Evolutionary multi-task optimization with hybrid knowledge transfer strategy

[1]  Maoguo Gong,et al.  Self-Regulated Evolutionary Multitask Optimization , 2020, IEEE Transactions on Evolutionary Computation.

[2]  Alex S. Fukunaga,et al.  Evaluating the performance of SHADE on CEC 2013 benchmark problems , 2013, 2013 IEEE Congress on Evolutionary Computation.

[3]  Qingfu Zhang,et al.  Multipopulation evolution framework for multifactorial optimization , 2018, GECCO.

[4]  Ananthram Swami,et al.  Multifactorial evolutionary optimization to maximize lifetime of wireless sensor network , 2021, Inf. Sci..

[5]  Tianyou Chai,et al.  Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes , 2019, IEEE Transactions on Automation Science and Engineering.

[6]  Abhishek Gupta,et al.  Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II , 2020, IEEE Transactions on Evolutionary Computation.

[7]  Liang Feng,et al.  An Adaptive Archive-Based Evolutionary Framework for Many-Task Optimization , 2020, IEEE Transactions on Emerging Topics in Computational Intelligence.

[8]  Yew-Soon Ong,et al.  Landscape synergy in evolutionary multitasking , 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

[9]  Qiuzhen Lin,et al.  Multifactorial optimization via explicit multipopulation evolutionary framework , 2020, Inf. Sci..

[10]  Abhishek Gupta,et al.  Explicit Evolutionary Multitasking for Combinatorial Optimization: A Case Study on Capacitated Vehicle Routing Problem , 2020, IEEE Transactions on Cybernetics.

[11]  Zexuan Zhu,et al.  Toward Adaptive Knowledge Transfer in Multifactorial Evolutionary Computation , 2020, IEEE Transactions on Cybernetics.

[12]  Mengjie Zhang,et al.  Multiobjective Multitasking Optimization Based on Incremental Learning , 2020, IEEE Transactions on Evolutionary Computation.

[13]  Javier Del Ser,et al.  AT-MFCGA: An Adaptive Transfer-guided Multifactorial Cellular Genetic Algorithm for Evolutionary Multitasking , 2020, Inf. Sci..

[14]  Kay Chen Tan,et al.  Evolutionary Transfer Optimization - A New Frontier in Evolutionary Computation Research , 2021, IEEE Computational Intelligence Magazine.

[15]  Kai Zhang,et al.  A Fireworks Algorithm Based on Transfer Spark for Evolutionary Multitasking , 2020, Frontiers in Neurorobotics.

[16]  Lei Zhou,et al.  Evolutionary Multitasking via Explicit Autoencoding , 2019, IEEE Transactions on Cybernetics.

[17]  Lei Zhou,et al.  A study of similarity measure between tasks for multifactorial evolutionary algorithm , 2018, GECCO.

[18]  Xianpeng Wang,et al.  A Multiobjective multifactorial optimization algorithm based on decomposition and dynamic resource allocation strategy , 2020, Inf. Sci..

[19]  Maoguo Gong,et al.  Multifactorial Brain Storm Optimization Algorithm , 2016, BIC-TA.

[20]  Kay Chen Tan,et al.  An Effective Knowledge Transfer Approach for Multiobjective Multitasking Optimization , 2020, IEEE Transactions on Cybernetics.

[21]  Qiang Yang,et al.  A Survey on Transfer Learning , 2010, IEEE Transactions on Knowledge and Data Engineering.

[22]  Eneko Osaba,et al.  Adaptive Multifactorial Evolutionary Optimization for Multitask Reinforcement Learning , 2021, IEEE Transactions on Evolutionary Computation.

[23]  Francisco Herrera,et al.  A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms , 2011, Swarm Evol. Comput..

[24]  Francisco Herrera,et al.  A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability , 2009, Soft Comput..

[25]  Chuan-Kang Ting,et al.  Evolutionary many-tasking based on biocoenosis through symbiosis: A framework and benchmark problems , 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

[26]  Yaochu Jin,et al.  Multi-surrogate multi-tasking optimization of expensive problems , 2020, Knowl. Based Syst..

[27]  Chuan-Kang Ting,et al.  Parting ways and reallocating resources in evolutionary multitasking , 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

[28]  Yew-Soon Ong Towards Evolutionary Multitasking: A New Paradigm in Evolutionary Computation , 2016 .

[29]  Tianyou Chai,et al.  Generalized Multitasking for Evolutionary Optimization of Expensive Problems , 2019, IEEE Transactions on Evolutionary Computation.

[30]  Maoguo Gong,et al.  Regularized Evolutionary Multitask Optimization: Learning to Intertask Transfer in Aligned Subspace , 2020, IEEE Transactions on Evolutionary Computation.

[31]  Yew-Soon Ong,et al.  Multifactorial Evolution: Toward Evolutionary Multitasking , 2016, IEEE Transactions on Evolutionary Computation.

[32]  Yi Mei,et al.  Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling , 2021, IEEE Transactions on Evolutionary Computation.

[33]  Jiahai Wang,et al.  A Local Search-Based Multiobjective Optimization Algorithm for Multiobjective Vehicle Routing Problem With Time Windows , 2015, IEEE Systems Journal.

[34]  Zexuan Zhu,et al.  Solving Generalized Vehicle Routing Problem With Occasional Drivers via Evolutionary Multitasking , 2019, IEEE Transactions on Cybernetics.

[35]  Maoguo Gong,et al.  Differential Evolutionary Multi-task Optimization , 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

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

[37]  Yew-Soon Ong,et al.  Evolutionary Multitasking: A Computer Science View of Cognitive Multitasking , 2016, Cognitive Computation.

[38]  Swagatam Das,et al.  Reusing the Past Difference Vectors in Differential Evolution—A Simple But Significant Improvement , 2020, IEEE Transactions on Cybernetics.