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Multiobjective Optimization Using a Pareto Differential Evolution Approach

机译：基于pareto差分进化算法的多目标优化

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摘要

Differential Evolution is a simple, fast, and robust evolutionary algorithm that has proven effective in determining the global optimum for several difficult single-objective optimization problems. In this paper, the Differential Evolution algorithm is extended to multiobjective optimization problems by using a Pareto-based approach. The algorithm performs well when applied to several test optimization problems from the literature.

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作者
Madavan, Nateri K.;
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年度 2002
页码 1-6
总页数 6
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Algorithms; Optimization; Computerized simulation;

机译：算法;优化;计算机模拟;

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专利

1. Improved Sampling of the Pareto-Front in Multiobjective Genetic Optimizations by Steady-State Evolution: A Pareto Converging Genetic Algorithm [J] . Kumar R, Rockett P Evolutionary computation . 2002,第3期

机译：稳态进化在多目标遗传优化中改进的帕累托前沿采样：帕累托收敛遗传算法
2. Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization [J] . Miqing Li, Shengxiang Yang, Xiaohui Liu IEEE transactions on evolutionary computation . 2016,第5期

机译：帕累托或非帕累托：多目标优化中的双准则演化
3. A novel multiobjective lognormal-beta differential evolution approach for the transformer design optimization [J] . Tsili Marina, Amoiralis Eleftherios I., Leite Jean Vianei, Engineering Computations . 2018,第2期

机译：用于变压器设计优化的新颖多目标对数正态-β差分演化方法
4. Multiobjective optimization using a Pareto differential evolution approach [C] . Madavan, N.K. Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on . 2002

机译：使用帕累托差分演化方法的多目标优化
5. A Pareto frontier intersection-based approach for efficient multiobjective optimization of competing concept alternatives [D] . Rousis, Damon A. 2011

机译：基于Pareto边界交集的方法，用于竞争性概念替代方案的有效多目标优化
6. Hybridization of Strength Pareto Multiobjective Optimization with Modified Cuckoo Search Algorithm for Rectangular Array [O] . Khairul Najmy Abdul Rani, Mohamedfareq Abdulmalek, Hasliza A. Rahim, -1

机译：矩形阵列的强度帕累托多目标优化与改进的布谷鸟搜索算法混合
7. Multiobjective Optimization Using a Pareto Differential Evolution Approach [O] . Biegel Bryan A., Madavan Nateri K. 2002

机译：使用帕累托微分进化方法的多目标优化

Multiobjective Optimization Using a Pareto Differential Evolution Approach

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