{"product_id":"guide-to-computational-modelling-for-decision-processes-theory-algorithms-techniques-and-applications-9783319856544","title":"Guide to Computational Modelling for Decision Processes: Theory, Algorithms, Techniques and Applications","description":"\u003cp\u003e • Author(s): Stuart Berry\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Computer Simulation\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis interdisciplinary reference and guide provides an introduction to modelling 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.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTopics and features: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eIntroduces the key modelling methods and tools, including heuristic and mathematical programming-based models, and queuing theory and simulation techniques\u003c\/li\u003e \u003cli\u003eDemonstrates the use of heuristic methods to not only solve complex decision-making problems, but also to derive a simpler solution technique\u003c\/li\u003e \u003cli\u003ePresents case studies on a broad range of applications that make use of techniques from genetic algorithms and fuzzy logic, tabu search, and queuing theory\u003c\/li\u003e \u003cli\u003eReviews examples incorporating system dynamics modelling, cellular automata and agent-based simulations, and the use of big data\u003c\/li\u003e \u003cli\u003eContains appendices covering queuing theory, function optimization techniques, Boolean and fuzzy logic, and transport modelling\u003c\/li\u003e \u003cli\u003eDescribes simulation for the evaluation of production planning and control methods, and a model for matching services with users in opportunistic network environments\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eResearchers, practitioners and students in computer science, engineering and business studies will find this work to be an invaluable and in-depth introduction to the use of simulation techniques in the analysis of large and complex problems, in addition to providing an exhaustive description of the theoretical framework and applications being developed to address such problems.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45276817096855,"sku":"9783319856544","price":3639.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783319856544.webp?v=1769286729","url":"https:\/\/atlanticbooks.com\/products\/guide-to-computational-modelling-for-decision-processes-theory-algorithms-techniques-and-applications-9783319856544","provider":"Atlantic Books","version":"1.0","type":"link"}