Evolutionary Computation As A Form Of Organization
Evolutionary Computation As A Form Of Organization
复制标题
进化计算作为一种组织形式
DOI：
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发表时间：
2002
期刊：
影响因子：
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通讯作者：
D. Goldberg
中科院分区：
文献类型：
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作者：
Alexander Kosorukoff;D. Goldberg
遗传算法（GA）的传统应用领域是工程和技术。遗传算法的成功是众所周知的。本文探讨了使用遗传算法作为模型来影响组织的设计。特别是，我们概述了进化的组织过程的概念的基础上，最近的两个案例：团队合作的质量教育（TQE）和自由知识交流（FKE）项目。这两个项目的显着特点是，计算进化过程影响组织环境，提供了人的互动结构，促进他们的沟通。在这两种情况下，组织结构和人直接参与到进化过程中，将进化计算的力量与参与人类的能力相结合。
Traditional areas of application of genetic algorithms (GA) are engineering and technology. Success of genetic algorithms there is well known. This paper explores the use of genetic algorithms as models to influence the design of organization. In particular, we outline the concept of evolutionary organization process based on two recent cases: the Teamwork for a Quality Education (TQE) and Free Knowledge Exchange (FKE) projects. The distinguishing feature of both projects is that computational evolutionary processes influence the organizational environment, providing the structure of interactions of people and facilitating their communication. In both cases, the organizational structure and people become directly involved into the evolutionary process integrating the power of evolutionary computation with the competence of participating human beings.