Name: Hardware for Soft Computing and Soft Computing for Hardware
Price: 3414.00 TWD
Availability: InStock
Author: Nedjah, Nadia ; Mourelle, Luiza De Macedo
ISBN: 9783319378749

portada Hardware for Soft Computing and Soft Computing for Hardware

Hardware for Soft Computing and Soft Computing for Hardware

Type

Physical Book

Author

Nadia Nedjah

Luiza De Macedo Mourelle

Publisher

Springer

Language

English

Pages

198

Format

Paperback

Dimensions

23.4 x 15.6 x 1.1 cm

Weight

0.30 kg.

ISBN13

9783319378749

Synopsis "Hardware for Soft Computing and 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.

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Hardware for Soft Computing and Soft Computing for Hardware - Nedjah, Nadia ; Mourelle, Luiza De Macedo

Synopsis "Hardware for Soft Computing and Soft Computing for Hardware"

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