Evolvable Components
From Theory to Hardware Implementations
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Beschreibung
An authoritative account of adaptive evolvable systems operating in a changing environment. The proposed component approach for the design of evolvable systems, the mathematical theory of evolvable machines, and the idea of virtual reconfigurable circuits have opened a way towards a better understanding of evolvable systems and to the design of more adaptive, competitive and innovative engineering products. In particular, topics such as the computational power of evolvable systems, the design of complex human-competitive digital circuits and the implementation of a one-clock partial reconfiguration in a common field-programmable gate array are introduced, investigated and implemented. The application domain is the adaptive image preprocessing.
Provides new insights to the theory, software implementations and hardware realizations of evolvable systems Includes supplementary material: sn.pub/extras
Autor*in
Lukas Sekanina
Themen in »Evolvable Components«
Computational Intelligence Evolvable Hardware Evolvable Machine Hardware Design algorithm algorithms architecture automata configuration evolutionary algorithm genetic programming optimization programming
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From the reviews:
"This monograph gathers in one volume methods for evolvable hardware design with underlying and supporting fields and theories like soft computing, evolutionary biology and generalizations of computational machines. … The book may serve very well as handbook for courses on evolvable systems." (Antoni Michalski, Zentralblatt MATH, Vol. 1056, 2005)
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