Recent Developments in Metaheuristics

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106,99 

Operations Research/Computer Science Interfaces Series 62

ISBN: 3319863606
ISBN 13: 9783319863603
Herausgeber: Lionel Amodeo/El-Ghazali Talbi/Farouk Yalaoui
Verlag: Springer Verlag GmbH
Umfang: xxiii, 496 S., 115 s/w Illustr., 75 farbige Illustr., 496 p. 190 illus., 75 illus. in color.
Erscheinungsdatum: 10.08.2018
Auflage: 1/2018
Produktform: Kartoniert
Einband: KT

This book highlights state-of-the-art developments in metaheuristics research. It examines all aspects of metaheuristic research including new algorithmic developments, applications, new research challenges, theoretical developments, implementation issues, in-depth experimental studies. The book is divided into two sections. Part I is focused on new optimization and modeling techniques based on metaheuristics. The chapters in this section cover topics from multi-objective problems with fuzzy data with triangular-valued objective functions, to hyper-heuristics optimization methodology, designing genetic algorithms, and also the cuckoo search algorithm. The techniques described help to enhance the usability and increase the potential of metaheuristic algorithms. Part II showcases advanced metaheuristic approaches to solve real-life applications issues. This includes an examination of scheduling, the vehicle routing problem, multimedia sensor network, supplier selection, bin packing, objects tracking, and radio frequency identification. In the fields covered in the chapters are of high-impact applications of metaheuristics. The chapters offer innovative applications of metaheuristics that have a potential of widening research frontiers. Altogether, this book offers a comprehensive look at how researchers are currently using metaheuristics in different domains of design and application.

Artikelnummer: 6775122 Kategorie:

Beschreibung

Autorenporträt

Lionel Amodeo obtained his Engineering Degree in Mechanical Engineering from the National Engineer School of Belfort (France) in 1993, and the same year, his master's degree in Automatic and Production Management from the University of Franche Comté (France). In 1999, he received his Ph.D. degree in Automatic and Computer Sciences from the University of Franche Comté (France). Then he became an Associated Professor at the University of Technology of Troyes (UTT) in 2000. Since 2010, he is a full Professor at UTT, where he is the head of the Engineer Degree in Industrial Systems with more than 400 students. His research interests include logistic and production systems optimization, scheduling, system design, facility layout and inventory problems. He has published more than 260 contributions including 4 books, 11 book chapters, 38 papers in international journals and over 190 communications in conference proceedings. He is member of Editorial Board of journals: International Journal of Engineering Mathematics, Hindawi Publishing Corporation, Journal of Modelling and Simulation of Systems, Journal of Studies on Manufacturing. He is also member of several international conference committees (about 25 conferences) (MIC'2017, MIM 2016, INCOM2015, IESM 2015), member of more than 15 organization committees of conferences. He organized and or Chair more than 30 tracks or sessions in conferences. He is reviewer for more than 18 international journals. He supervises or supervised 16 Ph.D thesis and 32 Master of Sc. Student. He is expert for French Research Agency (ANR), and for different agencies such as French AERES Agency, Natural Sciences and Technology Research Fund (FRQNT, Canada), and Austrian Research Fund (FWF). He is member of the Technical Committee IFAC T.7.4 Transportation Systems. Elghazali Talbi received the Master and Ph.D degrees in Computer Science, both from the Institut National Polytechnique de Grenoble in France. Then he became an Associate Professor in Computer Sciences at the University of Lille (France). Since 2001, he is a full Professor at the University of Lille and the head of the optimization team of the Computer Science laboratory (CRISTAL). His current research interests are in the field of multiobjective optimization, parallel algorithms, metaheuristics, combinatorial optimization, cluster and grid computing, hybrid and cooperative optimization, and application to logistics/transportation and biomedical. Professor Talbi has to his credit more than 150 publications in journals, chapters in books, and conferences. He is the co-editor of 6 books. He was a guest editor of more than 15 special issues in different journals (Journal of Heuristics, Journal of Parallel and Distributed Computing, European Journal of Operational Research, Theoretical Computer Science, Journal of Global Optimization). He is the head of the INRIA Dolphin project and was the director of the bioinformatics platform of the Genopole of Lille. He has many collaborative national, European and international projects. He is the cofounder and the coordinator of the research group dedicated to Metaheuristics: Theory and Applications (META). He is the founding cochair of the NIDISC workshop on nature inspired computing (IEEE/ACM IPDPS) and META (Int. Conf. on Metaheuristics). He served in different capacities on the programs of more than 100 national and international conferences. He is also the organizer of many conferences (e.g. EA'2005, ROADEF'2006, META'2008, IEEE AICCSA'2010, META'2014, MIC'2015, META'2016, BIOMA'2018). Farouk Yalaoui obtained his Engineering degree in Industrial Engineering from the Polytechnics School of Algiers (Algeria) in 1995, his master's degree in Industrial System Engineering from Polytechnics Institute of Lorraine (Nancy, France) in 1997, his Ph.D. degree in Produc

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