MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems

[1]  Andrzej Osyczka,et al.  7 – Multicriteria optimization for engineering design , 1985 .

[2]  Michael M. Skolnick,et al.  Using Genetic Algorithms in Engineering Design Optimization with Non-Linear Constraints , 1993, ICGA.

[3]  Kalyanmoy Deb,et al.  Muiltiobjective Optimization Using Nondominated Sorting in Genetic Algorithms , 1994, Evolutionary Computation.

[4]  Andrzej Ameljańczyk,et al.  Multicriteria Optimization in Engineering Design , 1994 .

[5]  David E. Goldberg,et al.  A niched Pareto genetic algorithm for multiobjective optimization , 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

[6]  H. Ishibuchi,et al.  MOGA: multi-objective genetic algorithms , 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation.

[7]  Kaisa Miettinen,et al.  Nonlinear multiobjective optimization , 1998, International series in operations research and management science.

[8]  Alan D. Christiansen,et al.  MOSES: A MULTIOBJECTIVE OPTIMIZATION TOOL FOR ENGINEERING DESIGN , 1999 .

[9]  Lothar Thiele,et al.  Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach , 1999, IEEE Trans. Evol. Comput..

[10]  K. Deb An Efficient Constraint Handling Method for Genetic Algorithms , 2000 .

[11]  Xin Yao,et al.  Stochastic ranking for constrained evolutionary optimization , 2000, IEEE Trans. Evol. Comput..

[12]  Martin J. Oates,et al.  PESA-II: region-based selection in evolutionary multiobjective optimization , 2001 .

[13]  Marco Laumanns,et al.  SPEA2: Improving the strength pareto evolutionary algorithm , 2001 .

[14]  Kalyanmoy Deb,et al.  Multi-objective optimization using evolutionary algorithms , 2001, Wiley-Interscience series in systems and optimization.

[15]  Carlos A. Coello Coello,et al.  THEORETICAL AND NUMERICAL CONSTRAINT-HANDLING TECHNIQUES USED WITH EVOLUTIONARY ALGORITHMS: A SURVEY OF THE STATE OF THE ART , 2002 .

[16]  A.F. Gomez-Skarmeta,et al.  An evolutionary algorithm for constrained multi-objective optimization , 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

[17]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[18]  Dirk Thierens,et al.  The balance between proximity and diversity in multiobjective evolutionary algorithms , 2003, IEEE Trans. Evol. Comput..

[19]  Eckart Zitzler,et al.  Indicator-Based Selection in Multiobjective Search , 2004, PPSN.

[20]  Nicholas Young,et al.  Blended Ranking to Cross Infeasible Regions in ConstrainedMultiobjective Problems , 2005, International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (CIMCA-IAWTIC'06).

[21]  R. Lyndon While,et al.  A review of multiobjective test problems and a scalable test problem toolkit , 2006, IEEE Transactions on Evolutionary Computation.

[22]  Tetsuyuki Takahama,et al.  Constrained Optimization by the ε Constrained Differential Evolution with Gradient-Based Mutation and Feasible Elites , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[23]  Nicola Beume,et al.  SMS-EMOA: Multiobjective selection based on dominated hypervolume , 2007, Eur. J. Oper. Res..

[24]  Qingfu Zhang,et al.  MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.

[25]  Yuren Zhou,et al.  An Adaptive Tradeoff Model for Constrained Evolutionary Optimization , 2008, IEEE Transactions on Evolutionary Computation.

[26]  Tapabrata Ray,et al.  Infeasibility Driven Evolutionary Algorithm (IDEA) for Engineering Design Optimization , 2008, Australasian Conference on Artificial Intelligence.

[27]  Gary G. Yen,et al.  Constraint Handling in Multiobjective Evolutionary Optimization , 2009, IEEE Transactions on Evolutionary Computation.

[28]  Qingfu Zhang,et al.  Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II , 2009, IEEE Transactions on Evolutionary Computation.

