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A Novel Bacterial Foraging Algorithm For Multi-working Mode Product Color Planning
Chen HN(陈瀚宁); Zhu YL(朱云龙); Hu KY(胡琨元); Ding M(丁满); Su WX(苏卫星)
作者部门信息服务与智能控制技术研究室
关键词Color Planning Multi-working Modes Product Bacterial Foraging Optimization Areas Constrict Strategy Self-adaptive Bacterial Foraging Optimization
发表期刊INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL
ISSN1343-4500
2012
卷号15期号:1页码:123-130
收录类别SCI
WOS记录号WOS:000301809700014
产权排序1
资助机构This research was supported in part by the National 863 plans projects of China (No. 2008AA04A105) and the National Natural Science Foundation of China (No. 61003208).
摘要In this paper, in order to assist designer in color planning during product development, an efficient synthesized evaluation model is presented to evaluate color-combination schemes of multi-working modes products (MMP). The structure in this evaluation model is a simple linear combiner, in which color-combination images in different working modes are considered as evaluating attributes with the corresponding weights. Then the present paper develops a novel self-adaptive bacterial foraging optimization (SABFO) algorithm to search for the optimal color-combination schemes of MMP based on the proposed evaluation model. SABFO combines a powerful foraging strategy with bacterial chemotaxis to enhance the foraging power of the original bacterial foraging optimization (BFO) algorithm. Then the SABFO is used to search for optimal color-combination schemes of one MMP test scenario, namely the arm-type aerial work platform, which is a two-colored product that has two working modes. Simulation results demonstrate that the proposed method is feasible and efficient.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Engineering, Multidisciplinary
关键词[WOS]DESIGN
WOS研究方向Engineering
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/10318
专题信息服务与智能控制技术研究室
通讯作者Chen HN(陈瀚宁)
作者单位1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.Dalian University of Technology, Dalian 116024, China
3.School of Graduate, Chinese Academy of Sciences, Beijing, 100039, China
推荐引用方式
GB/T 7714
Chen HN,Zhu YL,Hu KY,et al. A Novel Bacterial Foraging Algorithm For Multi-working Mode Product Color Planning[J]. INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL,2012,15(1):123-130.
APA Chen HN,Zhu YL,Hu KY,Ding M,&Su WX.(2012).A Novel Bacterial Foraging Algorithm For Multi-working Mode Product Color Planning.INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL,15(1),123-130.
MLA Chen HN,et al."A Novel Bacterial Foraging Algorithm For Multi-working Mode Product Color Planning".INFORMATION-AN INTERNATIONAL INTERDISCIPLINARY JOURNAL 15.1(2012):123-130.
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