistic" or self.__has_update_functions, (
+            "Update error: no update functions defined"
+        )
         assert self.__has_update_scheme, "Update error: no update scheme defined"
         assert type(verbose) is bool, "Update error: verbose must be a bool"
         assert type(writeToFile) is bool, "Update error: writeToFile must be a bool"
@@ -208,7 +302,9 @@ class BooleanNetwork:
             case "asynchronous_random":
                 selected_update = self.__asynchronous_random_update
             case "probabilistic":
-                assert self.__has_flip_chance, "Update error: no flip_chance defined"
+                assert self.__has_probabilistic_functions, (
+                    "Update error: no probabilistic functions defined for every node"
+                )
                 selected_update = self.__probabilistic_update
             case _:
                 raise Exception("Update error: update scheme selection went wrong")
@@ -261,36 +357,37 @@ class BooleanNetwork:
         matrix: np.ndarray = np.zeros((dimension, dimension))
 
         if self.updateScheme == "probabilistic":
-            flipChance = self.flip_chance
-            self.UseSynchronousScheme()
             for i, state in enumerate(product((False, True), repeat=self.size)):
-                self.SetState(state)
+                choice_ranges = [
-                self.Update()
+                    range(len(self.probabilistic_functions[n]))
-                for flips in product((False, True), repeat=self.size):
+                    for n in range(self.size)
-                    flipped = int(
+                ]
-                        "".join(
+                for combo in product(*choice_ranges):
-                            str(
-                                int(
-                                    self.nodes[j] if not flips[j] else not self.nodes[j]
-                                )
-                            )
-                            for j in range(self.size)
-                        ),
-                        2,
-                    )
                     prob = np.float64(1)
-                    for flip in flips:
+                    result: list[bool] = []
-                        prob *= flipChance if flip else 1 - flipChance
+                    for n in range(self.size):
-                    matrix[i][flipped] = prob
+                        weights = self.probabilistic_weights[n]
-            self.UseProbabilisticScheme(flipChance)
+                        total_weight = sum(weights)
+                        chosen_index = combo[n]
+                        prob *= weights[chosen_index] / total_weight
+                        result.append(
+                            self.probabilistic_functions[n][chosen_index](*state)
+                        )
+                    result_index = int(
+                        "".join(str(int(b)) for b in result), 2
+                    )
+                    matrix[i][result_index] += prob
             return matrix
 
         if self.updateScheme == "asynchronous_random":
+            total_weight = sum(self.node_selection_weights)
             for i, state in enumerate(product((False, True), repeat=self.size)):
                 for j in range(self.size):
                     self.SetState(state)
                     self.nodes[j] = self.functions[j](*self.nodes)
-                    matrix[i][int(self.state, 2)] += np.float64(1) / self.size
+                    matrix[i][int(self.state, 2)] += (
+                        np.float64(self.node_selection_weights[j]) / total_weight
+                    )
             return matrix
 
         for i, state in enumerate(product((False, True), repeat=self.size)):

paper-source/IEEEabrv.bib

@@ -1,447 +1,447 @@
-
+
-IEEEabrv.bib
+IEEEabrv.bib
-V1.12 (2007/01/11)
+V1.12 (2007/01/11)
-Copyright (c) 2002-2007 by Michael Shell
+Copyright (c) 2002-2007 by Michael Shell
-See: http://www.michaelshell.org/
+See: http://www.michaelshell.org/
-for current contact information.
+for current contact information.
-
+
-BibTeX bibliography string definitions of the ABBREVIATED titles of
+BibTeX bibliography string definitions of the ABBREVIATED titles of
-IEEE journals and magazines and online publications.
+IEEE journals and magazines and online publications.
-
+
-This file is designed for bibliography styles that require 
+This file is designed for bibliography styles that require 
-abbreviated titles and is not for use in bibliographies that
+abbreviated titles and is not for use in bibliographies that
-require full-length titles.
+require full-length titles.
-
+
-Support sites:
+Support sites:
-http://www.michaelshell.org/tex/ieeetran/
+http://www.michaelshell.org/tex/ieeetran/
-http://www.ctan.org/tex-archive/macros/latex/contrib/IEEEtran/
+http://www.ctan.org/tex-archive/macros/latex/contrib/IEEEtran/
-and/or
+and/or
-http://www.ieee.org/
+http://www.ieee.org/
-
+
-Special thanks to Laura Hyslop and ken Rawson of IEEE for their help
+Special thanks to Laura Hyslop and ken Rawson of IEEE for their help
-in obtaining the information needed to compile this file. Also,
+in obtaining the information needed to compile this file. Also,
-Volker Kuhlmann and Moritz Borgmann kindly provided some corrections
+Volker Kuhlmann and Moritz Borgmann kindly provided some corrections
-and additions.
+and additions.
-
+
-*************************************************************************
+*************************************************************************
-Legal Notice:
+Legal Notice:
-This code is offered as-is without any warranty either expressed or
+This code is offered as-is without any warranty either expressed or
-implied; without even the implied warranty of MERCHANTABILITY or
+implied; without even the implied warranty of MERCHANTABILITY or
-FITNESS FOR A PARTICULAR PURPOSE! 
+FITNESS FOR A PARTICULAR PURPOSE! 
-User assumes all risk.
+User assumes all risk.
-In no event shall IEEE or any contributor to this code be liable for
+In no event shall IEEE or any contributor to this code be liable for
-any damages or losses, including, but not limited to, incidental,
+any damages or losses, including, but not limited to, incidental,
-consequential, or any other damages, resulting from the use or misuse
+consequential, or any other damages, resulting from the use or misuse
-of any information contained here.
+of any information contained here.
-
+
-All comments are the opinions of their respective authors and are not
+All comments are the opinions of their respective authors and are not
-necessarily endorsed by the IEEE.
+necessarily endorsed by the IEEE.
-
+
-This work is distributed under the LaTeX Project Public License (LPPL)
+This work is distributed under the LaTeX Project Public License (LPPL)
-( http://www.latex-project.org/ ) version 1.3, and may be freely used,
+( http://www.latex-project.org/ ) version 1.3, and may be freely used,
-distributed and modified. A copy of the LPPL, version 1.3, is included
+distributed and modified. A copy of the LPPL, version 1.3, is included
-in the base LaTeX documentation of all distributions of LaTeX released
+in the base LaTeX documentation of all distributions of LaTeX released
-2003/12/01 or later.
+2003/12/01 or later.
-Retain all contribution notices and credits.
+Retain all contribution notices and credits.
