Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Massively Parallel Evolutionary Computation on GPGPUs

Massively Parallel Evolutionary Computation on GPGPUs

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783642379581
Condition
New
Product Description

Evolutionary algorithms (EAs) are metaheuristics that learn from natural collective behavior and are applied to solve optimization problems in domains such as scheduling, engineering, bioinformatics, and finance. Such applications demand acceptable solutions with high-speed execution using finite computational resources. Therefore, there have been many attempts to develop platforms for running parallel EAs using multicore machines, massively parallel cluster machines, or grid computing environments. Recent advances in general-purpose computing on graphics processing units (GPGPU) have opened up this possibility for parallel EAs, and this is the first book dedicated to this exciting development. The three chapters of Part I are tutorials, representing a comprehensive introduction to the approach, explaining the characteristics of the hardware used, and presenting a representative project to develop a platform for automatic parallelization of evolutionary computing (EC) on GPGPUs. The 10 chapters in Part II focus on how to consider key EC approaches in the light of this advanced computational technique, in particular addressing generic local search, tabu search, genetic algorithms, differential evolution, swarm optimization, ant colony optimization, systolic genetic search, genetic programming, and multiobjective optimization. The 6 chapters in Part III present successful results from real-world problems in data mining, bioinformatics, drug discovery, crystallography, artificial chemistries, and sudoku. Although the parallelism of EAs is suited to the single-instruction multiple-data (SIMD)-based GPU, there are many issues to be resolved in design and implementation, and a key feature of the contributions is the practical engineering advice offered. This book will be of value to researchers, practitioners,and graduate students in the areas of evolutionary computation and scientific computing.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Energy-Efficient Modular Exponential Techniques for Public-Key Cryptography

$199.99

Algebra Invariantentheorie Geometrie

$54.99

Trace-Based Post-Silicon Validation for VLSI Circuits

$109.99

Das Arzt-Patient-Verhltnis im Spiegel der Sprache

$69.99

Signalanalyse

$69.99

Fhren durch Sprache

$39.99

Palimpsests in Ethnic and Postcolonial Literature and Culture

$89.00

Computer Network Architectures and Protocols

$39.99

The Wall

$109.99

Advances in Polymer Science

$84.99

Abstraction Refinement for Scale Model Checking

$109.99

Beitrge zur Theorie der Differentialinvarianten

$49.99

Das Bachelorstudium in den USA

$17.99

Introduction to MATLAB for Biologists

$89.99

Tolkiens Theology of Beauty

$99.00

Optimization in Engineering

$99.99

Interactive Markov Chains

$39.99

Zur Differentialgeometrie der klassischen Fundamentalbereiche

$69.99

Controlling & Management Review Sonderheft 3-2016

$59.99

Crystal Chemistry of High-Tc Superconducting Copper Oxides

$39.99

Grundzge der Verkehrspolitik

$59.99

Communication in Plants

$219.00

Informationssysteme fr das Handelsmanagement

$49.99

Methodische Untersttzung zur kostenbasierten Auswahl modularer Produktstrukturen

$89.99

Polnische Kulturplakate im Sozialismus

$59.99

ErkenntnisSozialstrukturen der Moderne

$69.95

Induced Pluripotent Stem (iPS) Cells

$149.00

Economic Growth

$54.99

Algorithms and Data Structures

$39.99

Systematic Innovation Partnerships with Artificial Intelligence and Information Technology

$109.99

Advances in Cryogenic Engineering

$39.99

SLAM Techniques Application for Mobile Robot in Rough Terrain

$169.99

Jugend, Partizipation und Migration

$44.99

Learning Java with Games

$54.99

Progress in the Neurosciences and Related Fields

$54.99

Einfhrung In Die Algebraische Geometrie

$49.99

All We Need Is Love and a Really Soft Pillow! by Peter H. Reynolds

$18.99

Venous Disorders

$139.99

Transient Electromagnetic Fields

$39.99

Advances in Microbial Ecology

$39.99