Hybrid Metaheuristics


Hybrid Metaheuristics
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Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Christian Blum
language : en
Publisher: Springer
Release Date : 2008-06-24

Hybrid Metaheuristics written by Christian Blum and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-06-24 with Technology & Engineering categories.


Optimization problems are of great importance across a broad range of fields. They can be tackled, for example, by approximate algorithms such as metaheuristics. This book is intended both to provide an overview of hybrid metaheuristics to novices of the field, and to provide researchers from the field with a collection of some of the most interesting recent developments. The authors involved in this book are among the top researchers in their domain.



Hybrid Metaheuristics Research And Applications


Hybrid Metaheuristics Research And Applications
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Author : Bhattacharyya Siddhartha
language : en
Publisher: World Scientific
Release Date : 2018-09-27

Hybrid Metaheuristics Research And Applications written by Bhattacharyya Siddhartha and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-27 with Computers categories.


A metaheuristic is a higher-level procedure designed to select a partial search algorithm that may lead to a good solution to an optimization problem, especially with incomplete or imperfect information.This unique compendium focuses on the insights of hybrid metaheuristics. It illustrates the recent researches on evolving novel hybrid metaheuristic algorithms, and prominently highlights its diverse application areas. As such, the book helps readers to grasp the essentials of hybrid metaheuristics and to address real world problems.The must-have volume serves as an inspiring read for professionals, researchers, academics and graduate students in the fields of artificial intelligence, robotics and machine learning.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Maria J. Blesa
language : en
Publisher: Springer
Release Date : 2016-06-01

Hybrid Metaheuristics written by Maria J. Blesa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-01 with Computers categories.


This book constitutes the refereed proceedings of the 10th International Workshop on Hybrid Metaheuristics, HM 2016, held in Plymouth, UK, in June 2016. The 15 revised full papers presented were carefully reviewed and selected from 43 submissions. The selected papers are of interest for all the researchers working on integrating metaheuristics with other areas for solving both optimization and constraint satisfaction problems. They represent as well a sample of current research demonstrating how metaheuristics can be integrated with integer linear programming and other operational research techniques for tackling difficult and relevant problems.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : María J. Blesa
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-09-29

Hybrid Metaheuristics written by María J. Blesa and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-09-29 with Computers categories.


The main goal of this book is to provide a state of the art of hybrid metaheuristics. The book provides a complete background that enables readers to design and implement hybrid metaheuristics to solve complex optimization problems (continuous/discrete, mono-objective/multi-objective, optimization under uncertainty) in a diverse range of application domains. Readers learn to solve large scale problems quickly and efficiently combining metaheuristics with complementary metaheuristics, mathematical programming, constraint programming and machine learning. Numerous real-world examples of problems and solutions demonstrate how hybrid metaheuristics are applied in such fields as networks, logistics and transportation, bio-medical, engineering design, scheduling.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Christian Blum
language : en
Publisher: Springer
Release Date : 2016-05-23

Hybrid Metaheuristics written by Christian Blum and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-23 with Computers categories.


This book explains the most prominent and some promising new, general techniques that combine metaheuristics with other optimization methods. A first introductory chapter reviews the basic principles of local search, prominent metaheuristics, and tree search, dynamic programming, mixed integer linear programming, and constraint programming for combinatorial optimization purposes. The chapters that follow present five generally applicable hybridization strategies, with exemplary case studies on selected problems: incomplete solution representations and decoders; problem instance reduction; large neighborhood search; parallel non-independent construction of solutions within metaheuristics; and hybridization based on complete solution archives. The authors are among the leading researchers in the hybridization of metaheuristics with other techniques for optimization, and their work reflects the broad shift to problem-oriented rather than algorithm-oriented approaches, enabling faster and more effective implementation in real-life applications. This hybridization is not restricted to different variants of metaheuristics but includes, for example, the combination of mathematical programming, dynamic programming, or constraint programming with metaheuristics, reflecting cross-fertilization in fields such as optimization, algorithmics, mathematical modeling, operations research, statistics, and simulation. The book is a valuable introduction and reference for researchers and graduate students in these domains.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Maria José Blesa
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-09-27

Hybrid Metaheuristics written by Maria José Blesa and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-27 with Computers categories.


This book constitutes the refereed proceedings of the 7th International Workshop on Hybrid Metaheuristics, HM 2010, held in Vienna, Austria, in October 2010. The 14 revised full papers presented were carefully reviewed and selected from 29 submissions.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : María José Blesa Aguilera
language : en
Publisher: Springer
Release Date : 2005-08-25

Hybrid Metaheuristics written by María José Blesa Aguilera and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-25 with Computers categories.


This book constitutes the refereed proceedings of the Second International Workshop on Hybrid Metaheuristics, HM 2005, held in Barcelona, Spain, in August 2005. The 13 revised full papers presented were carefully reviewed and selected from 37 submissions. The topics of this new emerging field addressed by the papers are: novel combinations of components from different metaheuristics, hybridization of metaheuristics and AI/OR techniques, low-level hybridization, high-level hybridization, portfolio techniques, expert systems, co-operative search, taxonomy, terminology, classification of hybrid metaheuristics, co-evolution techniques, automated parameter tuning, empirical and statistical comparison, theoretic aspects of hybridization, parallelization, and software libraries.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Maria J. Blesa Aguilera
language : en
Publisher: Springer
Release Date : 2019-01-07

Hybrid Metaheuristics written by Maria J. Blesa Aguilera and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-07 with Computers categories.


This book constitutes the refereed proceedings of the 11th International Workshop on Hybrid Metaheuristics, HM 2019, held in Concepción, Chile, in January 2019. The 11 revised full papers and 5 short papers presented were carefully reviewed and selected from 23 submissions. The papers present hybridization strategies and explore the integration of new techniques coming from other areas of expertise. They cover a variety of topics such as low-level hybridization, high-level hybridization, portfolio techniques, cooperative search, and theoretical aspects of hybridization.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Thomas Bartz-Beielstein
language : en
Publisher: Springer
Release Date : 2007-09-20

Hybrid Metaheuristics written by Thomas Bartz-Beielstein and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-20 with Computers categories.


This book constitutes the refereed proceedings of the 4th International Workshop on Hybrid Metaheuristics, HM 2007, held in Dortmund, Germany. The 14 revised full papers discuss specific aspects of hybridization of metaheuristics, hybrid metaheuristics design, development and testing. With increasing attention to methodological aspects, from both the empirical and theoretical sides, the papers show a representative sample of research in the field of hybrid metaheuristics.



Hybrid Metaheuristics


Hybrid Metaheuristics
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Author : Maria J. Blesa
language : en
Publisher: Springer
Release Date : 2013-05-16

Hybrid Metaheuristics written by Maria J. Blesa and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-16 with Computers categories.


This book constitutes the refereed proceedings of the 8th International Workshop on Hybrid Metaheuristics, HM 2013, held in Ischia, Italy, in May 2013. The 16 revised full papers presented were carefully reviewed and selected from 30 submissions. The selected papers cover both theoretical and experimental results, including new paradigmatic hybrid solvers and automatic design approaches as well as applications to logistics and public transport.