-** Modified files should be clearly indicated as such, including  **
+** Modified files should be clearly indicated as such, including  **
-** renaming them and changing author support contact information. **
+** renaming them and changing author support contact information. **
-
+
-File list of work: IEEEabrv.bib, IEEEfull.bib, IEEEexample.bib,
+File list of work: IEEEabrv.bib, IEEEfull.bib, IEEEexample.bib,
-                   IEEEtran.bst, IEEEtranS.bst, IEEEtranSA.bst,
+                   IEEEtran.bst, IEEEtranS.bst, IEEEtranSA.bst,
-                   IEEEtranN.bst, IEEEtranSN.bst, IEEEtran_bst_HOWTO.pdf
+                   IEEEtranN.bst, IEEEtranSN.bst, IEEEtran_bst_HOWTO.pdf
-*************************************************************************
+*************************************************************************
-
+
-
+
-USAGE:
+USAGE:
-
+
-\bibliographystyle{mybstfile}
+\bibliographystyle{mybstfile}
-\bibliography{IEEEabrv,mybibfile}
+\bibliography{IEEEabrv,mybibfile}
-
+
-where the IEEE titles in the .bib database entries use the strings
+where the IEEE titles in the .bib database entries use the strings
-defined here. e.g.,
+defined here. e.g.,
-
+
-
+
-   journal = IEEE_J_AC,
+   journal = IEEE_J_AC,
-
+
-
+
-to yield "{IEEE} Trans. Automat. Contr."
+to yield "{IEEE} Trans. Automat. Contr."
-
+
-
+
-IEEE uses abbreviated journal titles in their bibliographies -
+IEEE uses abbreviated journal titles in their bibliographies -
-this file is suitable for work that is to be submitted to the IEEE.
+this file is suitable for work that is to be submitted to the IEEE.
-
+
-
+
-For work that requires full-length titles, you should use the full
+For work that requires full-length titles, you should use the full
-titles provided in the companion file, IEEEfull.bib.
+titles provided in the companion file, IEEEfull.bib.
-
+
-
+
-** NOTES **
+** NOTES **
-
+
- 1. Journals have been grouped according to subject in order to make it
+ 1. Journals have been grouped according to subject in order to make it
-    easier to locate and extract the definitions for related journals - 
+    easier to locate and extract the definitions for related journals - 
-    as most works use references that are confined to a single topic.
+    as most works use references that are confined to a single topic.
-    Magazines are listed in straight alphabetical order.
+    Magazines are listed in straight alphabetical order.
-
+
- 2. String names are closely based on IEEE's own internal acronyms.
+ 2. String names are closely based on IEEE's own internal acronyms.
- 
+ 
- 3. Abbreviations follow IEEE's style.
+ 3. Abbreviations follow IEEE's style.
-
+
- 4. Older, out-of-print IEEE titles are included (but not including titles
+ 4. Older, out-of-print IEEE titles are included (but not including titles
-    dating prior to IEEE's formation from the IRE and AIEE in 1963).
+    dating prior to IEEE's formation from the IRE and AIEE in 1963).
-
+
- 5. The following NEW/current journal definitions have been disabled because
+ 5. The following NEW/current journal definitions have been disabled because
-    their abbreviations have not yet been verified:
+    their abbreviations have not yet been verified:
-    
+    
-    STRING{IEEE_J_CBB        = "{IEEE/ACM} Trans. Comput. Biology Bioinformatics"}
+    STRING{IEEE_J_CBB        = "{IEEE/ACM} Trans. Comput. Biology Bioinformatics"}
-    STRING{IEEE_J_CJECE      = "Canadian J. Elect. Comput. Eng."}
+    STRING{IEEE_J_CJECE      = "Canadian J. Elect. Comput. Eng."}
-    STRING{IEEE_J_DSC        = "{IEEE} Trans. Dependable Secure Comput."}
+    STRING{IEEE_J_DSC        = "{IEEE} Trans. Dependable Secure Comput."}
-    STRING{IEEE_O_DSO        = "{IEEE} Distrib. Syst. Online"}
+    STRING{IEEE_O_DSO        = "{IEEE} Distrib. Syst. Online"}
-    
+    
- 6. The following OLD journal definitions have been disabled because
+ 6. The following OLD journal definitions have been disabled because
-    their abbreviations have not yet been found/verified:
+    their abbreviations have not yet been found/verified:
-
+
-    STRING{IEEE_J_BCTV       = "{IEEE} Trans. Broadcast Television Receivers"}
+    STRING{IEEE_J_BCTV       = "{IEEE} Trans. Broadcast Television Receivers"}
-    STRING{IEEE_J_EWS        = "{IEEE} Trans. Eng. Writing Speech"}
+    STRING{IEEE_J_EWS        = "{IEEE} Trans. Eng. Writing Speech"}
-
+
-If you know what the proper abbreviation is for a string in #5 or #6 above,
+If you know what the proper abbreviation is for a string in #5 or #6 above,
-email me and I will correct them in the next release.
+email me and I will correct them in the next release.
