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![A Reconfigurable Hardware Implementation of Genetic Algorithms for VLSI CAD Design [microform] PDF](https://books.google.com/books/content/images/frontcover/R7q8wgEACAAJ?fife=w150-h200)
Author: Gurwant Kaur Koonar
Publisher: National Library of Canada = Bibliothèque nationale du Canada
ISBN: 9780612850682
Category :
Languages : en
Pages : 159
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Book Description
![A Reconfigurable Hardware Implementation of Genetic Algorithms for VLSI CAD Design [microform] PDF](https://books.google.com/books/content/images/frontcover/R7q8wgEACAAJ?fife=w80-h100)
Author: Gurwant Kaur Koonar
Publisher: National Library of Canada = Bibliothèque nationale du Canada
ISBN: 9780612850682
Category :
Languages : en
Pages : 159
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Book Description
Author: Adrian Thompson
Publisher: Springer Science & Business Media
ISBN: 1447134141
Category : Computers
Languages : en
Pages : 128
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Book Description
Evolution through natural selection has been going on for a very long time. Evolution through artificial selection has been practiced by humans for a large part of our history, in the breeding of plants and livestock. Artificial evolution, where we evolve an artifact through artificial selection, has been around since electronic computers became common: about 30 years. Right from the beginning, people have suggested using artificial evolution to design electronics automatically.l Only recently, though, have suitable re configurable silicon chips become available that make it easy for artificial evolution to work with a real, physical, electronic medium: before them, ex periments had to be done entirely in software simulations. Early research concentrated on the potential applications opened-up by the raw speed ad vantage of dedicated digital hardware over software simulation on a general purpose computer. This book is an attempt to show that there is more to it than that. In fact, a radically new viewpoint is possible, with fascinating consequences. This book was written as a doctoral thesis, submitted in September 1996. As such, it was a rather daring exercise in ruthless brevity. Believing that the contribution I had to make was essentially a simple one, I resisted being drawn into peripheral discussions. In the places where I deliberately drop a subject, this implies neither that it's not interesting, nor that it's not relevant: just that it's not a crucial part of the tale I want to tell here.
Author: Pradeep Ruben Fernando
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
ABSTRACT: Rapid advances in integration technology have tremendously increased the design complexity of very large scale integrated (VLSI) circuits, necessitating robust optimization techniques in many stages of VLSI design. A genetic algorithm (GA) is a stochastic optimization technique that uses principles derived from the evolutionary process in nature. In this work, genetic algorithms are used to alleviate the hardware design process of VLSI application specific integrated circuits (ASICs) and reconfigurable hardware. VLSI ASIC design suffers from high design complexity and a large number of optimization objectives requiring hierarchical design approaches and multi-objective optimization techniques. The floorplanning stage of the design cycle becomes highly important in hierarchical design methods. In this work, a multi-objective genetic algorithm based floorplanner has been developed with novel crossover operators to address the multi-objective floorplanning problem for VLSI ASICs. The genetic floorplanner achieves significant wirelength savings (>19% on average) with little or no increase in area (
Author: Lukas Sekanina
Publisher: Springer Science & Business Media
ISBN: 3642186092
Category : Computers
Languages : en
Pages : 205
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Book Description
At the beginning of the 1990s research started in how to combine soft comput ing with reconfigurable hardware in a quite unique way. One of the methods that was developed has been called evolvable hardware. Thanks to evolution ary algorithms researchers have started to evolve electronic circuits routinely. A number of interesting circuits - with features unreachable by means of con ventional techniques - have been developed. Evolvable hardware is quite pop ular right now; more than fifty research groups are spread out over the world. Evolvable hardware has become a part of the curriculum at some universi ties. Evolvable hardware is being commercialized and there are specialized conferences devoted to evolvable hardware. On the other hand, surprisingly, we can feel the lack of a theoretical background and consistent design methodology in the area. Furthermore, it is quite difficult to implement really innovative and practically successful evolvable systems using contemporary digital reconfigurable technology.
Author: Martin A. Trefzer
Publisher: Springer
ISBN: 3662446162
Category : Computers
Languages : en
Pages : 432
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Book Description
This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. Most of the examples are from electronic engineering applications, including transistor-level design and system-level implementation. The authors present an overview of the successes achieved, and the book will act as a point of reference for both academic and industrial researchers.
Author: Garrison W. Greenwood
Publisher: John Wiley & Sons
ISBN: 0470049707
Category : Computers
Languages : en
Pages : 210
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Book Description
Introduction to Evolvable Hardware: A Practical Guide for Designing Self-Adaptive Systems provides a fundamental introduction for engineers, designers, and managers involved in the development of adaptive, high reliability systems. It also introduces the concepts of evolvable hardware (EHW) to new researchers in a structured way. With this practical book, you’ll be able to quickly apply the techniques presented to existing design problems.
Author: Khushro D. Shahookar
Publisher:
ISBN:
Category :
Languages : en
Pages : 262
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Book Description
Author: Pinaki Mazumder
Publisher: Prentice Hall
ISBN: 9780130115669
Category : Genetic algorithms
Languages : en
Pages : 0
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Book Description
This book provides details about some of the EDA applications where GAs have been used. These applications include partitioning, automatic placement and routing, technology mapping for FPGAs, automatic test generation, and power estimation. One chapter is devoted to each of these topics. The objective is to provide examples where GAs have been successfull applied in the past so that the reader will be able to apply similar techniques in solving his/her own problems.
Author: Pinaki Mazumder
Publisher:
ISBN: 9789814035521
Category : Integrated circuits
Languages : en
Pages : 338
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Book Description
Author: Vasile Palade
Publisher: Springer
ISBN: 3540723773
Category : Computers
Languages : en
Pages : 325
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Book Description
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book’s thirteen chapters cover a wide area of topics in evolutionary computing and applications, including an introduction to evolutionary computing in system design; evolutionary neuro-fuzzy systems; and evolution of fuzzy controllers. The book will be useful to researchers in intelligent systems with interest in evolutionary computing, as well as application engineers and system designers.
