Výsledky vyhledávání - reference vector-based evolution algorithms*

A Decomposition-Based Dynamic Reference Vector Adaptive Evolution Algorithm Autor Shi, Xuyang, Zhang, Lei, Hu, Yukun, Guo, Yiyin

“…Many predefined and improperly adjusted reference vectors in decomposition-based algorithms are invalid on irregular Pareto fronts (PFs…”
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An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization Autor Lin, Qiuzhen, Wu, Xunfeng, Ma, Lijia, Li, Jianqiang, Gong, Maoguo, Coello, Carlos A. Coello

“…Surrogate-assisted evolutionary algorithms (SAEAs) have become very popular for tackling computationally expensive multiobjective optimization problems…”
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NSGA-II/SDR-OLS: A Novel Large-Scale Many-Objective Optimization Method Using Opposition-Based Learning and Local Search Autor Zhang, Yingxin, Wang, Gaige, Wang, Hongmei

“…Recently, many-objective optimization problems (MaOPs) have become a hot issue of interest in academia and industry, and many more many-objective evolutionary…”
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Uniform Decomposition and Positive-Gradient Differential Evolution for Multi-Objective Design of Wind Turbine Blade Autor Wang, Long, Han, Ran, Wang, Tongguang, Ke, Shitang

“… A gradient-based multi-objective evolution algorithm is proposed for wind turbine blade design, based on uniform decomposition and positive-gradient differential evolution…”
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An adaptive reference vector guided many-objective optimization algorithm based on the pareto front density estimation Autor Xu, Ying, Li, Fusen, Zhang, Huan, Li, Wei

“…The performance of evolutionary algorithms using reference vectors to guide the evolution process mainly depends on the adaptive reference vector update strategy…”
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Multi-objective DE and PSO strategies for production scheduling Autor Grobler, J., Engelbrecht, A.P., Yadavalli, V.S.S.

“… This paper is considered significant since no other reference to the application of vector evaluated algorithms in a scheduling environment could be found…”
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Integrated Differential Fuzzy Clustering for Analysis of Microarray Data Autor Saha, Indrajit, Maulik, Ujjwal

“…This chapter contains sections titled: Introduction Clustering Algorithms and Validity Measure Differential Evolution Based Fuzzy Clustering Experimental…”
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