Metaheuristiques Pour Loptimisation Difficile

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Métaheuristiques pour l'optimisation difficile

Author :
Publisher : Editions Eyrolles
ISBN 13 : 9782212113686
Total Pages : 356 pages
Book Rating : 4.1/5 (136 download)

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Book Synopsis Métaheuristiques pour l'optimisation difficile by :

Download or read book Métaheuristiques pour l'optimisation difficile written by and published by Editions Eyrolles. This book was released on 2003 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Les métaheuristiques et leurs applications. Les ingénieurs, les économistes, les décideurs se heurtent quotidiennement, quel que soit leur secteur d'activité, à des problèmes d'optimisation. Il peut s'agir de minimiser un coût de production, d'optimiser le parcours d'un véhicule ou le rendement d'un portefeuille boursier, de rationaliser l'utilisation de ressources, d'améliorer les performances d'un circuit électronique, de fournir une aide à la décision à des managers, etc. Cet ouvrage présente une famille de techniques d'optimisation, appelées "métaheuristiques", adaptées à la résolution de problèmes pour lesquels il est difficile de trouver un optimum global ou de bons optimums locaux par des méthodes plus classiques. Un ouvrage de référence illustré d'études de cas La première partie de l'ouvrage présente les principales métaheuristiques : recuit simulé, recherche avec tabous, algorithmes évolutionnaires et algorithmes génétiques, colonies de fourmis. La deuxième partie décrit différentes variantes et extensions de ces méthodes, ainsi que de nouvelles voies de recherche. Y sont également proposés des conseils méthodologiques : techniques de modélisation, comparaisons de méthodes et choix de la méthode la mieux adaptée à un problème donné. La troisième partie présente trois études de cas réels : optimisation de réseaux de mobiles UMTS (France Télécom R&D), gestion de trafic aérien (ENAC), optimisation de tournées de véhicules (ILOG). A qui s'adresse ce livre ? • Aux élèves ingénieurs et étudiants en mathématiques appliquées, algorithmique, recherche opérationnelle, gestion de production, économie et finance, aide à la décision, etc. • Aux ingénieurs, enseignants-chercheurs, informaticiens, industriels, économistes et décideurs ayant à résoudre des problèmes complexes d'optimisation et d'aide à la décision. [Source : 4e de couv.]

Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport

Author : JARBOUI Bassem
Publisher : Lavoisier
ISBN 13 : 2746295237
Total Pages : 323 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport by : JARBOUI Bassem

Download or read book Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport written by JARBOUI Bassem and published by Lavoisier. This book was released on 2013-05-01 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pour assurer une production de biens de qualité, de manière fiable et dans des délais maîtrisés, les organisations ont besoin d’outils d'exécution optimale de tâches tels que l’ordonnancement. Le succès des méthodologies de résolution des problèmes d’ordonnancement de production basées sur les métaheuristiques s’explique par leur capacité à fournir des solutions proches de l’optimum, dans des temps raisonnables. Cet ouvrage se consacre, dans un premier temps, aux métaheuristiques appliquées aux problèmes d’ordonnancement multicritère, qui sont des cas particuliers des problèmes d’optimisation combinatoire multicritère, généralement NP-difficiles. Puis, il s’intéresse aux préoccupations d’ordonnancement dans le secteur du transport qui suscitent également de multiples problèmes d’optimisation. Deux grands domaines d’application se distinguent, celui des systèmes de transport et celui des ressources de transport intervenant dans un atelier.

Initiation à l’optimisation : métaheuristiques - Problèmes à variables continues

Author : Dominique Barchiesi
Publisher : Editions Ellipses
ISBN 13 : 2340091632
Total Pages : 265 pages
Book Rating : 4.3/5 (4 download)

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Book Synopsis Initiation à l’optimisation : métaheuristiques - Problèmes à variables continues by : Dominique Barchiesi

