Simulation Based Optimization 2nd Edition at Meripustak

Simulation Based Optimization 2nd Edition

Books from same Author: GOSAVI A

Books from same Publisher: SPRINGER

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  • General Information  
    Author(s)GOSAVI A
    PublisherSPRINGER
    Edition2nd Edition
    ISBN9781489974907
    Pages508
    BindingHardbound
    LanguageEnglish
    Publish YearNovember 2014

    Description

    SPRINGER Simulation Based Optimization 2nd Edition by GOSAVI A

    Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning introduce the evolving area of static and dynamic simulation-based optimization. Covered in detail are model-free optimization techniques - especially designed for those discrete-event, stochastic systems which can be simulated but whose analytical models are difficult to find in closed mathematical forms. Key features of this revised and improved Second Edition include: * Extensive coverage, via step-by-step recipes, of powerful new algorithms for static simulation optimization, including simultaneous perturbation, backtracking adaptive search and nested partitions, in addition to traditional methods, such as response surfaces, Nelder-Mead search and meta-heuristics (simulated annealing, tabu search, and genetic algorithms)