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  > 期刊论文
题名:
Bacterial colony foraging for multi-mode product colour planning
作者: Chen HN(陈瀚宁); Zhu YL(朱云龙); Ma LB(马连博); Su WX(苏卫星)
作者部门: 信息服务与智能控制研究室
通讯作者: 陈瀚宁
关键词: colour planning ; multi-working modes product ; MMP ; bacterial foraging ; cell-to-cell communication ; self-adaptive foraging strategy
刊名: INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION
ISSN号: 1758-0366
出版日期: 2015
卷号: 7, 期号:4, 页码:240-262
收录类别: SCI
WOS记录号: WOS:000360156400003
产权排序: 1
项目资助者: National Natural Science Foundation of China [61105067, 61174164, 61203161, 51205389] ; Natural Science Foundation of Liaoning Province [201102200, 201202226]
摘要: In this work, in order to assist designer in colour planning during product development, an efficient synthesised evaluation model is presented to evaluate colour-combination schemes of multi-working modes products (MMP). A novel bacterial colony foraging (BCF) algorithm is proposed to search for the optimal colour-combination schemes of MMP based on the evaluation model. The proposed BCF extend original bacterial foraging algorithm to adaptive and cooperative mode by combining bacterial chemotaxis, cell-to-cell communication, and a self-adaptive foraging strategy. The experiment presents an exhaustive comparison of the proposed BCF and two successful bio-inspired search techniques, namely the genetic algorithm (GA) and particle swarm optimisation (PSO), on three MMP tested cases of different nature, namely a hair-drier with two-coloured areas and two working modes, and two arm-type aerial work platforms both two-coloured products while with two and three working modes, respectively. Simulation results demonstrate that the proposed method is feasible and efficient.
语种: 英语
WOS标题词: Science & Technology ; Technology
类目[WOS]: Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods
关键词[WOS]: PARTICLE SWARM OPTIMIZATION ; IMAGE EVALUATION ; DESIGN ; SYSTEM ; COMBINATION ; ALGORITHM ; SELECTION ; HARMONY ; SUPPORT
研究领域[WOS]: Computer Science
Citation statistics:
内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/16910
Appears in Collections:信息服务与智能控制技术研究室_期刊论文

Files in This Item: Download All
File Name/ File Size Content Type Version Access License
Bacterial colony foraging for multi-mode .pdf(1966KB)期刊论文出版稿开放获取View Download

作者单位: 1.School of Computer Science and Software, Tianjin Polytechnic University, 300387, Tianjin, China
2.Laboratory of Information Service and Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, 110016, Shenyang, China

Recommended Citation:
Chen HN,Zhu YL,Ma LB,et al. Bacterial colony foraging for multi-mode product colour planning[J]. INTERNATIONAL JOURNAL OF BIO-INSPIRED COMPUTATION,2015,7(4):240-262.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Chen HN(陈瀚宁)]'s Articles
[Zhu YL(朱云龙)]'s Articles
[Ma LB(马连博)]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Chen HN(陈瀚宁)]‘s Articles
[Zhu YL(朱云龙)]‘s Articles
[Ma LB(马连博)]‘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: Bacterial colony foraging for multi-mode .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 © 2007-2018  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace