Author : Joshua Knowles
Publisher : Springer Science & Business Media
Page : 413 pages
File Size : 50,54 MB
Release : 2008-01-28
Category : Computers
ISBN : 3540729631
This text examines how multiobjective evolutionary algorithms and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concept of multiobjective optimization can be used to reformulate and resolve problems in areas such as constrained optimization, co-evolution, classification, inverse modeling, and design.
Author : Joshua Knowles
Publisher : Springer
Page : 428 pages
File Size : 33,79 MB
Release : 2016-04-01
Category :
ISBN : 9783662501191
This text examines how multiobjective evolutionary algorithms and related techniques can be used to solve problems, particularly in the disciplines of science and engineering. Contributions by leading researchers show how the concept of multiobjective optimization can be used to reformulate and resolve problems in areas such as constrained optimization, co-evolution, classification, inverse modeling, and design.
Author : Carlos Coello Coello
Publisher : Springer Science & Business Media
Page : 204 pages
File Size : 16,25 MB
Release : 2010-02-04
Category : Mathematics
ISBN : 364211217X
The purpose of this book is to collect contributions that deal with the use of nature inspired metaheuristics for solving multi-objective combinatorial optimization problems. Such a collection intends to provide an overview of the state-of-the-art developments in this field, with the aim of motivating more researchers in operations research, engineering, and computer science, to do research in this area. As such, this book is expected to become a valuable reference for those wishing to do research on the use of nature inspired metaheuristics for solving multi-objective combinatorial optimization problems.
Author : Xin Yao
Publisher : Springer Science & Business Media
Page : 1204 pages
File Size : 16,56 MB
Release : 2004-09-13
Category : Computers
ISBN : 3540230920
This book constitutes the refereed proceedings of the 8th International Conference on Parallel Problem Solving from Nature, PPSN 2004, held in Birmingham, UK, in September 2004. The 119 revised full papers presented were carefully reviewed and selected from 358 submissions. The papers address all current issues in biologically inspired computing; they are organized in topical sections on theoretical and foundational issues, new algorithms, applications, multi-objective optimization, co-evolution, robotics and multi-agent systems, and learning classifier systems and data mining.
Author : Carlos Coello Coello
Publisher : Springer Science & Business Media
Page : 810 pages
File Size : 50,49 MB
Release : 2007-08-26
Category : Computers
ISBN : 0387367977
This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evolutionary algorithms are presented here in an innovative and student-friendly fashion, incorporating state-of-the-art research. The book disseminates the application of evolutionary algorithm techniques to a variety of practical problems. It contains exhaustive appendices, index and bibliography and links to a complete set of teaching tutorials, exercises and solutions.
Author : Ajith Abraham
Publisher : Springer Science & Business Media
Page : 313 pages
File Size : 42,45 MB
Release : 2005-09-05
Category : Computers
ISBN : 1846281377
Evolutionary Multi-Objective Optimization is an expanding field of research. This book brings a collection of papers with some of the most recent advances in this field. The topic and content is currently very fashionable and has immense potential for practical applications and includes contributions from leading researchers in the field. Assembled in a compelling and well-organised fashion, Evolutionary Computation Based Multi-Criteria Optimization will prove beneficial for both academic and industrial scientists and engineers engaged in research and development and application of evolutionary algorithm based MCO. Packed with must-find information, this book is the first to comprehensively and clearly address the issue of evolutionary computation based MCO, and is an essential read for any researcher or practitioner of the technique.
Author : Günter Rudolph
Publisher : Springer Science & Business Media
Page : 1183 pages
File Size : 21,48 MB
Release : 2008-09-10
Category : Computers
ISBN : 3540876995
This book constitutes the refereed proceedings of the 10th International Conference on Parallel Problem Solving from Nature, PPSN 2008, held in Dortmund, Germany, in September 2008. The 114 revised full papers presented were carefully reviewed and selected from 206 submissions. The conference covers a wide range of topics, such as evolutionary computation, quantum computation, molecular computation, neural computation, artificial life, swarm intelligence, artificial ant systems, artificial immune systems, self-organizing systems, emergent behaviors, and applications to real-world problems. The paper are organized in topical sections on formal theory, new techniques, experimental analysis, multiobjective optimization, hybrid methods, and applications.
Author : Marc Schoenauer
Publisher : Springer Science & Business Media
Page : 920 pages
File Size : 44,79 MB
Release : 2000-09-06
Category : Computers
ISBN : 3540410562
This book constitutes the refereed proceedings of the 6th International Conference on Parallel Problem Solving from Nature, PPSN VI, held in Paris, France in September 2000. The 87 revised full papers presented together with two invited papers were carefully reviewed and selected from 168 submissions. The presentations are organized in topical sections on analysis and theory of evolutionary algorithms, genetic programming, scheduling, representations and operators, co-evolution, constraint handling techniques, noisy and non-stationary environments, combinatorial optimization, applications, machine learning and classifier systems, new algorithms and metaphors, and multiobjective optimization.
Author : Thomas Philip Runarsson
Publisher : Springer
Page : 1079 pages
File Size : 22,81 MB
Release : 2006-10-06
Category : Computers
ISBN : 3540389911
This book constitutes the refereed proceedings of the 9th International Conference on Parallel Problem Solving from Nature, PPSN 2006. The book presents 106 revised full papers covering a wide range of topics, from evolutionary computation to swarm intelligence and bio-inspired computing to real-world applications. These are organized in topical sections on theory, new algorithms, applications, multi-objective optimization, evolutionary learning, as well as representations, operators, and empirical evaluation.
Author : Carlos A. Coello Coello
Publisher : World Scientific
Page : 792 pages
File Size : 27,16 MB
Release : 2004
Category : Computers
ISBN : 9812561064
- Detailed MOEA applications discussed by international experts - State-of-the-art practical insights in tackling statistical optimization with MOEAs - A unique monograph covering a wide spectrum of real-world applications - Step-by-step discussion of MOEA applications in a variety of domains