-
+
-
+
-
+
-
+
-
+
-IEEE Journals 
+IEEE Journals 
-
+
-
+
-
+
-aerospace and military
+aerospace and military
-@STRING{IEEE_J_AES        = "{IEEE} Trans. Aerosp. Electron. Syst."}
+@STRING{IEEE_J_AES        = "{IEEE} Trans. Aerosp. Electron. Syst."}
-@STRING{IEEE_J_ANE        = "{IEEE} Trans. Aerosp. Navig. Electron."}
+@STRING{IEEE_J_ANE        = "{IEEE} Trans. Aerosp. Navig. Electron."}
-@STRING{IEEE_J_ANNE       = "{IEEE} Trans. Aeronaut. Navig. Electron."}
+@STRING{IEEE_J_ANNE       = "{IEEE} Trans. Aeronaut. Navig. Electron."}
-@STRING{IEEE_J_AS         = "{IEEE} Trans. Aerosp."}
+@STRING{IEEE_J_AS         = "{IEEE} Trans. Aerosp."}
-@STRING{IEEE_J_AIRE       = "{IEEE} Trans. Airborne Electron."}
+@STRING{IEEE_J_AIRE       = "{IEEE} Trans. Airborne Electron."}
-@STRING{IEEE_J_MIL        = "{IEEE} Trans. Mil. Electron."}
+@STRING{IEEE_J_MIL        = "{IEEE} Trans. Mil. Electron."}
-
+
-
+
-
+
-autos, transportation and vehicles (non-aerospace)
+autos, transportation and vehicles (non-aerospace)
-@STRING{IEEE_J_ITS        = "{IEEE} Trans. Intell. Transp. Syst."}
+@STRING{IEEE_J_ITS        = "{IEEE} Trans. Intell. Transp. Syst."}
-@STRING{IEEE_J_VT         = "{IEEE} Trans. Veh. Technol."}
+@STRING{IEEE_J_VT         = "{IEEE} Trans. Veh. Technol."}
-@STRING{IEEE_J_VC         = "{IEEE} Trans. Veh. Commun."}
+@STRING{IEEE_J_VC         = "{IEEE} Trans. Veh. Commun."}
-
+
-
+
-
+
-circuits, signals, systems, audio and controls
+circuits, signals, systems, audio and controls
-@STRING{IEEE_J_SPL        = "{IEEE} Signal Process. Lett."}
+@STRING{IEEE_J_SPL        = "{IEEE} Signal Process. Lett."}
-@STRING{IEEE_J_ASSP       = "{IEEE} Trans. Acoust., Speech, Signal Process."}
+@STRING{IEEE_J_ASSP       = "{IEEE} Trans. Acoust., Speech, Signal Process."}
-@STRING{IEEE_J_AU         = "{IEEE} Trans. Audio"}
+@STRING{IEEE_J_AU         = "{IEEE} Trans. Audio"}
-@STRING{IEEE_J_AUEA       = "{IEEE} Trans. Audio Electroacoust."}
+@STRING{IEEE_J_AUEA       = "{IEEE} Trans. Audio Electroacoust."}
-@STRING{IEEE_J_AC         = "{IEEE} Trans. Autom. Control"}
+@STRING{IEEE_J_AC         = "{IEEE} Trans. Autom. Control"}
-@STRING{IEEE_J_CAS        = "{IEEE} Trans. Circuits Syst."}
+@STRING{IEEE_J_CAS        = "{IEEE} Trans. Circuits Syst."}
-@STRING{IEEE_J_CASVT      = "{IEEE} Trans. Circuits Syst. Video Technol."}
+@STRING{IEEE_J_CASVT      = "{IEEE} Trans. Circuits Syst. Video Technol."}
-@STRING{IEEE_J_CASI       = "{IEEE} Trans. Circuits Syst. {I}"}
+@STRING{IEEE_J_CASI       = "{IEEE} Trans. Circuits Syst. {I}"}
-@STRING{IEEE_J_CASII      = "{IEEE} Trans. Circuits Syst. {II}"}
+@STRING{IEEE_J_CASII      = "{IEEE} Trans. Circuits Syst. {II}"}
-in 2004 CASI and CASII renamed part title to CASI_RP and CASII_EB, respectively.
+in 2004 CASI and CASII renamed part title to CASI_RP and CASII_EB, respectively.
-@STRING{IEEE_J_CASI_RP    = "{IEEE} Trans. Circuits Syst. {I}"}
+@STRING{IEEE_J_CASI_RP    = "{IEEE} Trans. Circuits Syst. {I}"}
-@STRING{IEEE_J_CASII_EB   = "{IEEE} Trans. Circuits Syst. {II}"}
+@STRING{IEEE_J_CASII_EB   = "{IEEE} Trans. Circuits Syst. {II}"}
-@STRING{IEEE_J_CT         = "{IEEE} Trans. Circuit Theory"}
+@STRING{IEEE_J_CT         = "{IEEE} Trans. Circuit Theory"}
-@STRING{IEEE_J_CST        = "{IEEE} Trans. Control Syst. Technol."}
+@STRING{IEEE_J_CST        = "{IEEE} Trans. Control Syst. Technol."}
-@STRING{IEEE_J_SP         = "{IEEE} Trans. Signal Process."}
+@STRING{IEEE_J_SP         = "{IEEE} Trans. Signal Process."}
-@STRING{IEEE_J_SU         = "{IEEE} Trans. Sonics Ultrason."}
+@STRING{IEEE_J_SU         = "{IEEE} Trans. Sonics Ultrason."}
-@STRING{IEEE_J_SAP        = "{IEEE} Trans. Speech Audio Process."}
+@STRING{IEEE_J_SAP        = "{IEEE} Trans. Speech Audio Process."}
-@STRING{IEEE_J_UE         = "{IEEE} Trans. Ultrason. Eng."}
+@STRING{IEEE_J_UE         = "{IEEE} Trans. Ultrason. Eng."}
-@STRING{IEEE_J_UFFC       = "{IEEE} Trans. Ultrason., Ferroelectr., Freq. Control"}
+@STRING{IEEE_J_UFFC       = "{IEEE} Trans. Ultrason., Ferroelectr., Freq. Control"}
-
+
-
+
-
+
-communications
+communications
-@STRING{IEEE_J_COML       = "{IEEE} Commun. Lett."}
+@STRING{IEEE_J_COML       = "{IEEE} Commun. Lett."}
-@STRING{IEEE_J_JSAC       = "{IEEE} J. Sel. Areas Commun."}
+@STRING{IEEE_J_JSAC       = "{IEEE} J. Sel. Areas Commun."}
-@STRING{IEEE_J_COM        = "{IEEE} Trans. Commun."}
+@STRING{IEEE_J_COM        = "{IEEE} Trans. Commun."}
