书目名称 | Evolutionary Algorithms for Embedded System Design |
编辑 | Rolf Drechsler,Nicole Drechsler |
视频video | |
丛书名称 | Genetic Algorithms and Evolutionary Computation |
图书封面 |  |
描述 | .Evolutionary Algorithms for Embedded System Design. describes how Evolutionary Algorithm (EA) concepts can be applied to circuit and system design - an area where time-to-market demands are critical. EAs create an interesting alternative to other approaches since they can be scaled with the problem size and can be easily run on parallel computer systems. This book presents several successful EA techniques and shows how they can be applied at different levels of the design process. Starting on a high-level abstraction, where software components are dominant, several optimization steps are demonstrated, including DSP code optimization and test generation. Throughout the book, EAs are tested on real-world applications and on large problem instances. For each application the main criteria for the successful application in the corresponding domain are discussed. In addition, contributions from leading international researchers provide the reader with a variety of perspectives, including a special focus on the combination of EAs with problem specific heuristics...Evolutionary Algorithms for Embedded System Design. is an excellent reference for both practitioners working in the area of c |
出版日期 | Book 2003 |
关键词 | Embedded Systems; System; algorithms; digital signal processor; evolutionary algorithm; genetic algorithm |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4615-1035-2 |
isbn_softcover | 978-1-4613-5362-1 |
isbn_ebook | 978-1-4615-1035-2Series ISSN 1568-2587 |
issn_series | 1568-2587 |
copyright | Springer Science+Business Media New York 2003 |