Download or read book Initiation à l’optimisation : métaheuristiques - Problèmes à variables continues written by Dominique Barchiesi and published by Editions Ellipses. This book was released on 2020-03-17 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: Les métaheuristiques sont parmi les méthodes d’optimisation les plus faciles à mettre en œuvre pour trouver la solution à des problèmes difficiles voire impossibles à résoudre directement, en s’inspirant de phénomènes issus de la nature et des sciences. Douze méthodes avec variantes sont présentées et les codes en Matlab/GNU octave sont donnés : GA (génétique),DE (évolution différentielle),BBO (biogéographie),RS (recuit simulé),GSO (Gravitationnel),CRO (réaction chimique),PSO (essaim de particules),LUC (lucioles),ABC (colonies d’abeilles artificielles),GWO (loup gris),ACO (colonies de fourmis),BSO (brainstorming). Elles sont caractérisées, comparées et les outils fournis permettent de les combiner, les modifier ad libitum afin de les adapter à des problèmes réels. Des applications à la thermique, l’électronique, l’agriculture, la mécanique permettent d’étendre leur domaine d’application à la résolution de problème inverse, à l’ajustement de modèle à des résultats expérimentaux et à la propagation d’incertitudes.

Métaheuristiques

Author : Bastien Chopard
Publisher :
ISBN 13 : 9782354123048
Total Pages : 282 pages
Book Rating : 4.1/5 (23 download)

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Book Synopsis Métaheuristiques by : Bastien Chopard

Download or read book Métaheuristiques written by Bastien Chopard and published by . This book was released on 2018-04-05 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Modelling, Computation and Optimization in Information Systems and Management Sciences

Author : Le Thi Hoai An
Publisher : Springer Science & Business Media
ISBN 13 : 3540874771
Total Pages : 632 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Modelling, Computation and Optimization in Information Systems and Management Sciences by : Le Thi Hoai An

Download or read book Modelling, Computation and Optimization in Information Systems and Management Sciences written by Le Thi Hoai An and published by Springer Science & Business Media. This book was released on 2008-10-25 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constitutes the refereed proceedings of the Second International Conference MCO 2008, Metz, France, September 2008. This title organizes the papers in topical sections on optimization and decision making; data mining theory, systems and applications; computer vision and image processing; and computer communications and networks.

Swarm Intelligence Based Optimization

Author : Patrick Siarry
Publisher : Springer
ISBN 13 : 3319503073
Total Pages : 125 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Swarm Intelligence Based Optimization by : Patrick Siarry

Download or read book Swarm Intelligence Based Optimization written by Patrick Siarry and published by Springer. This book was released on 2016-11-25 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Swarm Intelligence Based Optimization, ICSIBO 2016, held in Mulhouse, France, in June 2016. The 9 full papers presented were carefully reviewed and selected from 20 submissions. They are centered around the following topics: theoretical advances of swarm intelligence metaheuristics; combinatorial discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large scale optimization; artificial immune systems, particle swarms, ant colony, bacterial forging, artificial bees, fireflies algorithm; hybridization of algorithms; parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles; adaptation and applications of swarm intelligence principles to real world problems in various domains.

Networked Systems

Author : Vincent Gramoli
Publisher : Springer
ISBN 13 : 3642401481
Total Pages : 340 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Networked Systems by : Vincent Gramoli

Download or read book Networked Systems written by Vincent Gramoli and published by Springer. This book was released on 2013-08-02 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers of the First International Conference on Networked Systems, NETYS 2013, held in Marrakech, Morocco, in May 2013. The 33 papers (17 regular and 16 short papers) presented were carefully reviewed and selected from 74 submissions. They address major topics from theory and practice of networked systems: multi-core architectures, middleware, environments, storage clusters, as well as peer-to-peer, sensor, wireless, and mobile networks.

Logistics Engineering and Health

Author : Hayfa Zgaya
Publisher : Elsevier
ISBN 13 : 0081010680
Total Pages : 232 pages
Book Rating : 4.0/5 (81 download)

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Book Synopsis Logistics Engineering and Health by : Hayfa Zgaya

Download or read book Logistics Engineering and Health written by Hayfa Zgaya and published by Elsevier. This book was released on 2016-09-13 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the research that resulted from a fruitful collaboration between many CNRS research laboratories, health establishments and industrialists. This research contributes to the study and the development of logistical systems, in particular health-oriented logistical systems, in order to manage and optimize physical, informational and financial flows. The authors examine optimization and modeling methods to facilitate decision support for the management of logistics systems in the health field, including solutions to problems encountered in the management of logistics flows and the study of systems incorporating these flows. In the first chapter, logistics engineering is presented whilst the second chapter introduces the study of real cases of transport, management crisis and warehouse management logistics systems. The third chapter is devoted to the study of hospital systems and emergency services and in the fourth chapter, the authors highlight the operational aspect of the hospital system thanks to an innovative modeling approach. Finally, mathematical and algorithmic models of scheduling, and dynamic orchestration of the collaborative workflow by a multi-agent system, are introduced. Presents innovative optimization and modeling methods to provide decision support for the management of logistics systems Provides guidance to healthcare and hospital workers who must control the flow of process issues (i.e. patient information, products, equipment) and the restructuring that results internally in the pooling of resources, especially technical platforms Includes answers to problems encountered in the management of logistics flows and the study of systems incorporating these flows Addresses the challenges of quality and speed in an innovative approach to organizational, economic, technological, and informational optimization

Conception systémique pour la conversion d'énergie électrique 2 : approche intégrée par optimisation

Author : ROBOAM Xavier
Publisher : Lavoisier
ISBN 13 : 2746281937
Total Pages : 306 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Conception systémique pour la conversion d'énergie électrique 2 : approche intégrée par optimisation by : ROBOAM Xavier

Download or read book Conception systémique pour la conversion d'énergie électrique 2 : approche intégrée par optimisation written by ROBOAM Xavier and published by Lavoisier. This book was released on 2012-11-06 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Le contexte économique impose des systèmes toujours plus performants, minimisant coûts d’investissement et de possession. Si les méthodes d’analyse, de synthèse et de gestion présentées dans le premier volume Conception systémique pour la conversion d’énergie électrique 1 participent à l’optimisation des systèmes énergétiques, les techniques traitées dans cet ouvrage proposent d’aller encore plus loin dans la performance. La complexité de systèmes multidisciplinaires à fort degré de couplage augmentant, le processus de conception par optimisation consistant à coupler un modèle à un algorithme d’optimisation au sein d’un environnement logiciel devient dès lors indispensable. Ce volume rassemble les points-clés permettant de représenter efficacement et de façon compacte l’environnement système et les profils de mission, mais également les méthodes, modèles et outils dédiés à l’optimisation. Les approches multiniveaux de conception et l’optimisation technico-économique des réseaux électriques sont particulièrement détaillées.

Metaheuristics for Production Scheduling

Author : Bassem Jarboui
Publisher : John Wiley & Sons
ISBN 13 : 1118731565
Total Pages : 381 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Metaheuristics for Production Scheduling by : Bassem Jarboui

