|
|
|||
|
||||
OverviewSingle 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 DetailsAuthor: Nadia Nedjah , Luiza de Macedo MourellePublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: Softcover reprint of the original 1st ed. 2014 Volume: 529 Dimensions: Width: 15.50cm , Height: 1.10cm , Length: 23.50cm Weight: 3.285kg ISBN: 9783319378749ISBN 10: 3319378740 Pages: 198 Publication Date: 27 August 2016 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: Manufactured on demand We will order this item for you from a manufactured on demand supplier. Table of ContentsPart I Hardware for Soft Computing.- Part II Soft Computing for Hardware.ReviewsFrom 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) Author InformationTab Content 6Author Website:Countries AvailableAll regions |