A Genetic Algorithm Based on the Isolation Adaptive Operator

Computer & Telecommunication

2017, Vol. 1

Issue (1-2): 34-37 DOI:

Current Issue | Archive | Adv Search

A Genetic Algorithm Based on the Isolation Adaptive Operator

Zhang Hui¹，Li Zhu²

Linfen College, Shanxi Normal University Physics and Information Engineering College, Shanxi Normal University

Download:

PDF(0KB)
Export: BibTeX | EndNote (RIS)

Abstract This paper firstly introduces the theory of genetic algorithm, expounds the basic advantages and disadvantages of genetic algorithm. Then on the basis of the Niche genetic algorithm, the isolation operator and adaptive operator are introduced to form a new Niche genetic algorithm based on isolation operator and gradient operator. Both theory and practice show that the new improved genetic algorithm is superior to basic niche genetic algorithm in solving practical problems.

Key words： isolation operator Niche genetic algorithm adaptive operator genetic algorithm

Published: 15 November 2017

TP18

	Service

	E-mail this article
	Add to my bookshelf
	Add to citation manager
	E-mail Alert
	RSS
	Articles by authors
	Zhang Hui
	Li Zhu

Cite this article:

Zhang Hui, Li Zhu. A Genetic Algorithm Based on the Isolation Adaptive Operator. Computer & Telecommunication, 2017, 1(1-2): 34-37.

URL:

https://www.computertelecom.com.cn/EN/ OR https://www.computertelecom.com.cn/EN/Y2017/V1/I1-2/34

[1]	LIULiang-bin LIUDe-yu. PathPlanning ofWeldingRobotBased onGeneticAlgorithm[J]. 电脑与电信, 2021, 1(5): 18-21.
[2]	WANG Hai-bo. Research on Intelligent Scheduling Based on Improved Genetic Algorithm[J]. 电脑与电信, 2017, 1(12): 88-91.
[3]	JIN Zhi. Analysis of Grid Task Scheduling Method Based on Genetic Algorithm[J]. 电脑与电信, 2017, 1(11): 9-11.
[4]	CHEN Min-tao, KUANG Fang-jun. Research on the Application of Data Mining Technology in Medical Big Data[J]. 电脑与电信, 2017, 1(11): 34-36.
[5]	Liu Yan. Sink Node Location Optimization for WSNs Based on Improved Three Chain Hybrid Genetic Algorithm[J]. 电脑与电信, 2016, 1(8): 13-15.
[6]	Huang Ju. Product Gene Recombination Design Based on Genetic Algorithm[J]. 电脑与电信, 2016, 1(12): 53-55.
[7]	Liu Yan, Yang Dongtao. Mount Process Optimization for Chip Mouner Based on Improved Three Chains Hybrid Genetic Algorithm[J]. 电脑与电信, 2015, 1(6): 69-71.
[8]	Song Qian, Wang Dongming. Text Classification Algorithm Based on Genetic Algorithm and Probability Theory[J]. 电脑与电信, 2015, 1(3): 49-52.
[9]	Jiang Yunxin. The Realization of Niche Genetic Algorithm Based on Penalty Function in MATLAB[J]. , 2011, 1(09): 0-0.
[10]	Liang Feihong. Study on Course Scheduling System Based on Genetic Algorithms[J]. , 2010, 1(08): 0-0.
[11]	Fu Xialing　 Cheng Jiangyong　 Xu Li　Yin Zhiyue. The Study of Optimal Deployment of the Shortcuts in Heterogeneous Sensor Networks [J]. , 2010, 1(06): 0-0.
[12]	Wangmeng. Grid Task Scheduling Policy Algorithm Based on Improved Genetic Algorithm[J]. , 2010, 1(05): 0-0.

Viewed

Full text

Abstract

Cited

Shared

Discussed