Recent Developments in Metaheuristics von Lionel (Hrsg.) Amodeo

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ISBN: 978-3-319-86360-3
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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.

"The chapters in the book contain adequate references to the literature for further study. The index is also quite helpful. The book sheds light on recent developments in the field of metaheuristics with emphases on algorithms, applications, thought-provoking questions, theory, and implementation aspects. ? I recommend this book for the aforementioned categories of readers." (Computing Reviews, April, 2018)?
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.

"The chapters in the book contain adequate references to the literature for further study. The index is also quite helpful. The book sheds light on recent developments in the field of metaheuristics with emphases on algorithms, applications, thought-provoking questions, theory, and implementation aspects. ? I recommend this book for the aforementioned categories of readers." (Computing Reviews, April, 2018)?
AutorAmodeo, Lionel (Hrsg.) / Talbi, El-Ghazali (Hrsg.) / Yalaoui, Farouk (Hrsg.)
EinbandKartonierter Einband (Kt)
Erscheinungsjahr2018
Seitenangabe496 S.
LieferstatusLieferbar in ca. 20-45 Arbeitstagen
AusgabekennzeichenEnglisch
AbbildungenPreviously published in hardcover; XXIII, 496 p. 190 illus., 75 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen
MasseH23.5 cm x B15.5 cm x D2.7 cm 789 g
CoverlagSpringer (Imprint/Brand)
AuflageSoftcover reprint of the origi
ReiheOperations Research/Computer Science Interfaces Series
VerlagSpringer Nature EN

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