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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Computer modelling & simulation

• Plný název: Guide to Computational Modelling for Decision Processes
• Podnázev: Theory, Algorithms, Techniques and Applications
• Autor: Stuart Berry, Val Lowndes, Marcello Trovati
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 396
• EAN: 9783319856544
• ID: 20094133
• Nakladatelství: Springer International Publishing AG
• Hmotnost: 748 g
• Rozměry: 238 × 157 × 18 mm
• Datum vydání: 09. May 2018

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