Multiobjective Optimization Differential Evolution Enhanced with Principle Component Analysis for Constrained Optimization

[1]  Will Burtin,et al.  The story of mathematics , 1968 .

[2]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms for Constrained Parameter Optimization Problems , 1996, Evolutionary Computation.

[3]  Patrick D. Surry,et al.  The COMOGA Method: Constrained Optimisation by Multi-Objective Genetic Algorithms , 1997 .

[4]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[5]  Cristian Munteanu,et al.  Improving Mutation Capabilities in a Real-Coded Genetic Algorithm , 1999, EvoWorkshops.

[6]  Rainer Storn,et al.  System design by constraint adaptation and differential evolution , 1999, IEEE Trans. Evol. Comput..

[7]  C. A. Coello Coello,et al.  CONSTRAINT-HANDLING USING AN EVOLUTIONARY MULTIOBJECTIVE OPTIMIZATION TECHNIQUE , 2000 .

[8]  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 .

[9]  Yuren Zhou,et al.  Multi-objective and MGG evolutionary algorithm for constrained optimization , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

[10]  Gary G. Yen,et al.  A generic framework for constrained optimization using genetic algorithms , 2005, IEEE Transactions on Evolutionary Computation.

[11]  A. Kai Qin,et al.  Self-adaptive differential evolution algorithm for numerical optimization , 2005, 2005 IEEE Congress on Evolutionary Computation.

[12]  Carlos A. Coello Coello,et al.  Modified Differential Evolution for Constrained Optimization , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[13]  M. M. Ali,et al.  A numerical study of some modified differential evolution algorithms , 2006, Eur. J. Oper. Res..

[14]  Enrique Raúl Villa Diharce,et al.  PESO+for Constrained Optimization , 2006, IEEE Congress on Evolutionary Computation.

[15]  Rainer Laur,et al.  Constrained Single-Objective Optimization Using Differential Evolution , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[16]  Jing J. Liang,et al.  Dynamic Multi-Swarm Particle Swarm Optimizer with a Novel Constraint-Handling Mechanism , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[17]  Yong Wang,et al.  A Multiobjective Optimization-Based Evolutionary Algorithm for Constrained Optimization , 2006, IEEE Transactions on Evolutionary Computation.

[18]  J. Tvrdík,et al.  COMPETITIVE DIFFERENTIAL EVOLUTION , 2006 .

[19]  Mehmet Fatih Tasgetiren,et al.  A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problem , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[20]  A. Kai Qin,et al.  Self-adaptive Differential Evolution Algorithm for Constrained Real-Parameter Optimization , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[21]  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.

[22]  Jouni Lampinen,et al.  Constrained Real-Parameter Optimization with Generalized Differential Evolution , 2006, 2006 IEEE International Conference on Evolutionary Computation.

[23]  Qingfu Zhang,et al.  This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 1 RM-MEDA: A Regularity Model-Based Multiobjective Estimation of , 2022 .

[24]  Josef Tvrdík.  Adaptation in differential evolution: A numerical comparison , 2009, Appl. Soft Comput..

[25]  Arthur C. Sanderson,et al.  JADE: Adaptive Differential Evolution With Optional External Archive , 2009, IEEE Transactions on Evolutionary Computation.

[26]  André da Motta Salles Barreto,et al.  Using performance profiles to analyze the results of the 2006 CEC constrained optimization competition , 2010, IEEE Congress on Evolutionary Computation.

[27]  Wei Chu,et al.  Fortify particle swam optimizer (PSO) with principal components analysis: A case study in improving bound-handling for optimizing high-dimensional and complex problems , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

[28]  Carlos A. Coello Coello,et al.  Constraint-handling in nature-inspired numerical optimization: Past, present and future , 2011, Swarm Evol. Comput..

[29]  Yong Wang,et al.  A Dynamic Hybrid Framework for Constrained Evolutionary Optimization , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[30]  Jun Zhang,et al.  Differential evolution algorithm with PCA-based crossover , 2012, GECCO '12.

[31]  Yong Wang,et al.  A regularity model-based multiobjective estimation of distribution algorithm with reducing redundant cluster operator , 2012, Appl. Soft Comput..

[32]  Yong Wang,et al.  Combining Multiobjective Optimization With Differential Evolution to Solve Constrained Optimization Problems , 2012, IEEE Transactions on Evolutionary Computation.

[33]  David Barber,et al.  Bayesian reasoning and machine learning , 2012 .

[34]  Qingfu Zhang,et al.  Enhanced particle swarm optimization based on principal component analysis and line search , 2014, Appl. Math. Comput..

[35]  Xin Yao,et al.  On the Easiest and Hardest Fitness Functions , 2012, IEEE Transactions on Evolutionary Computation.

[36]  Sanyang Liu,et al.  A Dual-Population Differential Evolution With Coevolution for Constrained Optimization , 2015, IEEE Transactions on Cybernetics.

[37]  Liang Gao,et al.  Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems , 2015, Expert Syst. Appl..

[38]  Masao Fukushima,et al.  Automatically Terminated Particle Swarm Optimization with Principal Component Analysis , 2015, Int. J. Inf. Technol. Decis. Mak..

[39]  Jun He,et al.  Average Convergence Rate of Evolutionary Algorithms , 2015, IEEE Transactions on Evolutionary Computation.

[40]  Gara Miranda,et al.  Using multi-objective evolutionary algorithms for single-objective constrained and unconstrained optimization , 2016, Ann. Oper. Res..

[41]  Tao Xu,et al.  A New Multi-objective Model for Constrained Optimisation , 2016, UKCI.

[42]  Ales Zamuda,et al.  Adaptive constraint handling and Success History Differential Evolution for CEC 2017 Constrained Real-Parameter Optimization , 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

[43]  Radka Polakova,et al.  L-SHADE with competing strategies applied to constrained optimization , 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

[44]  Josef Tvrdík,et al.  A simple framework for constrained problems with application of L-SHADE44 and IDE , 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

[45]  Changhe Li,et al.  Many-objective optimization with dynamic constraint handling for constrained optimization problems , 2017, Soft Comput..

[46]  Dipti Srinivasan,et al.  A unified differential evolution algorithm for constrained optimization problems , 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

[47]  Ruwang Jiao,et al.  A General Framework of Dynamic Constrained Multiobjective Evolutionary Algorithms for Constrained Optimization , 2017, IEEE Transactions on Cybernetics.

[48]  Hans-Georg Beyer,et al.  A Matrix Adaptation Evolution Strategy for Constrained Real-Parameter Optimization , 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

[49]  Zhun Fan,et al.  LSHADE44 with an Improved $\epsilon$ Constraint-Handling Method for Solving Constrained Single-Objective Optimization Problems , 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).

[50]  Xinchao Zhao,et al.  Cooperative Co-evolution with Principal Component Analysis for Large Scale Optimization , 2018, BIC-TA.

[51]  Hai-Lin Liu,et al.  A novel constraint-handling technique based on dynamic weights for constrained optimization problems , 2018, Soft Comput..

[52]  Zhihua Cui,et al.  Bat algorithm with principal component analysis , 2018, International Journal of Machine Learning and Cybernetics.

[53]  Qingfu Zhang,et al.  Decomposition-Based Multiobjective Optimization for Constrained Evolutionary Optimization , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[54]  Nimagna Biswas,et al.  An Improved Unified Differential Evolution Algorithm for Constrained Optimization Problems , .