-@STRING{IEEE_J_COMT       = "{IEEE} Trans. Commun. Technol."}
+@STRING{IEEE_J_COMT       = "{IEEE} Trans. Commun. Technol."}
-@STRING{IEEE_J_WCOM       = "{IEEE} Trans. Wireless Commun."}
+@STRING{IEEE_J_WCOM       = "{IEEE} Trans. Wireless Commun."}
-
+
-
+
-
+
-components, packaging and manufacturing
+components, packaging and manufacturing
-@STRING{IEEE_J_ADVP       = "{IEEE} Trans. Adv. Packag."}
+@STRING{IEEE_J_ADVP       = "{IEEE} Trans. Adv. Packag."}
-@STRING{IEEE_J_CHMT       = "{IEEE} Trans. Compon., Hybrids, Manuf. Technol."}
+@STRING{IEEE_J_CHMT       = "{IEEE} Trans. Compon., Hybrids, Manuf. Technol."}
-@STRING{IEEE_J_CPMTA      = "{IEEE} Trans. Compon., Packag., Manuf. Technol. {A}"}
+@STRING{IEEE_J_CPMTA      = "{IEEE} Trans. Compon., Packag., Manuf. Technol. {A}"}
-@STRING{IEEE_J_CPMTB      = "{IEEE} Trans. Compon., Packag., Manuf. Technol. {B}"}
+@STRING{IEEE_J_CPMTB      = "{IEEE} Trans. Compon., Packag., Manuf. Technol. {B}"}
-@STRING{IEEE_J_CPMTC      = "{IEEE} Trans. Compon., Packag., Manuf. Technol. {C}"}
+@STRING{IEEE_J_CPMTC      = "{IEEE} Trans. Compon., Packag., Manuf. Technol. {C}"}
-@STRING{IEEE_J_CAPT       = "{IEEE} Trans. Compon. Packag. Technol."}
+@STRING{IEEE_J_CAPT       = "{IEEE} Trans. Compon. Packag. Technol."}
-@STRING{IEEE_J_CAPTS      = "{IEEE} Trans. Compon. Packag. Technol."}
+@STRING{IEEE_J_CAPTS      = "{IEEE} Trans. Compon. Packag. Technol."}
-@STRING{IEEE_J_CPART      = "{IEEE} Trans. Compon. Parts"}
+@STRING{IEEE_J_CPART      = "{IEEE} Trans. Compon. Parts"}
-@STRING{IEEE_J_EPM        = "{IEEE} Trans. Electron. Packag. Manuf."}
+@STRING{IEEE_J_EPM        = "{IEEE} Trans. Electron. Packag. Manuf."}
-@STRING{IEEE_J_MFT        = "{IEEE} Trans. Manuf. Technol."}
+@STRING{IEEE_J_MFT        = "{IEEE} Trans. Manuf. Technol."}
-@STRING{IEEE_J_PHP        = "{IEEE} Trans. Parts, Hybrids, Packag."}
+@STRING{IEEE_J_PHP        = "{IEEE} Trans. Parts, Hybrids, Packag."}
-@STRING{IEEE_J_PMP        = "{IEEE} Trans. Parts, Mater., Packag."}
+@STRING{IEEE_J_PMP        = "{IEEE} Trans. Parts, Mater., Packag."}
-
+
-
+
-
+
-CAD
+CAD
-@STRING{IEEE_J_TCAD       = "{IEEE} J. Technol. Comput. Aided Design"}
+@STRING{IEEE_J_TCAD       = "{IEEE} J. Technol. Comput. Aided Design"}
-@STRING{IEEE_J_CAD        = "{IEEE} Trans. Comput.-Aided Design Integr. Circuits Syst."}
+@STRING{IEEE_J_CAD        = "{IEEE} Trans. Comput.-Aided Design Integr. Circuits Syst."}
-
+
-
+
-
+
-coding, data, information, knowledge
+coding, data, information, knowledge
-@STRING{IEEE_J_IT         = "{IEEE} Trans. Inf. Theory"}
+@STRING{IEEE_J_IT         = "{IEEE} Trans. Inf. Theory"}
-@STRING{IEEE_J_KDE        = "{IEEE} Trans. Knowl. Data Eng."}
+@STRING{IEEE_J_KDE        = "{IEEE} Trans. Knowl. Data Eng."}
-
+
-
+
-
+
-computers, computation, networking and software
+computers, computation, networking and software
-@STRING{IEEE_J_C          = "{IEEE} Trans. Comput."}
+@STRING{IEEE_J_C          = "{IEEE} Trans. Comput."}
-@STRING{IEEE_J_CAL        = "{IEEE} Comput. Archit. Lett."}
+@STRING{IEEE_J_CAL        = "{IEEE} Comput. Archit. Lett."}
-disabled till definition is verified
+disabled till definition is verified
-STRING{IEEE_J_DSC         = "{IEEE} Trans. Dependable Secure Comput."}
+STRING{IEEE_J_DSC         = "{IEEE} Trans. Dependable Secure Comput."}
-@STRING{IEEE_J_ECOMP      = "{IEEE} Trans. Electron. Comput."}
+@STRING{IEEE_J_ECOMP      = "{IEEE} Trans. Electron. Comput."}
-@STRING{IEEE_J_EVC        = "{IEEE} Trans. Evol. Comput."}
+@STRING{IEEE_J_EVC        = "{IEEE} Trans. Evol. Comput."}
-@STRING{IEEE_J_FUZZ       = "{IEEE} Trans. Fuzzy Syst."}
+@STRING{IEEE_J_FUZZ       = "{IEEE} Trans. Fuzzy Syst."}
-@STRING{IEEE_J_IFS        = "{IEEE} Trans. Inf. Forensics Security"}
+@STRING{IEEE_J_IFS        = "{IEEE} Trans. Inf. Forensics Security"}
-@STRING{IEEE_J_MC         = "{IEEE} Trans. Mobile Comput."}
+@STRING{IEEE_J_MC         = "{IEEE} Trans. Mobile Comput."}
-@STRING{IEEE_J_NET        = "{IEEE/ACM} Trans. Netw."}
+@STRING{IEEE_J_NET        = "{IEEE/ACM} Trans. Netw."}
-@STRING{IEEE_J_NN         = "{IEEE} Trans. Neural Netw."}
+@STRING{IEEE_J_NN         = "{IEEE} Trans. Neural Netw."}
-@STRING{IEEE_J_PDS        = "{IEEE} Trans. Parallel Distrib. Syst."}
+@STRING{IEEE_J_PDS        = "{IEEE} Trans. Parallel Distrib. Syst."}
-@STRING{IEEE_J_SE         = "{IEEE} Trans. Softw. Eng."}
+@STRING{IEEE_J_SE         = "{IEEE} Trans. Softw. Eng."}
-
+
-
+
-
+
