中国科学院沈阳自动化研究所机构知识库
Advanced  
SIA OpenIR  > 信息服务与智能控制技术研究室  > 会议论文
题名:
Optimization algorithm based on biology life cycle theory
作者: Shen H(申海); Niu B(牛奔); Zhu YL(朱云龙); Chen HN(陈瀚宁)
作者部门: 信息服务与智能控制技术研究室
会议名称: 9th International Conference on Intelligent Computing, ICIC 2013
会议日期: July 28-31, 2013
会议地点: Nanning, China
会议主办者: IEEE Computational Intelligence Society; International Neural Network Society; National Science Foundation of China
会议录: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
会议录出版者: Springer Verlag
会议录出版地: Heidelberg, Germany
出版日期: 2013
页码: 561-570
收录类别: EI
ISSN号: 0302-9743
ISBN号: 978-3-642-39481-2
关键词: Intelligent computing ; Life cycle ; Optimization
摘要: Bio-inspired optimization algorithms have been widely used to solve various scientific and engineering problems. Inspired by biology life cycle, this paper presents a novel optimization algorithm called Lifecycle-based Swarm Optimization. LSO algorithm simulates biologic life cycle process through six optimization operators: chemotactic, assimilation, transposition, crossover, selection and mutation. Experiments were conducted on 7 unimodal functions. The results demonstrate remarkable performance of the LSO algorithm on those functions when compared to several successful optimization techniques. © 2013 Springer-Verlag.
语种: 英语
产权排序: 3
EI收录号: 20133616695297
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/12401
Appears in Collections:信息服务与智能控制技术研究室_会议论文

Files in This Item: Download All
File Name/ File Size Content Type Version Access License
Optimization algorithm based on biology life cycle theory.pdf(271KB)会议论文--开放获取View Download

Recommended Citation:
Shen H,Niu B,Zhu YL,et al. Optimization algorithm based on biology life cycle theory[C]. 9th International Conference on Intelligent Computing, ICIC 2013. Nanning, China. July 28-31, 2013.Optimization algorithm based on biology life cycle theory.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Shen H(申海)]'s Articles
[Niu B(牛奔)]'s Articles
[Zhu YL(朱云龙)]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Shen H(申海)]‘s Articles
[Niu B(牛奔)]‘s Articles
[Zhu YL(朱云龙)]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
文件名: Optimization algorithm based on biology life cycle theory.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2017  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace