Multi-objective Optimization Design of Sleeve Roller Chain Transmission based on Differential Evolution Algorithm

Liu Wei; Lu Qingbo

doi:10.16578/j.issn.1004.2539.2015.04.021

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Multi-objective Optimization Design of Sleeve Roller Chain Transmission based on Differential Evolution Algorithm

更新时间：2022-10-20

- Multi-objective Optimization Design of Sleeve Roller Chain Transmission based on Differential Evolution Algorithm
- Vol. 39, Issue 4, Pages: 77-80(2015)
- 作者机构：
  
  1. 广东番禺职业技术学院
  2. 郑州职业技术学院
- 作者简介：
- 基金信息：
- DOI：10.16578/j.issn.1004.2539.2015.04.021
  CLC：
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[1]刘炜,卢青波.基于差分进化算法的套筒滚子链传动多目标优化设计[J].机械传动,2015,39(04):77-80.

Liu Wei, Lu Qingbo. Multi-objective Optimization Design of Sleeve Roller Chain Transmission based on Differential Evolution Algorithm. [J]. 39(4):77-80(2015)
[1]刘炜,卢青波.基于差分进化算法的套筒滚子链传动多目标优化设计[J].机械传动,2015,39(04):77-80. DOI： 10.16578/j.issn.1004.2539.2015.04.021.

Liu Wei, Lu Qingbo. Multi-objective Optimization Design of Sleeve Roller Chain Transmission based on Differential Evolution Algorithm. [J]. 39(4):77-80(2015) DOI： 10.16578/j.issn.1004.2539.2015.04.021.

摘要

套筒滚子链传动的优化设计多以单目标优化为主,本文在之前研究基础上,以单列链传动功效最大和疲劳寿命最大为目标建立了该问题的多目标优化模型。在高斯变异多目标差分进化算法的基础上,引入了修正的约束处理方法及取整策略,提出了一种求解混合离散变量的多目标差分进化算法。工程实例求解结果表明,所得结果满足设计需求,该算法是有效的,且对于其他工程问题的求解具有一定的参考价值。

Abstract

The optimum design of sleeve roller chain transmission is most researched by the single objective optimization.A multi-objective optimization model of this problem is established by maximum single row chain transmission efficiency and maximum fatigue life.A modified constrained handling strategy and rounding strategy are incorporated into the multi-objective differential evolution algorithm based on gauss mutation and a multi-objective mixed-discrete variables differential evolution algorithm is proposed.The engineering example shows that the optimum results meet the design requirements and the new algorithm is effective and has certain value for other engineering problem.

关键词

套筒滚子链传动多目标优化差分进化算法混合离散

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