-computer graphics, imaging, and multimedia
+computer graphics, imaging, and multimedia
-@STRING{IEEE_J_JDT        = "{IEEE/OSA} J. Display Technol."}
+@STRING{IEEE_J_JDT        = "{IEEE/OSA} J. Display Technol."}
-@STRING{IEEE_J_IP         = "{IEEE} Trans. Image Process."}
+@STRING{IEEE_J_IP         = "{IEEE} Trans. Image Process."}
-@STRING{IEEE_J_MM         = "{IEEE} Trans. Multimedia"}
+@STRING{IEEE_J_MM         = "{IEEE} Trans. Multimedia"}
-@STRING{IEEE_J_VCG        = "{IEEE} Trans. Vis. Comput. Graphics"}
+@STRING{IEEE_J_VCG        = "{IEEE} Trans. Vis. Comput. Graphics"}
-
+
-
+
-
+
-cybernetics, ergonomics, robots, man-machine, and automation
+cybernetics, ergonomics, robots, man-machine, and automation
-@STRING{IEEE_J_ASE        = "{IEEE} Trans. Autom. Sci. Eng."}
+@STRING{IEEE_J_ASE        = "{IEEE} Trans. Autom. Sci. Eng."}
-@STRING{IEEE_J_JRA        = "{IEEE} J. Robot. Autom."}
+@STRING{IEEE_J_JRA        = "{IEEE} J. Robot. Autom."}
-@STRING{IEEE_J_HFE        = "{IEEE} Trans. Hum. Factors Electron."}
+@STRING{IEEE_J_HFE        = "{IEEE} Trans. Hum. Factors Electron."}
-@STRING{IEEE_J_MMS        = "{IEEE} Trans. Man-Mach. Syst."}
+@STRING{IEEE_J_MMS        = "{IEEE} Trans. Man-Mach. Syst."}
-@STRING{IEEE_J_PAMI       = "{IEEE} Trans. Pattern Anal. Mach. Intell."}
+@STRING{IEEE_J_PAMI       = "{IEEE} Trans. Pattern Anal. Mach. Intell."}
-in 1989 JRA became RA
+in 1989 JRA became RA
-in August 2004, RA split into ASE and RO
+in August 2004, RA split into ASE and RO
-@STRING{IEEE_J_RA         = "{IEEE} Trans. Robot. Autom."}
+@STRING{IEEE_J_RA         = "{IEEE} Trans. Robot. Autom."}
-@STRING{IEEE_J_RO         = "{IEEE} Trans. Robot."}
+@STRING{IEEE_J_RO         = "{IEEE} Trans. Robot."}
-@STRING{IEEE_J_SMC        = "{IEEE} Trans. Syst., Man, Cybern."}
+@STRING{IEEE_J_SMC        = "{IEEE} Trans. Syst., Man, Cybern."}
-@STRING{IEEE_J_SMCA       = "{IEEE} Trans. Syst., Man, Cybern. {A}"}
+@STRING{IEEE_J_SMCA       = "{IEEE} Trans. Syst., Man, Cybern. {A}"}
-@STRING{IEEE_J_SMCB       = "{IEEE} Trans. Syst., Man, Cybern. {B}"}
+@STRING{IEEE_J_SMCB       = "{IEEE} Trans. Syst., Man, Cybern. {B}"}
-@STRING{IEEE_J_SMCC       = "{IEEE} Trans. Syst., Man, Cybern. {C}"}
+@STRING{IEEE_J_SMCC       = "{IEEE} Trans. Syst., Man, Cybern. {C}"}
-@STRING{IEEE_J_SSC        = "{IEEE} Trans. Syst. Sci. Cybern."}
+@STRING{IEEE_J_SSC        = "{IEEE} Trans. Syst. Sci. Cybern."}
-
+
-
+
-
+
-earth, wind, fire and water
+earth, wind, fire and water
-@STRING{IEEE_J_GE         = "{IEEE} Trans. Geosci. Electron."}
+@STRING{IEEE_J_GE         = "{IEEE} Trans. Geosci. Electron."}
-@STRING{IEEE_J_GRS        = "{IEEE} Trans. Geosci. Remote Sens."}
+@STRING{IEEE_J_GRS        = "{IEEE} Trans. Geosci. Remote Sens."}
-@STRING{IEEE_J_GRSL       = "{IEEE} Geosci. Remote Sens. Lett."}
+@STRING{IEEE_J_GRSL       = "{IEEE} Geosci. Remote Sens. Lett."}
-@STRING{IEEE_J_OE         = "{IEEE} J. Ocean. Eng."}
+@STRING{IEEE_J_OE         = "{IEEE} J. Ocean. Eng."}
-
+
-
+
-
+
-education, engineering, history, IEEE, professional
+education, engineering, history, IEEE, professional
-disabled till definition is verified
+disabled till definition is verified
-STRING{IEEE_J_CJECE       = "Canadian J. Elect. Comput. Eng."}
+STRING{IEEE_J_CJECE       = "Canadian J. Elect. Comput. Eng."}
-@STRING{IEEE_J_PROC       = "Proc. {IEEE}"}
+@STRING{IEEE_J_PROC       = "Proc. {IEEE}"}
-@STRING{IEEE_J_EDU        = "{IEEE} Trans. Educ."}
+@STRING{IEEE_J_EDU        = "{IEEE} Trans. Educ."}
-@STRING{IEEE_J_EM         = "{IEEE} Trans. Eng. Manag."}
+@STRING{IEEE_J_EM         = "{IEEE} Trans. Eng. Manag."}
-disabled till definition is verified
+disabled till definition is verified
-STRING{IEEE_J_EWS         = "{IEEE} Trans. Eng. Writing Speech"}
+STRING{IEEE_J_EWS         = "{IEEE} Trans. Eng. Writing Speech"}
-@STRING{IEEE_J_PC         = "{IEEE} Trans. Prof. Commun."}
+@STRING{IEEE_J_PC         = "{IEEE} Trans. Prof. Commun."}
-
+
-
+
-
+
-electromagnetics, antennas, EMI, magnetics and microwave
+electromagnetics, antennas, EMI, magnetics and microwave
-@STRING{IEEE_J_AWPL       = "{IEEE} Antennas Wireless Propag. Lett."}
+@STRING{IEEE_J_AWPL       = "{IEEE} Antennas Wireless Propag. Lett."}
-@STRING{IEEE_J_MGWL       = "{IEEE} Microw. Guided Wave Lett."}
+@STRING{IEEE_J_MGWL       = "{IEEE} Microw. Guided Wave Lett."}
-IEEE seems to want "Compon." here, not "Comp."
+IEEE seems to want "Compon." here, not "Comp."
