Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications - Couverture souple

Livre 14 sur 25: Simulation Foundations, Methods and Applications
 
9783319856544: Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications
Couverture souple
ISBN 10 : 3319856545 ISBN 13 : 9783319856544
Editeur : Springer International Publishing AG, 2018

Synopsis

This interdisciplinary reference and guide provides an introduction to modeling methodologies and models which form the starting point for deriving efficient and effective solution techniques, and presents a series of case studies that demonstrate how heuristic and analytical approaches may be used to solve large and complex problems. Topics and features: introduces the key modeling methods and tools, including heuristic and mathematical programming-based models, and queueing theory and simulation techniques; demonstrates the use of heuristic methods to not only solve complex decision-making problems, but also to derive a simpler solution technique; presents case studies on a broad range of applications that make use of techniques from genetic algorithms and fuzzy logic, tabu search, and queueing theory; reviews examples incorporating system dynamics modeling, cellular automata and agent-based simulations, and the use of big data; supplies expanded descriptions and examples in the appendices.

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À propos de l?auteur

Dr. Stuart Berry is a lecturer in the Department of Computing and Mathematics at the University of Derby, UK. Dr. Marcello Trovati is a Senior Lecturer at the same institution. He is also a co-editor of the Springer titles Guide to Security Assurance for Cloud Computing and Big-Data Analytics and Cloud Computing. Val Lowndes is a Chartered Mathematician, who formerly worked at the University of Derby.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer International Publishing AG
Date d'édition
2018
Langue
anglais
ISBN 10 
3319856545
ISBN 13 
9783319856544
Reliure
Broché
Nombre de pages
396
Éditeur
Berry Stuart, Lowndes Val, Trovati Marcello
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
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Hamburg
Allemagne

Autres éditions populaires du même titre

9783319554167: Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications

Edition présentée

ISBN 10 :  3319554166 ISBN 13 :  9783319554167
Editeur : Springer International Publishin..., 2017
Couverture rigide