中国机械工程
中國機械工程
중국궤계공정
CHINA MECHANICAl ENGINEERING
2014年
20期
2745-2750
,共6页
黄彬%余国杰%彭育辉%陈亮
黃彬%餘國傑%彭育輝%陳亮
황빈%여국걸%팽육휘%진량
伙伴选择%Vague集%混沌粒子群优化%模糊环境%虚拟企业
夥伴選擇%Vague集%混沌粒子群優化%模糊環境%虛擬企業
화반선택%Vague집%혼돈입자군우화%모호배경%허의기업
partner selection%Vague set%chaotic particle swarm optimization(CPSO)%fuzzy envi-ronment%virtual enterprise
为解决模糊完工时间和交货期下的虚拟企业伙伴选择问题,提出一种基于V ag ue集的伙伴选择方法。在给出基于Vague集的交货时间满足度概念的基础上,建立了以极大化交货时间满足度指数为优化目标的虚拟企业伙伴选择模型,该模型考虑了交货时间满足度、成本和任务间的时序关系等因素。为解决标准粒子群优化算法容易陷入局部极值的问题,引入混沌搜索方法,设计了一种混沌粒子群优化算法进行模型求解。实例分析表明,混沌粒子群优化算法比标准粒子群优化算法具有更强的局部搜索能力。
為解決模糊完工時間和交貨期下的虛擬企業夥伴選擇問題,提齣一種基于V ag ue集的夥伴選擇方法。在給齣基于Vague集的交貨時間滿足度概唸的基礎上,建立瞭以極大化交貨時間滿足度指數為優化目標的虛擬企業夥伴選擇模型,該模型攷慮瞭交貨時間滿足度、成本和任務間的時序關繫等因素。為解決標準粒子群優化算法容易陷入跼部極值的問題,引入混沌搜索方法,設計瞭一種混沌粒子群優化算法進行模型求解。實例分析錶明,混沌粒子群優化算法比標準粒子群優化算法具有更彊的跼部搜索能力。
위해결모호완공시간화교화기하적허의기업화반선택문제,제출일충기우V ag ue집적화반선택방법。재급출기우Vague집적교화시간만족도개념적기출상,건립료이겁대화교화시간만족도지수위우화목표적허의기업화반선택모형,해모형고필료교화시간만족도、성본화임무간적시서관계등인소。위해결표준입자군우화산법용역함입국부겁치적문제,인입혼돈수색방법,설계료일충혼돈입자군우화산법진행모형구해。실례분석표명,혼돈입자군우화산법비표준입자군우화산법구유경강적국부수색능력。
To solve the partner selection problem with fuzzy completion time and due date in a vir-tual enterprise ,a new method based on Vague sets was proposed .Based on the concept of delivery time satisfiability degree ,the formulated partner selection problem was interpreted so as to maximize the delivery time satisfiability degree index .The model took into account the factors of delivery time satisfiability degree ,cost and the precedence of tasks .Standard particle swarm optimization(PSO) al-gorithm was easily trapped in local optimum ,so chaotic searching behavior was incorporated into standard PSO algorithm and a CPSO algorithm was proposed to solve the problem .The simulation of an example demonstrates that the local searching capability of the CPSO algorithm is much better than that of standard PSO algorithm .