[29]  Qingfu Zhang,et al.  Multiobjective optimization Test Instances for the CEC 2009 Special Session and Competition , 2009 .

[30]  Qingfu Zhang,et al.  MOEA/D for constrained multiobjective optimization: Some preliminary experimental results , 2010, 2010 UK Workshop on Computational Intelligence (UKCI).

[31]  Tapabrata Ray,et al.  C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization , 2010, Inf. Sci..

[32]  Eckart Zitzler,et al.  HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization , 2011, Evolutionary Computation.

[33]  P. Suganthan,et al.  Constrained multi-objective optimization algorithm with an ensemble of constraint handling methods , 2011 .

[34]  Tapabrata Ray,et al.  An adaptive constraint handling approach embedded MOEA/D , 2012, 2012 IEEE Congress on Evolutionary Computation.

[35]  Hong Li,et al.  A modification to MOEA/D-DE for multiobjective optimization problems with complicated Pareto sets , 2012, Inf. Sci..

[36]  Tetsuyuki Takahama,et al.  Efficient Constrained Optimization by the ε Constrained Rank-Based Differential Evolution , 2012, 2012 IEEE Congress on Evolutionary Computation.

[37]  Xinye Cai,et al.  A novel memetic algorithm based on invasive weed optimization and differential evolution for constrained optimization , 2013, Soft Computing.

[38]  Muhammad Asif Jan,et al.  A study of two penalty-parameterless constraint handling techniques in the framework of MOEA/D , 2013, Appl. Soft Comput..

[39]  Xinye Cai,et al.  An improved memetic algorithm using ring neighborhood topology for constrained optimization , 2013, Soft Computing.

[40]  Xinye Cai,et al.  Epsilon constrained method for constrained multiobjective optimization problems: some preliminary results , 2014, GECCO.

[41]  Qingfu Zhang,et al.  Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems , 2014, IEEE Transactions on Evolutionary Computation.

[42]  Qingfu Zhang,et al.  An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization , 2015, IEEE Transactions on Evolutionary Computation.

[43]  N. Hansen,et al.  Markov Chain Analysis of Cumulative Step-Size Adaptation on a Linear Constrained Problem , 2015, Evolutionary Computation.

[44]  Jie Zhang,et al.  A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm , 2015, IEEE Transactions on Cybernetics.

[45]  Bernhard Sendhoff,et al.  A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization , 2016, IEEE Transactions on Evolutionary Computation.

[46]  Qingfu Zhang,et al.  Difficulty Adjustable and Scalable Constrained Multiobjective Test Problem Toolkit , 2016, Evolutionary Computation.

[47]  Zhaoquan Cai,et al.  An improved epsilon constraint handling method embedded in MOEA/D for constrained multi-objective optimization problems , 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

[48]  Weikang Ning,et al.  Constrained multi-objective optimization using constrained non-dominated sorting combined with an improved hybrid multi-objective evolutionary algorithm , 2017 .

[49]  Qingfu Zhang,et al.  Decomposition-Based-Sorting and Angle-Based-Selection for Evolutionary Multiobjective and Many-Objective Optimization , 2017, IEEE Transactions on Cybernetics.

[50]  Yuren Zhou,et al.  A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization , 2017, IEEE Transactions on Evolutionary Computation.

[51]  Erik D. Goodman,et al.  An improved epsilon constraint-handling method in MOEA/D for CMOPs with large infeasible regions , 2017, Soft Computing.

[52]  Leonardo Azevedo Scardua,et al.  Multiobjective Evolutionary Algorithm Based on Decomposition , 2021 .

[53]  P. Alam ‘K’ , 2021, Composites Engineering.

[54]  P. Alam ‘L’ , 2021, Composites Engineering: An A–Z Guide.

[55]  P. Alam ‘E’ , 2021, Composites Engineering: An A–Z Guide.