Evolutionary Computing: The Origins

Evolutionary Computing: The Origins
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进化计算:起源

DOI:
10.1007/978-3-662-44874-8_2
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发表时间:
2015
影响因子:
6.2
通讯作者:
Jim E. Smith
Jim E. Smith
中科院分区:
教育学1区
文献类型:
--
作者:
A. Eiben;Jim E. Smith

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本章为读者提供了通过本书学习进化计算(EC)的基础知识。我们开始与进化计算领域的简史,其次是一些生物过程的介绍,作为灵感,并提供了丰富的来源的想法和隐喻的研究人员,然后我们讨论的动机,工作和研究,进化计算方法。最后,我们以成功应用电子商务的应用程序为例。
This chapter provides the reader with the basics for studying evolutionary computing (EC) through this book. We begin with a brief history of the field of evolutionary computing, followed by an introduction to some of the biological processes that have served as inspiration and that have provided a rich source of ideas and metaphors to researchers.We then discuss motivations for working with, and studying, evolutionary computing methods. We end with examples of applications where EC was successfully applied.