书目名称 | Evolutionary Algorithms for VLSI CAD | 编辑 | Rolf Drechsler | 视频video | | 图书封面 |  | 描述 | In VLSI CAD, difficult optimization problems have to be solvedon a constant basis. Various optimization techniques have beenproposed in the past. While some of these methods have been shown towork well in applications and have become somewhat established overthe years, other techniques have been ignored. .Recently, there has been a growing interest in optimization algorithmsbased on principles observed in nature, termed Evolutionary Algorithms(EAs). ..Evolutionary Algorithms in VLSI CAD. presents the basic conceptsof EAs, and considers the application of EAs in VLSI CAD. It is thefirst book to show how EAs could be used to improve IC design toolsand processes. Several successful applications from different areas ofcircuit design, like logic synthesis, mapping and testing, aredescribed in detail. ..Evolutionary Algorithms in VLSI CAD. consists of two parts. Thefirst part discusses basic principles of EAs and provides someeasy-to-understand examples. Furthermore, a theoretical model formulti-objective optimization is presented. In the second part asoftware implementation of EAs is supplied together with detaileddescriptions of several EA applications. These applications cover awide r | 出版日期 | Book 1998 | 关键词 | Software; VLSI; algorithms; circuit design; computer-aided design (CAD); evolutionary algorithm; integrate | 版次 | 1 | doi | https://doi.org/10.1007/978-1-4757-2866-8 | isbn_softcover | 978-1-4419-5040-6 | isbn_ebook | 978-1-4757-2866-8 | copyright | Springer Science+Business Media New York 1998 |
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