Applied Simulation and Optimization 2 - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Simulation and Optimization 2 write by Miguel Mujica Mota. This book was released on 2017-05-18. Applied Simulation and Optimization 2 available in PDF, EPUB and Kindle. 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.
Handbook of Simulation Optimization
Handbook of Simulation Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Handbook of Simulation Optimization write by Michael C Fu. This book was released on 2014-11-13. Handbook of Simulation Optimization available in PDF, EPUB and Kindle. 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.
Modeling, Simulation, and Optimization of Supply Chains
Modeling, Simulation, and Optimization of Supply Chains - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modeling, Simulation, and Optimization of Supply Chains write by Ciro D'Apice. This book was released on 2010-07-01. Modeling, Simulation, and Optimization of Supply Chains available in PDF, EPUB and Kindle. This book offers a state-of-the-art introduction to the mathematical theory of supply chain networks, focusing on those described by partial differential equations. The authors discuss modeling of complex supply networks as well as their mathematical theory, explore modeling, simulation, and optimization of some of the discussed models, and present analytical and numerical results on optimization problems. Real-world examples are given to demonstrate the applicability of the presented approaches. Graduate students and researchers who are interested in the theory of supply chain networks described by partial differential equations will find this book useful. It can also be used in advanced graduate-level courses on modeling of physical phenomena as well as introductory courses on supply chain theory.
Applied Simulation and Optimization
Applied Simulation and Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Simulation and Optimization write by Miguel Mujica Mota. This book was released on 2015. Applied Simulation and Optimization available in PDF, EPUB and Kindle. 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.
Geometric Modelling, Numerical Simulation, and Optimization:
Geometric Modelling, Numerical Simulation, and Optimization: - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Geometric Modelling, Numerical Simulation, and Optimization: write by Geir Hasle. This book was released on 2007-06-10. Geometric Modelling, Numerical Simulation, and Optimization: available in PDF, EPUB and Kindle. 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.
