Multi Objective Combinatorial Optimization Problems And Solution Methods

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Multi Objective Combinatorial Optimization Problems And Solution Methods

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Author : Mehdi Toloo
language : en
Publisher: Academic Press
Release Date : 2022-02-09

Multi Objective Combinatorial Optimization Problems And Solution Methods written by Mehdi Toloo and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-09 with Science categories.

Multi-Objective Combinatorial Optimization Problems and Solution Methods discusses the results of a recent multi-objective combinatorial optimization achievement that considered metaheuristic, mathematical programming, heuristic, hyper heuristic and hybrid approaches. In other words, the book presents various multi-objective combinatorial optimization issues that may benefit from different methods in theory and practice. Combinatorial optimization problems appear in a wide range of applications in operations research, engineering, biological sciences and computer science, hence many optimization approaches have been developed that link the discrete universe to the continuous universe through geometric, analytic and algebraic techniques. This book covers this important topic as computational optimization has become increasingly popular as design optimization and its applications in engineering and industry have become ever more important due to more stringent design requirements in modern engineering practice. - Presents a collection of the most up-to-date research, providing a complete overview of multi-objective combinatorial optimization problems and applications - Introduces new approaches to handle different engineering and science problems, providing the field with a collection of related research not already covered in the primary literature - Demonstrates the efficiency and power of the various algorithms, problems and solutions, including numerous examples that illustrate concepts and algorithms

Solution Methods For Multi Objective Robust Combinatorial Optimization

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Author : Lisa Thom
language : en
Publisher:
Release Date : 2018

Solution Methods For Multi Objective Robust Combinatorial Optimization written by Lisa Thom and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.

This thesis addresses combinatorial optimization problems with several objectives containing uncertain parameters. A variety of robustness concepts for multi-objective optimization problems have been developed during the last years. This thesis provides methods to find so-called robust efficient solutions with respect to several of these concepts, assuming the uncertain parameters to be given via common uncertainty sets. Several solution approaches are presented, including extensions and combinations of algorithms from both robust and multi-objective optimization, using properties of partic...

Multi Objective Combinatorial Optimization Problems In Transportation And Defense Systems

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Author : Hadi Farhangi
language : en
Publisher:
Release Date : 2017

Multi Objective Combinatorial Optimization Problems In Transportation And Defense Systems written by Hadi Farhangi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with categories.

"Multi-objective Optimization problems arise in many applications; hence, solving them efficiently is important for decision makers. A common procedure to solve such problems is to generate the exact set of Pareto efficient solutions. However, if the problem is combinatorial, generating the exact set of Pareto efficient solutions can be challenging. This dissertation is dedicated to Multi-objective Combinatorial Optimization problems and their applications in system of systems architecting and railroad track inspection scheduling. In particular, multi-objective system of systems architecting problems with system flexibility and performance improvement funds have been investigated. Efficient solution methods are proposed and evaluated for not only the system of systems architecting problems, but also a generic multi-objective set covering problem. Additionally, a bi-objective track inspection scheduling problem is introduced for an automated ultrasonic inspection vehicle. Exact and approximation methods are discussed for this bi-objective track inspection scheduling problem"--Abstract, page iii.

Multiobjective Discrete And Combinatorial Optimization

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Author : Matthias Ehrgott
language : en
Publisher:
Release Date : 2006

Multiobjective Discrete And Combinatorial Optimization written by Matthias Ehrgott and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Combinatorial optimization categories.

Metaheuristics In Combinatorial Optimization

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Author : Gilbert Laporte
language : en
Publisher:
Release Date : 1996

Metaheuristics In Combinatorial Optimization written by Gilbert Laporte and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Algorithms categories.

Gecco 2000

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Author : L. Darrell Whitley
language : en
Publisher: Morgan Kaufmann
Release Date : 2000

Gecco 2000 written by L. Darrell Whitley and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.

Stochastic Algorithms For Optimization

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Author : Jin-Cheng Wang
language : en
Publisher:
Release Date : 1994

Stochastic Algorithms For Optimization written by Jin-Cheng Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.

Numerical Analysis And Applied Mathematics

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Author : Theodore E. Simos
language : en
Publisher: American Institute of Physics
Release Date : 2007-09-14

Numerical Analysis And Applied Mathematics written by Theodore E. Simos and has been published by American Institute of Physics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-14 with Computers categories.

This volume contains peer-reviewed papers presented at the International Conference on Numerical Analysis and Applied Mathematics 2007, ICNAAM-2007. This conference brought together leading scientists of the international Numerical and Applied Mathematics community. More than 350 papers were submitted to be considered for presentation at ICNAAM-2007. From these submissions, 189 papers were selected after an international peer review by at least two independent reviewers.

Proceedings Of The Genetic And Evolutionary Computation Conference

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Author :
language : en
Publisher:
Release Date : 2000

Proceedings Of The Genetic And Evolutionary Computation Conference written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Evolutionary computation categories.

Advances In Multi Objective Nature Inspired Computing

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Author : Carlos Coello Coello
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-02-04

Advances In Multi Objective Nature Inspired Computing written by Carlos Coello Coello 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 2010-02-04 with Mathematics categories.

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.