Download or read book Metaheuristics for Production Scheduling written by Bassem Jarboui and published by John Wiley & Sons. This book was released on 2013-06-12 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the potentialities of metaheuristics for solving production scheduling problems and the relationship between these two fields. For the past several years, there has been an increasing interest in using metaheuristic methods to solve scheduling problems. The main reasons for this are that such problems are generally hard to solve to optimality, as well as the fact that metaheuristics provide very good solutions in a reasonable time. The first part of the book presents eight applications of metaheuristics for solving various mono-objective scheduling problems. The second part is itself split into two, the first section being devoted to five multi-objective problems to which metaheuristics are adapted, while the second tackles various transportation problems related to the organization of production systems. Many real-world applications are presented by the authors, making this an invaluable resource for researchers and students in engineering, economics, mathematics and computer science. Contents 1. An Estimation of Distribution Algorithm for Solving Flow Shop Scheduling Problems with Sequence-dependent Family Setup Times, Mansour Eddaly, Bassem Jarboui, Radhouan Bouabda, Patrick Siarry and Abdelwaheb Rebaï. 2. Genetic Algorithms for Solving Flexible Job Shop Scheduling Problems, Imed Kacem. 3. A Hybrid GRASP-Differential Evolution Algorithm for Solving Flow Shop Scheduling Problems with No-Wait Constraints, Hanen Akrout, Bassem Jarboui, Patrick Siarry and Abdelwaheb Rebaï. 4. A Comparison of Local Search Metaheuristics for a Hierarchical Flow Shop Optimization Problem with Time Lags, Emna Dhouib, Jacques Teghem, Daniel Tuyttens and Taïcir Loukil. 5. Neutrality in Flow Shop Scheduling Problems: Landscape Structure and Local Search, Marie-Eléonore Marmion. 6. Evolutionary Metaheuristic Based on Genetic Algorithm: Application to Hybrid Flow Shop Problem with Availability Constraints, Nadia Chaaben, Racem Mellouli and Faouzi Masmoudi. 7. Models and Methods in Graph Coloration for Various Production Problems, Nicolas Zufferey. 8. Mathematical Programming and Heuristics for Scheduling Problems with Early and Tardy Penalties, Mustapha Ratli, Rachid Benmansour, Rita Macedo, Saïd Hanafi, Christophe Wilbaut. 9. Metaheuristics for Biobjective Flow Shop Scheduling, Matthieu Basseur and Arnaud Liefooghe. 10. Pareto Solution Strategies for the Industrial Car Sequencing Problem, Caroline Gagné, Arnaud Zinflou and Marc Gravel. 11. Multi-Objective Metaheuristics for the Joint Scheduling of Production and Maintenance, Ali Berrichi and Farouk Yalaoui. 12. Optimization via a Genetic Algorithm Parametrizing the AHP Method for Multicriteria Workshop Scheduling, Fouzia Ounnar, Patrick Pujo and Afef Denguir. 13. A Multicriteria Genetic Algorithm for the Resource-constrained Task Scheduling Problem, Olfa Dridi, Saoussen Krichen and Adel Guitouni. 14. Metaheuristics for the Solution of Vehicle Routing Problems in a Dynamic Context, Tienté Hsu, Gilles Gonçalves and Rémy Dupas. 15. Combination of a Metaheuristic and a Simulation Model for the Scheduling of Resource-constrained Transport Activities, Virginie André, Nathalie Grangeon and Sylvie Norre. 16. Vehicle Routing Problems with Scheduling Constraints, Rahma Lahyani, Frédéric Semet and Benoît Trouillet. 17. Metaheuristics for Job Shop Scheduling with Transportation, Qiao Zhang, Hervé Manier, Marie-Ange Manier. About the Authors Bassem Jarboui is Professor at the University of Sfax, Tunisia. Patrick Siarry is Professor at the Laboratoire Images, Signaux et Systèmes Intelligents (LISSI), University of Paris-Est Créteil, France. Jacques Teghem is Professor at the University of Mons, Belgium.

Differential Evolution

Author : Vitaliy Feoktistov
Publisher : Springer Science & Business Media
ISBN 13 : 0387368965
Total Pages : 201 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Differential Evolution by : Vitaliy Feoktistov

Download or read book Differential Evolution written by Vitaliy Feoktistov and published by Springer Science & Business Media. This book was released on 2007-02-15 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: Individuals and enterprises are looking for optimal solutions for the problems they face. Most problems can be expressed in mathematical terms, and so the methods of optimization render a significant aid. This book details the latest achievements in optimization. It offers comprehensive coverage on Differential Evolution, presenting revolutionary ideas in population-based optimization and shows the best known metaheuristics through the prism of Differential Evolution.

Advances in Metaheuristics for Hard Optimization

Author : Patrick Siarry
Publisher : Springer Science & Business Media
ISBN 13 : 3540729607
Total Pages : 484 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Advances in Metaheuristics for Hard Optimization by : Patrick Siarry

Download or read book Advances in Metaheuristics for Hard Optimization written by Patrick Siarry and published by Springer Science & Business Media. This book was released on 2007-12-06 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many advances have recently been made in metaheuristic methods, from theory to applications. The editors, both leading experts in this field, have assembled a team of researchers to contribute 21 chapters organized into parts on simulated annealing, tabu search, ant colony algorithms, general purpose studies of evolutionary algorithms, applications of evolutionary algorithms, and metaheuristics.

Networked Systems

Author : Guevara Noubir
Publisher : Springer
ISBN 13 : 3319095811
Total Pages : 348 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Networked Systems by : Guevara Noubir

Download or read book Networked Systems written by Guevara Noubir and published by Springer. This book was released on 2014-08-02 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the revised selected papers of the Second International Conference on Networked Systems, NETYS 2014, held in Marrakech, Morocco, in May 2014. The 20 full papers and the 6 short papers presented together with 2 keynotes were carefully reviewed and selected from 80 submissions. They address major topics such as multi-core architectures; concurrent and distributed algorithms; middleware environments; storage clusters; social networks; peer-to-peer networks; sensor networks; wireless and mobile networks; as well as privacy and security measures to protect such networked systems and data from attack and abuse.

