Optimal service resource allocation model for virtual organization

Computer Engineering and Applications ›› 2012, Vol. 48 ›› Issue (23): 224-229.

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Optimal service resource allocation model for virtual organization

MA Shugang1，2, YANG Jianhua1

1.School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China
2.School of Business, Hebei University of Economics and Business, Shijiazhuang 050061, China

Online:2012-08-11 Published:2012-08-21

虚拟组织服务资源的优化配置模型

马书刚1，2，杨建华1

1.北京科技大学经济管理学院，北京 100083
2.河北经贸大学商学院，石家庄 050061

Abstract

Abstract: According to the goal of service costs, service times and satisfaction degree of service, optimal allocation of resource model is proposed in order to improve the efficiency of service resource allocation in virtual organization. To enhance search performance, infeasible chromosomes is replaced with feasible chromosomes. A local search is introduced to improve efficiency of the algorithm in the crossover and mutation operation. An illustrative example is presented to show the effectiveness of genetic algorithm in the optimal allocation of resource model.

Key words: virtual organization, resource allocation, genetic algorithm

摘要： 为了提高虚拟组织服务资源配置的效率，提出了以服务成本、服务时间、服务满意度为目标的资源优化配置模型，采用遗传算法进行求解。在求解中为提高遗传算法的搜索性能，对不可行染色体进行筛选，同时在交叉变异过程中利用邻域搜索提高算法的收敛速度。通过一个具体的实例验证了遗传算法在资源优化配置模型中的有效性。

关键词: 虚拟组织, 资源配置, 遗传算法

MA Shugang1，2, YANG Jianhua1. Optimal service resource allocation model for virtual organization[J]. Computer Engineering and Applications, 2012, 48(23): 224-229.

马书刚1，2，杨建华1. 虚拟组织服务资源的优化配置模型[J]. 计算机工程与应用, 2012, 48(23): 224-229.

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Optimal service resource allocation model for virtual organization

虚拟组织服务资源的优化配置模型

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