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PlatEMO4.1
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HanLeI187 committed Jan 30, 2023
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/ALGORITHM.m
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% ParameterSet <protected> obtain the parameters of the algorithm

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/A-NSGA-III/ANSGAIII.m
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% Handling constraints and extending to an adaptive approach, IEEE
% Transactions on Evolutionary Computation, 2014, 18(4): 602-622.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/A-NSGA-III/Adaptive.m
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% Addition and deletion of reference points

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/A-NSGA-III/EnvironmentalSelection.m
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% The environmental selection of NSGA-III

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AB-SAEA/ABSAEA.m
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% approach to surrogate-assisted evolutionary multi-objective optimization.
% Information Sciences, 2020, 519: 317-331.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AB-SAEA/FSelection.m
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% The environmental selection of K-RVEA

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-II/AGEII.m
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% multi-objective algorithm, Proceedings of the Annual Conference on
% Genetic and Evolutionary Computation, 2013, 687-694.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-II/EnvironmentalSelection.m
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% The environmental selection of AGE-II

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-II/MatingSelection.m
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% The mating selection of AGE-II

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-II/UpdateArchive.m
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% Update the archive

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/AGEMOEAII.m
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% scale many-objective optimization, Proceedings of the Genetic and
% Evolutionary Computation Conference, 2022.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/ComputeGeometry.m
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function [p] = ComputeGeometry(front, m, n)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/ConvergenceScore.m
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function CrowdDis = ConvergenceScore(front, p)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/EnvironmentalSelection.m
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function [Population,FrontNo,CrowdDis] = EnvironmentalSelection(Population,N)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/FindCornerSolutions.m
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function [indexes] = FindCornerSolutions(front)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/NewtonRaphsonMethod.m
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% The Newton-Raphson method

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/Point2LineDistance.m
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function d = Point2LineDistance(P, A, B)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA-II/SurvivalScore.m
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function [CrowdDis, p] = SurvivalScore(front)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA/AGEMOEA.m
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% geometry for many-objective optimization, Proceedings of the Genetic and
% Evolutionary Computation Conference, 2019, 595-603.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA/ConvergenceScore.m
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function CrowdDis = ConvergenceScore(front, p)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA/EnvironmentalSelection.m
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% The environmental selection of AGE-MOEA

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA/FindCornerSolutions.m
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function [indexes] = FindCornerSolutions(front)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA/Point2LineDistance.m
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function d = Point2LineDistance(P, A, B)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AGE-MOEA/SurvivalScore.m
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function [CrowdDis, p, normalization] = SurvivalScore(front, IdealPoint)

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AR-MOEA/ARMOEA.m
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% better versatility, IEEE Transactions on Evolutionary Computation, 2018,
% 22(4): 609-622.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AR-MOEA/CalDistance.m
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% point

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AR-MOEA/EnvironmentalSelection.m
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% The environmental selection of AR-MOEA

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AR-MOEA/MatingSelection.m
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% The mating selection of AR-MOEA

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AR-MOEA/UpdateRefPoint.m
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% Reference point adaption

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AdaW/AdaW.m
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% Pareto front shape in decomposition-based evolutionary multiobjective
% optimisation, Evolutionary Computation, 2020, 28(2): 227-253.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AdaW/ArchiveUpdate.m
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% Archive Update

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/AdaW/WeightUpdate.m
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% Weight Update

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/BCE-IBEA/BCEIBEA.m
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% in multiobjective optimization, IEEE Transactions on Evolutionary
% Computation, 2016, 20(5): 645-665.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/BCE-IBEA/CalFitness.m
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% Calculate the fitness of each solution

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/BCE-IBEA/EnvironmentalSelection.m
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% The environmental selection of IBEA

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/BCE-IBEA/Exploration.m
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% Individual exploration in BCE

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/BCE-IBEA/PCSelection.m
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% PC selection and population maintenance in BCE

%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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2 changes: 1 addition & 1 deletion PlatEMO/Algorithms/Multi-objective optimization/BCE-MOEA-D/BCEMOEAD.m
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% in multiobjective optimization, IEEE Transactions on Evolutionary
% Computation, 2016, 20(5): 645-665.
%------------------------------- Copyright --------------------------------
% Copyright (c) 2022 BIMK Group. You are free to use the PlatEMO for
% Copyright (c) 2023 BIMK Group. You are free to use the PlatEMO for
% research purposes. All publications which use this platform or any code
% in the platform should acknowledge the use of "PlatEMO" and reference "Ye
% Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB platform
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