Overview
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.
Full Product Details
Author: Nadia Nedjah ,
Luiza de Macedo Mourelle
Publisher: Springer International Publishing AG
Imprint: Springer International Publishing AG
Edition: 2014 ed.
Volume: 529
Dimensions:
Width: 15.50cm
, Height: 1.20cm
, Length: 23.50cm
Weight: 4.439kg
ISBN: 9783319031095
ISBN 10: 3319031090
Pages: 198
Publication Date: 04 December 2013
Audience:
Professional and scholarly
,
Professional & Vocational
Format: Hardback
Publisher's Status: Active
Availability: Manufactured on demand
We will order this item for you from a manufactured on demand supplier.
Reviews
From the book reviews: “This little book presents a snapshot of advanced research and implementation of soft computing algorithms. … its value is clearly bringing to a wider technical audience implementation principles that the authors have successfully used in the exciting and promising field of soft computing.” (Vladimir Botchev, Computing Reviews, June, 2014)
From the book reviews: This little book presents a snapshot of advanced research and implementation of soft computing algorithms. ... its value is clearly bringing to a wider technical audience implementation principles that the authors have successfully used in the exciting and promising field of soft computing. (Vladimir Botchev, Computing Reviews, June, 2014)
From the book reviews: This little book presents a snapshot of advanced research and implementation of soft computing algorithms. ... its value is clearly bringing to a wider technical audience implementation principles that the authors have successfully used in the exciting and promising field of soft computing. (Vladimir Botchev, Computing Reviews, June, 2014)
