Evolutionary Electronics

TRAMA

Evolutionary Electronics is a new research area that involves applications of Evolutionary Computation in the domain of electronics. Evolutionary Electronics: Automatic Design of Electronic Circuits and Systems by Genetic Algorithms presents a comprehensive and detailed analysis of the innovation. It also introduces new methods for Evolutionary Computation that can be applied in other engineering fields. The first book to cover the novel field of Evolutionary Electronics, it is sure to attract not only researchers, but also electronic circuits manufacturers, technology developers, end-users from the aerospace community, and engineers.

NOTE EDITORE

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.

SOMMARIO

INTRODUCTION TO EVOLUTIONARY ELECTRONICSEvolutionary Design of Electronic Circuits: A Prospect of the areaElectronic Circuit Design: A Search TaskA Brief Survey of Evolutionary ElectronicsINTRODUCTION TO EVOLUTIONARY COMPUTATIONBasic Concepts of Natural EvolutionPutting these Ideas to Work: Evolutionary ComputationThe Main Evolutionary AlgorithmsADVANCED TOPICS IN EVOLUTIONARY COMPUTATIONVariable Length Representation SystemsMultiple-Objective OptimizationSpeciation in Evolutionary AlgorithmsDeception in Evolutionary AlgorithmsEVOLUTIONARY COMPUTATION: A TOOL FOR INTEGRATED CIRCUITS OPTIMIZATIONAnalog Chips OptimizationVLSI Digital Chips OptimizationEVOLUTIONARY COMPUTATION: A TOOL FOR ANALOG CIRCUIT SYNTHESISAnalog Circuits EvolutionDiscussion: Incorporating Sensitivity Analysis and Fault Tolerance into the Design ProcessEVOLUTIONARY COMPUTATION: A TOOL FOR DIGITAL CIRCUIT SYNTHESISRepresentationEvaluationCircuits SynthesisEVOLUTION OF CIRCUITS ON RECONFIGURABLE CHIPSField Programmable Gate ArraysField Programmable Analog ArraysEvolvable Hardware: Evolving Circuits on Reconfigurable ChipsDiscussion: Virtual ComputingFINAL REMARKSConclusionsWhere are we going to?

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9780849308659
• Collana: International Series on Computational Intelligence
• Dimensioni: 9.25 x 6.125 in Ø 1.28 lb
• Formato: Copertina rigida
• Illustration Notes: 162 b/w images
• Pagine Arabe: 320