Applied Simulation And Optimization 2
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Applied Simulation And Optimization 2
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Author : Miguel Mujica Mota
language : en
Publisher: Springer
Release Date : 2017-05-18
Applied Simulation And Optimization 2 written by Miguel Mujica Mota and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-18 with Computers categories.
Building on the author’s earlier Applied Simulation and Optimization, this book presents novel methods for solving problems in industry, based on hybrid simulation-optimization approaches that combine the advantages of both paradigms. The book serves as a comprehensive guide to tackling scheduling, routing problems, resource allocations and other issues in industrial environments, the service industry, production processes, or supply chains and aviation. Logistics, manufacturing and operational problems can either be modelled using optimization techniques or approaches based on simulation methodologies. Optimization techniques have the advantage of performing efficiently when the problems are properly defined, but they are often developed through rigid representations that do not include or accurately represent the stochasticity inherent in real systems. Furthermore, important information is lost during the abstraction process to fit each problem into the optimization technique. On the other hand, simulation approaches possess high description levels, but the optimization is generally performed through sampling of all the possible configurations of the system. The methods explored in this book are of use to researchers and practising engineers in fields ranging from supply chains to the aviation industry.
Applied Simulation And Optimization
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Author : Miguel Mujica Mota
language : en
Publisher:
Release Date : 2015
Applied Simulation And Optimization written by Miguel Mujica Mota and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
Presenting techniques, case-studies and methodologies that combine the use of simulation approaches with optimization techniques for facing problems in manufacturing, logistics, or aeronautical problems, this book provides solutions to common industrial problems in several fields, which range from manufacturing to aviation problems, where the common denominator is the combination of simulation's flexibility with optimization techniques' robustness. Providing readers with a comprehensive guide to tackle similar issues in industrial environments, this text explores novel ways to face industrial problems through hybrid approaches (simulation-optimization) that benefit from the advantages of both paradigms, in order to give solutions to important problems in service industry, production processes, or supply chains, such as scheduling, routing problems and resource allocations, among others.
Modeling Simulation And Optimization For Science And Technology
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Author : William Fitzgibbon
language : en
Publisher:
Release Date : 2014-07-31
Modeling Simulation And Optimization For Science And Technology written by William Fitzgibbon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-31 with categories.
Geometric Modelling Numerical Simulation And Optimization
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Author : Geir Hasle
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-06-10
Geometric Modelling Numerical Simulation And Optimization written by Geir Hasle and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-10 with Mathematics categories.
This edited volume addresses the importance of mathematics for industry and society by presenting highlights from contract research at the Department of Applied Mathematics at SINTEF, the largest independent research organization in Scandinavia. Examples range from computer-aided geometric design, via general purpose computing on graphics cards, to reservoir simulation for enhanced oil recovery. Contributions are written in a tutorial style.
Applied Modelling Simulation And Optimization
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Author : IASTED International conference Applied modelling, simulation and optimization
language : en
Publisher: ACTA Press
Release Date : 1995-01-01
Applied Modelling Simulation And Optimization written by IASTED International conference Applied modelling, simulation and optimization and has been published by ACTA Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-01-01 with Computer simulation categories.
Simulation And Optimization
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Author : Georg Pflug
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Simulation And Optimization written by Georg Pflug and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Business & Economics categories.
This volume contains selected papers presented at the "International Workshop on Computationally Intensive Methods in Simulation and Op th th timization" held from 23 to 25 August 1990 at the International Institute for Applied Systems Analysis (nASA) in La~enburg, Austria. The purpose of this workshop was to evaluate and to compare recently developed methods dealing with optimization in uncertain environments. It is one of the nASA's activities to study optimal decisions for uncertain systems and to make the result usable in economic, financial, ecological and resource planning. Over 40 participants from 12 different countries contributed to the success of the workshop, 12 papers were selected for this volume. Prof. A. Kurzhanskii Chairman of the Systems and Decision Sciences Program nASA Preface Optimization in an random environment has become an important branch of Applied Mathematics and Operations Research. It deals with optimal de cisions when only incomplete information of t.he future is available. Consider the following example: you have to make the decision about the amount of production although the future demand is unknown. If the size of the de mand can be described by a probability distribution, the problem is called a stochastic optimization problem.
Simulation And Optimization
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Author : Georg Pflug
language : en
Publisher:
Release Date : 1992-01-29
Simulation And Optimization written by Georg Pflug and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-01-29 with categories.
This is a proceedings volume of a workshop on "Computationally intensive methods in Simulation and Optimization." The purpose of the meeting was to review and evaluate newly developed methods for combining simulation andoptimization. These methods are used for decision problems about stochastic systems like production systems or communication networks, which are too complex for being modeled in an analytic way. A simulation model for such a system is the basis for an efficient use of recursive stochastic optimization techniques. The volume contains selected papers from three areas: 1. Gradient techniques for discrete event simulation models 2. Stochastic optimization methods 3. Efficient random generation methods The book contains articles dealing with competing methods like the score method, perturbation analysis and experimental design techniques. For the first time, a comparision between these techniques is made.
Modeling Simulation And Optimization
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Author : Shkelzen Cakaj
language : en
Publisher: BoD – Books on Demand
Release Date : 2010-03-01
Modeling Simulation And Optimization written by Shkelzen Cakaj and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-03-01 with Computers categories.
The book presents a collection of chapters dealing with a wide selection of topics concerning different applications of modeling. It includes modeling, simulation and optimization applications in the areas of medical care systems, genetics, business, ethics and linguistics, applying very sophisticated methods. Algorithms, 3-D modeling, virtual reality, multi objective optimization, finite element methods, multi agent model simulation, system dynamics simulation, hierarchical Petri Net model and two level formalism modeling are tools and methods employed in these papers.
Handbook Of Simulation Optimization
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Author : Michael C Fu
language : en
Publisher: Springer
Release Date : 2014-11-13
Handbook Of Simulation Optimization written by Michael C Fu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-13 with Business & Economics categories.
The Handbook of Simulation Optimization presents an overview of the state of the art of simulation optimization, providing a survey of the most well-established approaches for optimizing stochastic simulation models and a sampling of recent research advances in theory and methodology. Leading contributors cover such topics as discrete optimization via simulation, ranking and selection, efficient simulation budget allocation, random search methods, response surface methodology, stochastic gradient estimation, stochastic approximation, sample average approximation, stochastic constraints, variance reduction techniques, model-based stochastic search methods and Markov decision processes. This single volume should serve as a reference for those already in the field and as a means for those new to the field for understanding and applying the main approaches. The intended audience includes researchers, practitioners and graduate students in the business/engineering fields of operations research, management science, operations management and stochastic control, as well as in economics/finance and computer science.
Optimization Methods Applied To Power Systems
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Author : Francisco G. Montoya
language : en
Publisher: MDPI
Release Date : 2019-07-26
Optimization Methods Applied To Power Systems written by Francisco G. Montoya and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-26 with Technology & Engineering categories.
This book presents an interesting sample of the latest advances in optimization techniques applied to electrical power engineering. It covers a variety of topics from various fields, ranging from classical optimization such as Linear and Nonlinear Programming and Integer and Mixed-Integer Programming to the most modern methods based on bio-inspired metaheuristics. The featured papers invite readers to delve further into emerging optimization techniques and their real application to case studies such as conventional and renewable energy generation, distributed generation, transport and distribution of electrical energy, electrical machines and power electronics, network optimization, intelligent systems, advances in electric mobility, etc.