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Social Emotional Optimization Algorithm for Nonlinear Constrained Optimization Problems

机译:非线性约束优化问题的社会情感优化算法

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摘要

Nonlinear programming problem is one important branch in operational research, and has been successfully applied to various real-life problems. In this paper, a new approach called Social emotional optimization algorithm (SEOA) is used to solve this problem which is a new swarm intelligent technique by simulating the human behavior guided by emotion. Simulation results show that the social emotional optimization algorithm proposed in this paper is effective and efficiency for the nonlinear constrained programming problems.
机译:非线性规划问题是运筹学中的一个重要分支,已成功应用于各种现实问题。本文采用一种称为社交情绪优化算法(SEOA)的新方法来解决该问题,它是一种通过模拟以情感为指导的人类行为的新型群体智能技术。仿真结果表明,本文提出的社交情感优化算法对于非线性约束规划问题是有效的。

著录项

  • 来源
  • 会议地点 Chennai(IN);Chennai(IN)
  • 作者单位

    Complex System and Computational Intelligence Laboratory,rnTaiyuan University of Science and Technology,rnNo. 66 Waliu Road, Wanbailin District, Taiyuan, Shanxi, 030024, P.R. China;

    Complex System and Computational Intelligence Laboratory,rnTaiyuan University of Science and Technology,rnNo. 66 Waliu Road, Wanbailin District, Taiyuan, Shanxi, 030024, P.R. ChinarnState Key Laboratory for Novel Software Technology,rnNanjing University, Jiangsu, 210093, P.R. China;

    Complex System and Computational Intelligence Laboratory,rnTaiyuan University of Science and Technology,rnNo. 66 Waliu Road, Wanbailin District, Taiyuan, Shanxi, 030024, P.R. China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 计算技术、计算机技术;
  • 关键词

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