Evolutionary Algorithms For Solving Multi Objective Problems
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Author | : Carlos Coello Coello |
Publisher | : Springer Science & Business Media |
Total Pages | : 810 |
Release | : 2007-08-26 |
Genre | : 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 | : Carlos Coello Coello |
Publisher | : Springer Science & Business Media |
Total Pages | : 810 |
Release | : 2007-09-18 |
Genre | : Computers |
ISBN | : 0387332545 |
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 | : Carlos A. Coello Coello |
Publisher | : World Scientific |
Total Pages | : 792 |
Release | : 2004 |
Genre | : 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
Author | : Kalyanmoy Deb |
Publisher | : John Wiley & Sons |
Total Pages | : 540 |
Release | : 2001-07-05 |
Genre | : Mathematics |
ISBN | : 9780471873396 |
Optimierung mit mehreren Zielen, evolutionäre Algorithmen: Dieses Buch wendet sich vorrangig an Einsteiger, denn es werden kaum Vorkenntnisse vorausgesetzt. Geboten werden alle notwendigen Grundlagen, um die Theorie auf Probleme der Ingenieurtechnik, der Vorhersage und der Planung anzuwenden. Der Autor gibt auch einen Ausblick auf Forschungsaufgaben der Zukunft.
Author | : Ajith Abraham |
Publisher | : Springer Science & Business Media |
Total Pages | : 313 |
Release | : 2005-09-05 |
Genre | : 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 | : Ashish Ghosh |
Publisher | : Springer Science & Business Media |
Total Pages | : 1001 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 3642189652 |
This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world.
Author | : Gade Pandu Rangaiah |
Publisher | : World Scientific |
Total Pages | : 454 |
Release | : 2009 |
Genre | : Technology & Engineering |
ISBN | : 9812836527 |
Optimization has been playing a key role in the design, planning and operation of chemical and related processes for nearly half a century. Although process optimization for multiple objectives was studied by several researchers back in the 1970s and 1980s, it has attracted active research in the last 10 years, spurred by the new and effective techniques for multi-objective optimization. In order to capture this renewed interest, this monograph presents the recent and ongoing research in multi-optimization techniques and their applications in chemical engineering. Following a brief introduction and general review on the development of multi-objective optimization applications in chemical engineering since 2000, the book gives a description of selected multi-objective techniques and then goes on to discuss chemical engineering applications. These applications are from diverse areas within chemical engineering, and are presented in detail. All chapters will be of interest to researchers in multi-objective optimization and/or chemical engineering; they can be read individually and used in one''s learning and research. Several exercises are included at the end of many chapters, for use by both practicing engineers and students.
Author | : Carlos M. Fonseca |
Publisher | : Springer Science & Business Media |
Total Pages | : 825 |
Release | : 2003-04-07 |
Genre | : Business & Economics |
ISBN | : 3540018697 |
This book constitutes the refereed proceedings of the Second International Conference on Evolutionary Multi-Criterion Optimization, EMO 2003, held in Faro, Portugal, in April 2003. The 56 revised full papers presented were carefully reviewed and selected from a total of 100 submissions. The papers are organized in topical sections on objective handling and problem decomposition, algorithm improvements, online adaptation, problem construction, performance analysis and comparison, alternative methods, implementation, and applications.
Author | : Joshua Knowles |
Publisher | : Springer Science & Business Media |
Total Pages | : 413 |
Release | : 2008-01-28 |
Genre | : 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 | : Marc Schoenauer |
Publisher | : Springer Science & Business Media |
Total Pages | : 920 |
Release | : 2000-09-06 |
Genre | : 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.