Autor: Luiza De Macedo Mourelle
ISBN-13: 9783319378749
Veröffentl: 27.08.2016
Einband: Previously published in hardcover
Seiten: 212
Gewicht: 328 g
Format: 235x155x11 mm
Sprache: Englisch

Hardware for Soft Computing and Soft Computing for Hardware

 Previously published in hardcover
Sofort lieferbar | * inkl. MwSt ggf. zzgl. Versandkosten
This book presents hardware designs for soft computing techniques that can be embedded in any final product. It also introduces soft computing techniques that can be used to solve many hard problems encountered during the design of embedded hardware designs.
Carefully edited book on Hardware for Soft Computing and Soft Computing for Hardware
Part I Hardware for Soft Computing.- Part II Soft Computing for Hardware.
Single and Multi-Objective Evolutionary Computation (MOEA), Genetic Algorithms (GAs), Artificial Neural Networks (ANNs), Fuzzy Controllers (FCs), Particle Swarm Optimization (PSO) and Ant colony Optimization (ACO) are becoming omnipresent in almost every intelligent system design. Unfortunately, the application of the majority of these techniques is complex and so requires a huge computational effort to yield useful and practical results. Therefore, dedicated hardware for evolutionary, neural and fuzzy computation is a key issue for designers. With the spread of reconfigurable hardware such as FPGAs, digital as well as analog hardware implementations of such computation become cost-effective. The idea behind this book is to offer a variety of hardware designs for soft computing techniques that can be embedded in any final product. Also, to introduce the successful application of soft computing technique to solve many hard problems encountered during the design of embedded hardware designs. Reconfigurable embedded designs for GAs, ANNs, FCs and PSO are presented and evaluated. Also, the application of quantum-based evolutionary computation and multi-objective evolutionary computation as well as ACO are applied to solve hard problems related to circuit synthesis, IP assignment, mapping and routing of applications on Network-On-Chip infrastructures.

Zu diesem Artikel ist noch keine Rezension vorhanden.
Helfen sie anderen Besuchern und verfassen Sie selbst eine Rezension.

 

Rezensionen

Autor: Luiza De Macedo Mourelle
ISBN-13:: 9783319378749
ISBN: 3319378740
Erscheinungsjahr: 27.08.2016
Verlag: Springer International Publishing
Gewicht: 328g
Seiten: 212
Sprache: Englisch
Auflage Softcover reprint of the original 1st ed. 2014
Sonstiges: Taschenbuch, 235x155x11 mm