-@STRING{IEEE_J_MWCL       = "{IEEE} Microw. Wireless Compon. Lett."}
+@STRING{IEEE_J_MWCL       = "{IEEE} Microw. Wireless Compon. Lett."}
-@STRING{IEEE_J_AP         = "{IEEE} Trans. Antennas Propag."}
+@STRING{IEEE_J_AP         = "{IEEE} Trans. Antennas Propag."}
-@STRING{IEEE_J_EMC        = "{IEEE} Trans. Electromagn. Compat."}
+@STRING{IEEE_J_EMC        = "{IEEE} Trans. Electromagn. Compat."}
-@STRING{IEEE_J_MAG        = "{IEEE} Trans. Magn."}
+@STRING{IEEE_J_MAG        = "{IEEE} Trans. Magn."}
-@STRING{IEEE_J_MTT        = "{IEEE} Trans. Microw. Theory Tech."}
+@STRING{IEEE_J_MTT        = "{IEEE} Trans. Microw. Theory Tech."}
-@STRING{IEEE_J_RFI        = "{IEEE} Trans. Radio Freq. Interference"}
+@STRING{IEEE_J_RFI        = "{IEEE} Trans. Radio Freq. Interference"}
-@STRING{IEEE_J_TJMJ       = "{IEEE} Transl. J. Magn. Jpn."}
+@STRING{IEEE_J_TJMJ       = "{IEEE} Transl. J. Magn. Jpn."}
-
+
-
+
-
+
-energy and power
+energy and power
-@STRING{IEEE_J_EC         = "{IEEE} Trans. Energy Convers."}
+@STRING{IEEE_J_EC         = "{IEEE} Trans. Energy Convers."}
-@STRING{IEEE_J_PEL        = "{IEEE} Power Electron. Lett."}
+@STRING{IEEE_J_PEL        = "{IEEE} Power Electron. Lett."}
-@STRING{IEEE_J_PWRAS      = "{IEEE} Trans. Power App. Syst."}
+@STRING{IEEE_J_PWRAS      = "{IEEE} Trans. Power App. Syst."}
-@STRING{IEEE_J_PWRD       = "{IEEE} Trans. Power Del."}
+@STRING{IEEE_J_PWRD       = "{IEEE} Trans. Power Del."}
-@STRING{IEEE_J_PWRE       = "{IEEE} Trans. Power Electron."}
+@STRING{IEEE_J_PWRE       = "{IEEE} Trans. Power Electron."}
-@STRING{IEEE_J_PWRS       = "{IEEE} Trans. Power Syst."}
+@STRING{IEEE_J_PWRS       = "{IEEE} Trans. Power Syst."}
-
+
-
+
-
+
-industrial, commercial and consumer
+industrial, commercial and consumer
-@STRING{IEEE_J_APPIND     = "{IEEE} Trans. Appl. Ind."}
+@STRING{IEEE_J_APPIND     = "{IEEE} Trans. Appl. Ind."}
-@STRING{IEEE_J_BC         = "{IEEE} Trans. Broadcast."}
+@STRING{IEEE_J_BC         = "{IEEE} Trans. Broadcast."}
-disabled till definition is verified
+disabled till definition is verified
-STRING{IEEE_J_BCTV        = "{IEEE} Trans. Broadcast Television Receivers"}
+STRING{IEEE_J_BCTV        = "{IEEE} Trans. Broadcast Television Receivers"}
-@STRING{IEEE_J_CE         = "{IEEE} Trans. Consum. Electron."}
+@STRING{IEEE_J_CE         = "{IEEE} Trans. Consum. Electron."}
-@STRING{IEEE_J_IE         = "{IEEE} Trans. Ind. Electron."}
+@STRING{IEEE_J_IE         = "{IEEE} Trans. Ind. Electron."}
-@STRING{IEEE_J_IECI       = "{IEEE} Trans. Ind. Electron. Contr. Instrum."}
+@STRING{IEEE_J_IECI       = "{IEEE} Trans. Ind. Electron. Contr. Instrum."}
-@STRING{IEEE_J_IA         = "{IEEE} Trans. Ind. Appl."}
+@STRING{IEEE_J_IA         = "{IEEE} Trans. Ind. Appl."}
-@STRING{IEEE_J_IGA        = "{IEEE} Trans. Ind. Gen. Appl."}
+@STRING{IEEE_J_IGA        = "{IEEE} Trans. Ind. Gen. Appl."}
-@STRING{IEEE_J_IINF       = "{IEEE} Trans. Ind. Informat."}
+@STRING{IEEE_J_IINF       = "{IEEE} Trans. Ind. Informat."}
-@STRING{IEEE_J_PSE        = "{IEEE} J. Product Safety Eng."}
+@STRING{IEEE_J_PSE        = "{IEEE} J. Product Safety Eng."}
-
+
-
+
-
+
-instrumentation and measurement
+instrumentation and measurement
-@STRING{IEEE_J_IM         = "{IEEE} Trans. Instrum. Meas."}
+@STRING{IEEE_J_IM         = "{IEEE} Trans. Instrum. Meas."}
-
+
-
+
-
+
-insulation and materials
+insulation and materials
-@STRING{IEEE_J_JEM        = "{IEEE/TMS} J. Electron. Mater."}
+@STRING{IEEE_J_JEM        = "{IEEE/TMS} J. Electron. Mater."}
-@STRING{IEEE_J_DEI        = "{IEEE} Trans. Dielectr. Electr. Insul."}
+@STRING{IEEE_J_DEI        = "{IEEE} Trans. Dielectr. Electr. Insul."}
-@STRING{IEEE_J_EI         = "{IEEE} Trans. Electr. Insul."}
+@STRING{IEEE_J_EI         = "{IEEE} Trans. Electr. Insul."}
-
+
-
+
-
+
-mechanical
+mechanical
-@STRING{IEEE_J_MECH       = "{IEEE/ASME} Trans. Mechatronics"}
+@STRING{IEEE_J_MECH       = "{IEEE/ASME} Trans. Mechatronics"}
-@STRING{IEEE_J_MEMS       = "J. Microelectromech. Syst."}
+@STRING{IEEE_J_MEMS       = "J. Microelectromech. Syst."}
-
+
-
+
-
+
-medical and biological
+medical and biological
-@STRING{IEEE_J_BME        = "{IEEE} Trans. Biomed. Eng."}
+@STRING{IEEE_J_BME        = "{IEEE} Trans. Biomed. Eng."}
-Note: The B-ME journal later dropped the hyphen and became the BME.
+Note: The B-ME journal later dropped the hyphen and became the BME.
