Research on a Niche Genetic Algorithm

QIAO Pei-li; ZHENG Lin; MA Li-li

Chinese

您当前的位置：

首页 >

文章列表页 >

Research on a Niche Genetic Algorithm

更新时间：2026-07-10

- Research on a Niche Genetic Algorithm
- Vol. 16, Issue 1, Pages: 90-93(2011)
- 作者机构：
  
  1. 哈尔滨理工大学计算机科学与技术学院
  2. 黑龙江师范学院计算机科学与技术学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：2011
- 稿件说明：
移动端阅览
QIAO Pei-li, ZHENG Lin, MA Li-li. Research on a Niche Genetic Algorithm[J]. 2011, 16(1): 90-93.
DOI：

QIAO Pei-li, ZHENG Lin, MA Li-li. Research on a Niche Genetic Algorithm[J]. 2011, 16(1): 90-93. DOI：

摘要

改进的小生境技术遗传算法因其较好地保持了种群多样性

显示出更优的性能

但它存在操作复杂、比简单遗传算法更费时的缺陷

针对此问题提出一种基于群体间共享的小生境遗传算法.该算法在多模函数的优化中能够保持种群多样性的稳定性

获取合适的子种群规模

从而以更快的收敛速度获得更优的解.研究结果表明

该算法不但可以有效地克服标准遗传算法的缺陷

而且计算速度和算法稳定性也得到了显著提高.

Abstract

The improved Genetic Algorithm based on Niche technique shows a better performance because it keeps the population diversity well

but it is more complex than SGA in operation and is more time-consuming.This paper presents a new method based on populations-sharing.It can keep the population diversity stable and determine a suitable size of sub population in optimization of multimodal functions

so it can obtain more optimal solutions at a much higher speed.The research results show that new algorithm can not ...

关键词

Keywords

references

Views

1882

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

An Image Recognition Method Based on Wavelet Packet and GA-BP Neural Network

Graph Coloring Algorithm Based on Parting Vertexes into Several Independent Sets

Optimization of Structural Parameters of Automobile Wheel Attitude Parallel Measurement System

Parameter Optimization of Milling Process for Surface Roughness Constraints

One-point Method for Speed Strategy Optimization Based on Slope Simplification and Speed Limit Prediction

Related Author

REN Bin

QI Li-mei

ZHANG Ren

BAI Tie-cheng

ZHANG Ning

LI Xiao-qiang

ZHAO Xintong

SONG Cunlong

Related Institution

College of Information Engineering,Tarim University

School of Measure-control Technology and Communication Engineering, Harbin University of Science and Technology

College of Management

School of Mechanical and Power Engineering, Harbin University of Science and Technology

Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin University of Science and Technology

AI问答

Postal code：100079
Tel：（010）53879206 Email：tmw@bjxintong.com.cn
Technical support is provided by Beijing Founder electronics co., LTD 京ICP备09082226号-64 京公网安备11010602201714号
It is recommended to read the content of this site in Chrome&IE9+. Please switch to extreme mode in browser 360.
Cookies We use cookies to help provide and enhance our service and tailor content. By continuing, you agree to the use of cookies.

⁰