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: 9783642394812
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
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)----开放获取View Download

Recommended Citation:
申海; 牛奔; 朱云龙; 陈瀚宁.Optimization algorithm based on biology life cycle theory.见:Springer Verlag.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),Heidelberg, Germany,2013,561-570
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[申海]'s Articles
[牛奔]'s Articles
[朱云龙]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[申海]‘s Articles
[牛奔]‘s Articles
[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 © 2007-2016  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace