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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
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
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记录号: WOS:000360156400003
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
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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

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