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The Design of Innovation: Lessons from Genetic Algorithms, Lessons for the Real World

机译:创新设计:遗传算法的经验教训,现实世界的经验教训

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This article considers some of the connections between genetic algorithms (Gas)-search procedures based on the mechanics of natural selection and natural genetics-and human innovation. Simply stated, innovation has been a source of inspiration for thinking about genetic algorithms, and as the algorithms have improved, Gas have become increasingly interesting computational models of the processes of innovation. Th article reviews the basic of genetic algorithm operation and connects the basic mechanics to two processes Of innovation: continual improvement and discontinuous change. Thereafter, some of the technical lessons of Genetic algorithm processing are reviewed and their implications are briefly explored in the context of organiza- Tional change.
机译:本文考虑了遗传算法(Gas)-基于自然选择和自然遗传学机制的搜索程序与人类创新之间的某些联系。简而言之,创新一直是思考遗传算法的灵感来源,并且随着算法的改进,Gas已成为创新过程中越来越有趣的计算模型。本文回顾了遗传算法操作的基本原理,并将基本原理与两个创新过程联系在一起:持续改进和不连续变更。此后,回顾了遗传算法处理的一些技术课程,并在组织变革的背景下简要探讨了它们的含义。

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