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Evolutionary Electronics: Automatic Design of Electronic Circuits and Systems by Genetic Algorithms (International Series on Computational Intelligence)
 
 
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Evolutionary Electronics: Automatic Design of Electronic Circuits and Systems by Genetic Algorithms (International Series on Computational Intelligence) [Hardcover]

Ricardo Salem Zebulum (Author), Marco Aurelio Pacheco (Author), Marley Maria Be Vellasco (Author)

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Book Description

December 20, 2001 0849308658 978-0849308659 1
From the explosion of interest, research, and applications of evolutionary computation a new field emerges-evolutionary electronics. Focused on applying evolutionary computation concepts and techniques to the domain of electronics, many researchers now see it as holding the greatest potential for overcoming the drawbacks of conventional design techniques.

Evolutionary Electronics: Automatic Design of Electronic Circuits and Systems by Genetic Algorithms formally introduces and defines this area of research, presents its main challenges in electronic design, and explores emerging technologies. It describes the evolutionary computation paradigm and its primary algorithms, and explores topics of current interest, such as multi-objective optimization. The authors examine numerous evolutionary electronics applications, draw conclusions about those applications, and sketch the future of evolutionary computation and its applications in electronics.

In coming years, the appearance of more and more advanced technologies will increase the complexity of optimization and synthesis problems, and evolutionary electronics will almost certainly become a key to solving those problems. Evolutionary Electronics is your key to discovering and unlocking the potential of this promising new field.

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Inside This Book (learn more)
First Sentence:
This chapter introduces Evolutionary Electronics. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
evolutionary electronics, fitness evaluation function, average chromosome size, extrinsic evolution, gate level representation, activation mask, evolutionary engineering approach, fault tolerant circuits, transistor level representation, evolvable systems, reconfigurable chips, functional level representation, evolvable hardware, evolved circuit, reconfigurable circuit, programmable analog arrays, programmable transistor array, variable length representation, compensating capacitance, analog bus, genotype size, developmental representation, intrinsic evolution, genome space, sweeping strategies
Key Phrases - Capitalized Phrases (CAPs): (learn more)
International Conference, New York, Proceedings of the First, Evolvable Motherboard, Morgan Kaufmann, Artificial Intelligence, Automatically Defined Functions, Field Programmable Gate Arrays, John Wiley, University of Sussex, Field Programmable Analog Arrays, Oxford University Press, Publishing Ltd, San Manteo, Generations Figure, Mean Square Error, San Mateo, Swiss Federal Institute of Technology, Time Figure
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