-@STRING{IEEE_J_B-ME       = "{IEEE} Trans. Bio-Med. Eng."}
+@STRING{IEEE_J_B-ME       = "{IEEE} Trans. Bio-Med. Eng."}
-@STRING{IEEE_J_BMELC      = "{IEEE} Trans. Bio-Med. Electron."}
+@STRING{IEEE_J_BMELC      = "{IEEE} Trans. Bio-Med. Electron."}
-disabled till definition is verified
+disabled till definition is verified
-STRING{IEEE_J_CBB         = "{IEEE/ACM} Trans. Comput. Biology Bioinformatics"}
+STRING{IEEE_J_CBB         = "{IEEE/ACM} Trans. Comput. Biology Bioinformatics"}
-@STRING{IEEE_J_ITBM       = "{IEEE} Trans. Inf. Technol. Biomed."}
+@STRING{IEEE_J_ITBM       = "{IEEE} Trans. Inf. Technol. Biomed."}
-@STRING{IEEE_J_ME         = "{IEEE} Trans. Med. Electron."}
+@STRING{IEEE_J_ME         = "{IEEE} Trans. Med. Electron."}
-@STRING{IEEE_J_MI         = "{IEEE} Trans. Med. Imag."}
+@STRING{IEEE_J_MI         = "{IEEE} Trans. Med. Imag."}
-@STRING{IEEE_J_NB         = "{IEEE} Trans. Nanobiosci."}
+@STRING{IEEE_J_NB         = "{IEEE} Trans. Nanobiosci."}
-@STRING{IEEE_J_NSRE       = "{IEEE} Trans. Neural Syst. Rehabil. Eng."}
+@STRING{IEEE_J_NSRE       = "{IEEE} Trans. Neural Syst. Rehabil. Eng."}
-@STRING{IEEE_J_RE         = "{IEEE} Trans. Rehabil. Eng."}
+@STRING{IEEE_J_RE         = "{IEEE} Trans. Rehabil. Eng."}
-
+
-
+
-
+
- optics, lightwave and photonics
+ optics, lightwave and photonics
-@STRING{IEEE_J_PTL        = "{IEEE} Photon. Technol. Lett."}
+@STRING{IEEE_J_PTL        = "{IEEE} Photon. Technol. Lett."}
-@STRING{IEEE_J_JLT        = "J. Lightw. Technol."}
+@STRING{IEEE_J_JLT        = "J. Lightw. Technol."}
-
+
-
+
-
+
-physics, electrons, nanotechnology, nuclear and quantum electronics
+physics, electrons, nanotechnology, nuclear and quantum electronics
-@STRING{IEEE_J_EDL        = "{IEEE} Electron Device Lett."}
+@STRING{IEEE_J_EDL        = "{IEEE} Electron Device Lett."}
-@STRING{IEEE_J_JQE        = "{IEEE} J. Quantum Electron."}
+@STRING{IEEE_J_JQE        = "{IEEE} J. Quantum Electron."}
-@STRING{IEEE_J_JSTQE      = "{IEEE} J. Sel. Topics Quantum Electron."}
+@STRING{IEEE_J_JSTQE      = "{IEEE} J. Sel. Topics Quantum Electron."}
-@STRING{IEEE_J_ED         = "{IEEE} Trans. Electron Devices"}
+@STRING{IEEE_J_ED         = "{IEEE} Trans. Electron Devices"}
-@STRING{IEEE_J_NANO       = "{IEEE} Trans. Nanotechnol."}
+@STRING{IEEE_J_NANO       = "{IEEE} Trans. Nanotechnol."}
-@STRING{IEEE_J_NS         = "{IEEE} Trans. Nucl. Sci."}
+@STRING{IEEE_J_NS         = "{IEEE} Trans. Nucl. Sci."}
-@STRING{IEEE_J_PS         = "{IEEE} Trans. Plasma Sci."}
+@STRING{IEEE_J_PS         = "{IEEE} Trans. Plasma Sci."}
-
+
-
+
-
+
-reliability
+reliability
-IEEE seems to want "Mat." here, not "Mater."
+IEEE seems to want "Mat." here, not "Mater."
-@STRING{IEEE_J_DMR        = "{IEEE} Trans. Device Mater. Rel."}
+@STRING{IEEE_J_DMR        = "{IEEE} Trans. Device Mater. Rel."}
-@STRING{IEEE_J_R          = "{IEEE} Trans. Rel."}
+@STRING{IEEE_J_R          = "{IEEE} Trans. Rel."}
-
+
-
+
-
+
-semiconductors, superconductors, electrochemical and solid state
+semiconductors, superconductors, electrochemical and solid state
-@STRING{IEEE_J_ESSL       = "{IEEE/ECS} Electrochem. Solid-State Lett."}
+@STRING{IEEE_J_ESSL       = "{IEEE/ECS} Electrochem. Solid-State Lett."}
-@STRING{IEEE_J_JSSC       = "{IEEE} J. Solid-State Circuits"}
+@STRING{IEEE_J_JSSC       = "{IEEE} J. Solid-State Circuits"}
-@STRING{IEEE_J_ASC        = "{IEEE} Trans. Appl. Supercond."}
+@STRING{IEEE_J_ASC        = "{IEEE} Trans. Appl. Supercond."}
-@STRING{IEEE_J_SM         = "{IEEE} Trans. Semicond. Manuf."}
+@STRING{IEEE_J_SM         = "{IEEE} Trans. Semicond. Manuf."}
-
+
-
+
-
+
-sensors
+sensors
-@STRING{IEEE_J_SENSOR     = "{IEEE} Sensors J."}
+@STRING{IEEE_J_SENSOR     = "{IEEE} Sensors J."}
-
+
-
+
-
+
-VLSI
+VLSI
-@STRING{IEEE_J_VLSI       = "{IEEE} Trans. {VLSI} Syst."}
+@STRING{IEEE_J_VLSI       = "{IEEE} Trans. {VLSI} Syst."}
-
+
-
+
-
+
-
+
-
+
-
+
-IEEE Magazines 
+IEEE Magazines 
-
+
-
+
-
+
-@STRING{IEEE_M_AES        = "{IEEE} Aerosp. Electron. Syst. Mag."}
+@STRING{IEEE_M_AES        = "{IEEE} Aerosp. Electron. Syst. Mag."}
-@STRING{IEEE_M_HIST       = "{IEEE} Ann. Hist. Comput."}
+@STRING{IEEE_M_HIST       = "{IEEE} Ann. Hist. Comput."}
-@STRING{IEEE_M_AP         = "{IEEE} Antennas Propag. Mag."}
+@STRING{IEEE_M_AP         = "{IEEE} Antennas Propag. Mag."}
-@STRING{IEEE_M_ASSP       = "{IEEE} {ASSP} Mag."}
+@STRING{IEEE_M_ASSP       = "{IEEE} {ASSP} Mag."}
-@STRING{IEEE_M_CD         = "{IEEE} Circuits Devices Mag."}
+@STRING{IEEE_M_CD         = "{IEEE} Circuits Devices Mag."}
-@STRING{IEEE_M_CAS        = "{IEEE} Circuits Syst. Mag."}
+@STRING{IEEE_M_CAS        = "{IEEE} Circuits Syst. Mag."}
-@STRING{IEEE_M_COM        = "{IEEE} Commun. Mag."}
+@STRING{IEEE_M_COM        = "{IEEE} Commun. Mag."}
-@STRING{IEEE_M_COMSOC     = "{IEEE} Commun. Soc. Mag."}
+@STRING{IEEE_M_COMSOC     = "{IEEE} Commun. Soc. Mag."}
