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Research on the Partner Selection of Virtual Enterprise Based on Self-adaptive Genetic Algorithm

机译:基于自适应遗传算法的虚拟企业合作伙伴选择研究

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摘要

In this paper, the problem of partner selection for virtual enterprise (VE) is addressed. A mathematical model considering the process time, cost, quality and reliability in partner selection of VE is constructed and an algorithm based on self-adaptive genetic algorithms is proposed for that problem. In this algorithm, self-adaptive crossover and mutation functions are designed considering the individual's fitness. Thus, each individual of the population owns the ability of self-adaptation according to the variation of the environment. The designed operators can avoid the emergency of premature and contribute to the convergence of the algorithm, which guarantee the global optimal solution being found as well.
机译:在本文中,解决了虚拟企业(VE)的合作伙伴选择问题。构建了伴侣选择的过程时间,成本,质量和可靠性的数学模型,并提出了一种基于自适应遗传算法的算法。在该算法中,考虑个人的健身设计,设计了自适应交叉和突变函数。因此,人口的每个人都有根据环境变异的自适应能力。设计的操作员可以避免过早的紧急情况,并有助于算法的收敛,这保证了全局最佳解决方案也被发现。

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