Genetic Algorithms and Evolutionary Computation

Evolutionary Algorithms for Embedded System Design

Editors: Drechsler, Rolf, Drechsler, Nicole (Eds.)

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About this book

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 circuit and system design and for researchers in the field of evolutionary concepts.

Table of contents (5 chapters)

  • Evolutionary Testing of Embedded Systems

    Wegener, Joachim

    Pages 1-33

  • Genetic Algorithm Based DSP Code Optimization

    Leupers, Rainer

    Pages 35-62

  • Hierarchical Synthesis of Embedded Systems Using Evolutionary Algorithms

    Haubelt, Christian (et al.)

    Pages 63-104

  • Functional Test Generation

    Ferrandi, Fabrizio (et al.)

    Pages 105-142

  • Built-In Self Test of Sequential Circuits

    Corno, Fulvio (et al.)

    Pages 143-173

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4615-1035-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-1-4020-7276-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $189.00
price for USA
  • ISBN 978-1-4613-5362-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Evolutionary Algorithms for Embedded System Design
Editors
  • Rolf Drechsler
  • Nicole Drechsler
Series Title
Genetic Algorithms and Evolutionary Computation
Series Volume
10
Copyright
2003
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4615-1035-2
DOI
10.1007/978-1-4615-1035-2
Hardcover ISBN
978-1-4020-7276-5
Softcover ISBN
978-1-4613-5362-1
Series ISSN
1568-2587
Edition Number
1
Number of Pages
XXVIII, 177
Topics