-@STRING{IEEE_M_CIM        = "{IEEE} Comput. Intell. Mag."}
+@STRING{IEEE_M_CIM        = "{IEEE} Comput. Intell. Mag."}
-CSEM changed to CSE in 1999
+CSEM changed to CSE in 1999
-@STRING{IEEE_M_CSE        = "{IEEE} Comput. Sci. Eng."}
+@STRING{IEEE_M_CSE        = "{IEEE} Comput. Sci. Eng."}
-@STRING{IEEE_M_CSEM       = "{IEEE} Comput. Sci. Eng. Mag."}
+@STRING{IEEE_M_CSEM       = "{IEEE} Comput. Sci. Eng. Mag."}
-@STRING{IEEE_M_C          = "{IEEE} Computer"}
+@STRING{IEEE_M_C          = "{IEEE} Computer"}
-@STRING{IEEE_M_CAP        = "{IEEE} Comput. Appl. Power"}
+@STRING{IEEE_M_CAP        = "{IEEE} Comput. Appl. Power"}
-@STRING{IEEE_M_CGA        = "{IEEE} Comput. Graph. Appl."}
+@STRING{IEEE_M_CGA        = "{IEEE} Comput. Graph. Appl."}
-@STRING{IEEE_M_CONC       = "{IEEE} Concurrency"}
+@STRING{IEEE_M_CONC       = "{IEEE} Concurrency"}
-@STRING{IEEE_M_CS         = "{IEEE} Control Syst. Mag."}
+@STRING{IEEE_M_CS         = "{IEEE} Control Syst. Mag."}
-@STRING{IEEE_M_DTC        = "{IEEE} Des. Test. Comput."}
+@STRING{IEEE_M_DTC        = "{IEEE} Des. Test. Comput."}
-@STRING{IEEE_M_EI         = "{IEEE} Electr. Insul. Mag."}
+@STRING{IEEE_M_EI         = "{IEEE} Electr. Insul. Mag."}
-@STRING{IEEE_M_ETR        = "{IEEE} ElectroTechnol. Rev."}
+@STRING{IEEE_M_ETR        = "{IEEE} ElectroTechnol. Rev."}
-@STRING{IEEE_M_EMB        = "{IEEE} Eng. Med. Biol. Mag."}
+@STRING{IEEE_M_EMB        = "{IEEE} Eng. Med. Biol. Mag."}
-@STRING{IEEE_M_EMR        = "{IEEE} Eng. Manag. Rev."}
+@STRING{IEEE_M_EMR        = "{IEEE} Eng. Manag. Rev."}
-@STRING{IEEE_M_EXP        = "{IEEE} Expert"}
+@STRING{IEEE_M_EXP        = "{IEEE} Expert"}
-@STRING{IEEE_M_IA         = "{IEEE} Ind. Appl. Mag."}
+@STRING{IEEE_M_IA         = "{IEEE} Ind. Appl. Mag."}
-@STRING{IEEE_M_IM         = "{IEEE} Instrum. Meas. Mag."}
+@STRING{IEEE_M_IM         = "{IEEE} Instrum. Meas. Mag."}
-@STRING{IEEE_M_IS         = "{IEEE} Intell. Syst."}
+@STRING{IEEE_M_IS         = "{IEEE} Intell. Syst."}
-@STRING{IEEE_M_IC         = "{IEEE} Internet Comput."}
+@STRING{IEEE_M_IC         = "{IEEE} Internet Comput."}
-@STRING{IEEE_M_ITP        = "{IEEE} {IT} Prof."}
+@STRING{IEEE_M_ITP        = "{IEEE} {IT} Prof."}
-@STRING{IEEE_M_MICRO      = "{IEEE} Micro"}
+@STRING{IEEE_M_MICRO      = "{IEEE} Micro"}
-@STRING{IEEE_M_MW         = "{IEEE} Microw. Mag."}
+@STRING{IEEE_M_MW         = "{IEEE} Microw. Mag."}
-@STRING{IEEE_M_MM         = "{IEEE} Multimedia"}
+@STRING{IEEE_M_MM         = "{IEEE} Multimedia"}
-@STRING{IEEE_M_NET        = "{IEEE} Netw."}
+@STRING{IEEE_M_NET        = "{IEEE} Netw."}
-IEEE's editorial manual lists "Pers. Commun.", 
+IEEE's editorial manual lists "Pers. Commun.", 
-but "Personal Commun. Mag." seems to be what is used in the journals
+but "Personal Commun. Mag." seems to be what is used in the journals
-@STRING{IEEE_M_PCOM       = "{IEEE} Personal Commun. Mag."}
+@STRING{IEEE_M_PCOM       = "{IEEE} Personal Commun. Mag."}
-@STRING{IEEE_M_POT        = "{IEEE} Potentials"}
+@STRING{IEEE_M_POT        = "{IEEE} Potentials"}
-CAP and PER merged to form PE in 2003
+CAP and PER merged to form PE in 2003
-@STRING{IEEE_M_PE         = "{IEEE} Power Energy Mag."}
+@STRING{IEEE_M_PE         = "{IEEE} Power Energy Mag."}
-@STRING{IEEE_M_PER        = "{IEEE} Power Eng. Rev."}
+@STRING{IEEE_M_PER        = "{IEEE} Power Eng. Rev."}
-@STRING{IEEE_M_PVC        = "{IEEE} Pervasive Comput."}
+@STRING{IEEE_M_PVC        = "{IEEE} Pervasive Comput."}
-@STRING{IEEE_M_RA         = "{IEEE} Robot. Autom. Mag."}
+@STRING{IEEE_M_RA         = "{IEEE} Robot. Autom. Mag."}
-@STRING{IEEE_M_SAP        = "{IEEE} Security Privacy"}
+@STRING{IEEE_M_SAP        = "{IEEE} Security Privacy"}
-@STRING{IEEE_M_SP         = "{IEEE} Signal Process. Mag."}
+@STRING{IEEE_M_SP         = "{IEEE} Signal Process. Mag."}
-@STRING{IEEE_M_S          = "{IEEE} Softw."}
+@STRING{IEEE_M_S          = "{IEEE} Softw."}
-@STRING{IEEE_M_SPECT      = "{IEEE} Spectr."}
+@STRING{IEEE_M_SPECT      = "{IEEE} Spectr."}
-@STRING{IEEE_M_TS         = "{IEEE} Technol. Soc. Mag."}
+@STRING{IEEE_M_TS         = "{IEEE} Technol. Soc. Mag."}
-@STRING{IEEE_M_VT         = "{IEEE} Veh. Technol. Mag."}
+@STRING{IEEE_M_VT         = "{IEEE} Veh. Technol. Mag."}
-@STRING{IEEE_M_WC         = "{IEEE} Wireless Commun. Mag."}
+@STRING{IEEE_M_WC         = "{IEEE} Wireless Commun. Mag."}
-@STRING{IEEE_M_TODAY      = "Today's Engineer"}
+@STRING{IEEE_M_TODAY      = "Today's Engineer"}
-
+
-
+
-
+
-
+
-
+
-
+
-IEEE Online Publications 
+IEEE Online Publications 
-
+
-
+
-
+
-@STRING{IEEE_O_CSTO        = "{IEEE} Commun. Surveys Tuts."}
+@STRING{IEEE_O_CSTO        = "{IEEE} Commun. Surveys Tuts."}
-disabled till definition is verified
+disabled till definition is verified
-STRING{IEEE_O_DSO          = "{IEEE} Distrib. Syst. Online"}
+STRING{IEEE_O_DSO          = "{IEEE} Distrib. Syst. Online"}
-
+
-
+
-
+
-
+
-
+
---
+--
-EOF
+EOF