Výsledky vyhľadávania - "Decomposition-based evolutionary algorithms"

A Framework to Handle Multimodal Multiobjective Optimization in Decomposition-Based Evolutionary Algorithms Autor Tanabe, Ryoji, Ishibuchi, Hisao

“… While decomposition-based evolutionary algorithms have good performance for multiobjective optimization, they are likely to perform poorly for multimodal multiobjective optimization due to the lack…”
Získať plný text

Probabilistic Selection Approaches in Decomposition-Based Evolutionary Algorithms for Offline Data-Driven Multiobjective Optimization Autor Mazumdar, Atanu, Chugh, Tinkle, Hakanen, Jussi, Miettinen, Kaisa

“…In offline data-driven multiobjective optimization, no new data are available during the optimization process. Approximation models, also known as surrogates,…”
Získať plný text

A Survey of Decomposition Based Evolutionary Algorithms for Many-Objective Optimization Problems Autor Guo, Xiaofang

“…The framework of decomposition-based multi-objective evolutionary algorithms(MOEA/D) has evolved for more than ten years, and it has become irreplaceable tool…”
Získať plný text

Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes Autor Ishibuchi, Hisao, Setoguchi, Yu, Masuda, Hiroyuki, Nojima, Yusuke

“…Recently, a number of high performance many-objective evolutionary algorithms with systematically generated weight vectors have been proposed in the…”
Získať plný text

A decomposition-based evolutionary algorithm using an estimation strategy for multimodal multi-objective optimization Autor Gao, Weifeng, Xu, Wei, Gong, Maoguo, Yen, Gary G.

“… In this paper, a decomposition-based evolutionary algorithm using an estimation strategy is presented to handle MMOPs…”
Získať plný text

A clustering-assisted adaptive evolutionary algorithm based on decomposition for multimodal multiobjective optimization Autor Hu, Tenghui, Wang, Xianpeng, Tang, Lixin, Zhang, Qingfu

“…A multimodal multiobjective optimization problem can have multiple equivalent Pareto Sets (PSs). Since the number of PSs may vary in different problems, if the…”
Získať plný text

Multiobjective path optimization for autonomous land levelling operations based on an improved MOEA/D-ACO Autor Jing, Yunpeng, Luo, Chengming, Liu, Gang

“…•Path optimization in headland turning sequence for autonomous land levelling operation.•A novel field model construction and decomposition strategy was…”
Získať plný text

Use of Two Penalty Values in Multiobjective Evolutionary Algorithm Based on Decomposition Autor Pang, Lie Meng, Ishibuchi, Hisao, Shang, Ke

“…The multiobjective evolutionary algorithm based on decomposition (MOEA/D) with the penalty-based boundary intersection (PBI) function (denoted as MOEA/D-PBI)…”
Získať plný text

An analysis of control parameters of MOEA/D under two different optimization scenarios Autor Tanabe, Ryoji, Ishibuchi, Hisao

“…•We present an analysis of control parameters of MOEA/D under two scenarios.•Our findings reveal that suitable parameter values for each scenario are…”
Získať plný text

Review and analysis of three components of the differential evolution mutation operator in MOEA/D-DE Autor Tanabe, Ryoji, Ishibuchi, Hisao

“…A decomposition-based multi-objective evolutionary algorithm with a differential evolution variation operator (MOEA/D-DE) shows high performance on challenging…”
Získať plný text

Large-scale clustering using decomposition-based evolutionary algorithms Autor Vakhnin, Aleksei, Sopov, Evgenii

“… In this paper, we propose an approach for solving large-scale clustering problems using decomposition-based evolutionary algorithms…”
Získať plný text

A Framework to Handle Multi-modal Multi-objective Optimization in Decomposition-based Evolutionary Algorithms Autor Tanabe, Ryoji, Ishibuchi, Hisao

“… While decomposition-based evolutionary algorithms have good performance for multi-objective optimization, they are likely to perform poorly for multi-modal multi-objective optimization due…”
Získať plný text

Analyzing and Overcoming Local Optima in Complex Multi-Objective Optimization by Decomposition-Based Evolutionary Algorithms Autor Dong, Ting, Wang, Haoxin, Zhang, Hengxi, Ding, Wenbo

“…When addressing the challenge of complex multi-objective optimization problems, particularly those with non-convex and non-uniform Pareto fronts,…”
Získať plný text

A Decomposition-Based Evolutionary Algorithm for Many Objective Optimization Autor Asafuddoula, M., Ray, Tapabrata, Sarker, Ruhul

“…Decomposition-based evolutionary algorithms have been quite successful in solving optimization problems involving two and three objectives…”
Získať plný text

A Multiple Surrogate Assisted Decomposition-Based Evolutionary Algorithm for Expensive Multi/Many-Objective Optimization Autor Habib, Ahsanul, Singh, Hemant Kumar, Chugh, Tinkle, Ray, Tapabrata, Miettinen, Kaisa

“… A number of efficient decomposition-based evolutionary algorithms have been developed in the recent years to solve…”
Získať plný text

An Enhanced Decomposition-Based Evolutionary Algorithm With Adaptive Reference Vectors Autor Asafuddoula, Md, Singh, Hemant Kumar, Ray, Tapabrata

“…Multiobjective optimization problems with more than three objectives are commonly referred to as many-objective optimization problems (MaOPs). Development of…”
Získať plný text

An adaptive decomposition-based evolutionary algorithm for many-objective optimization Autor Han, Dong, Du, Wenli, Du, Wei, Jin, Yaochu, Wu, Chunping

“… This paper proposes an adaptive decomposition-based evolutionary algorithm for many-objective optimization, which introduces one adaptation mechanism for PBI-based decomposition and the other…”
Získať plný text

A new adaptive decomposition-based evolutionary algorithm for multi- and many-objective optimization Autor Bao, Chunteng, Gao, Diju, Gu, Wei, Xu, Lihong, D.Goodman, Erik

“…•An adaptive decomposition approach is proposed to guide the evolution process.•A structured metric is designed to assess the quality of the candidate…”
Získať plný text

Multi-Objective Dynamic VAR Planning Against Short-Term Voltage Instability Using a Decomposition-Based Evolutionary Algorithm Autor Xu, Yan, Dong, Zhao Yang, Meng, Ke, Yao, Wei Feng, Zhang, Rui, Wong, Kit Po

“…Short-term voltage stability is an increasing concern in today's power systems due to the growing penetration of induction motors. This paper proposes a…”
Získať plný text

A decomposition-based evolutionary algorithm with multiple reference points strategy for multiobjective optimization Autor Chen, Wang, Chen, Jian, Tang, Liping, Yang, Xinmin, Li, Hui

“…) that require finding approximate Pareto optimal fronts (POFs). Decomposition-based evolutionary algorithms have received considerable attention as promising approaches for solving MOPs…”
Získať plný text