Production Scheduling

Author : Pierre Lopez
Publisher : John Wiley & Sons
ISBN 13 : 1118624025
Total Pages : 284 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Production Scheduling by : Pierre Lopez

Download or read book Production Scheduling written by Pierre Lopez and published by John Wiley & Sons. This book was released on 2013-03-01 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The performance of an company depends both on its technological expertise and its managerial and organizational effectiveness. Production management is an important part of the process for manufacturing firms. The organization of production relies in general on the implementation of a certain number of basic functions, among which the scheduling function plays an essential role. This title presents recently developed methods for resolving scheduling issues. The basic concepts and the methods of production scheduling are introduced and advanced techniques are discussed, providing readers with a comprehensive and accessible guide to employing this process.

Heuristics for Optimization and Learning

Author : Farouk Yalaoui
Publisher : Springer Nature
ISBN 13 : 3030589307
Total Pages : 444 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Heuristics for Optimization and Learning by : Farouk Yalaoui

Download or read book Heuristics for Optimization and Learning written by Farouk Yalaoui and published by Springer Nature. This book was released on 2020-12-15 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a new contribution aiming to give some last research findings in the field of optimization and computing. This work is in the same field target than our two previous books published: “Recent Developments in Metaheuristics” and “Metaheuristics for Production Systems”, books in Springer Series in Operations Research/Computer Science Interfaces. The challenge with this work is to gather the main contribution in three fields, optimization technique for production decision, general development for optimization and computing method and wider spread applications. The number of researches dealing with decision maker tool and optimization method grows very quickly these last years and in a large number of fields. We may be able to read nice and worthy works from research developed in chemical, mechanical, computing, automotive and many other fields.

A Guided Tour of Artificial Intelligence Research

Author : Pierre Marquis
Publisher : Springer Nature
ISBN 13 : 3030061671
Total Pages : 529 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis A Guided Tour of Artificial Intelligence Research by : Pierre Marquis

Download or read book A Guided Tour of Artificial Intelligence Research written by Pierre Marquis and published by Springer Nature. This book was released on 2020-05-08 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to provide an overview of AI research, ranging from basic work to interfaces and applications, with as much emphasis on results as on current issues. It is aimed at an audience of master students and Ph.D. students, and can be of interest as well for researchers and engineers who want to know more about AI. The book is split into three volumes: - the first volume brings together twenty-three chapters dealing with the foundations of knowledge representation and the formalization of reasoning and learning (Volume 1. Knowledge representation, reasoning and learning) - the second volume offers a view of AI, in fourteen chapters, from the side of the algorithms (Volume 2. AI Algorithms) - the third volume, composed of sixteen chapters, describes the main interfaces and applications of AI (Volume 3. Interfaces and applications of AI). This second volume presents the main families of algorithms developed or used in AI to learn, to infer, to decide. Generic approaches to problem solving are presented: ordered heuristic search, as well as metaheuristics are considered. Algorithms for processing logic-based representations of various types (first-order formulae, propositional formulae, logic programs, etc.) and graphical models of various types (standard constraint networks, valued ones, Bayes nets, Markov random fields, etc.) are presented. The volume also focuses on algorithms which have been developed to simulate specific ‘intelligent” processes such as planning, playing, learning, and extracting knowledge from data. Finally, an afterword draws a parallel between algorithmic problems in operation research and in AI.

Metaheuristics

Author : Patrick Siarry
Publisher : Springer
ISBN 13 : 331945403X
Total Pages : 489 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Metaheuristics by : Patrick Siarry

Download or read book Metaheuristics written by Patrick Siarry and published by Springer. This book was released on 2016-12-24 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques, including simulated annealing, tabu search, evolutionary algorithms, artificial ants, and particle swarms, followed by chapters that demonstrate their applications to problems such as multiobjective optimization, logistics, vehicle routing, and air traffic management. The authors are leading researchers in this domain, with considerable teaching and applications experience, and the book will be of value to industrial practitioners, graduate students, and research academics.