Nested Partitions Method Theory And Applications

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Nested Partitions Method, Theory and Applications

Author : Leyuan Shi
Publisher : Springer Science & Business Media
ISBN 13 : 0387719091
Total Pages : 259 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Nested Partitions Method, Theory and Applications by : Leyuan Shi

Download or read book Nested Partitions Method, Theory and Applications written by Leyuan Shi and published by Springer Science & Business Media. This book was released on 2008-10-30 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thesubjectofthisbookisthenested partitions method(NP),arelativelynew optimization method that has been found to be very e?ective solving discrete optimization problems. Such discrete problems are common in many practical applications and the NP method is thus useful in diverse application areas. It can be applied to both operational and planning problems and has been demonstrated to e?ectively solve complex problems in both manufacturing and service industries. To illustrate its broad applicability and e?ectiveness, in this book we will show how the NP method has been successful in solving complex problems in planning and scheduling, logistics and transportation, supply chain design, data mining, and health care. All of these diverse app- cationshaveonecharacteristicincommon:theyallleadtocomplexlarge-scale discreteoptimizationproblemsthatareintractableusingtraditionaloptimi- tion methods. 1.1 Large-Scale Optimization IndevelopingtheNPmethodwewillconsideroptimization problemsthatcan be stated mathematically in the following generic form: minf(x), (1.1) x?X where the solution space or feasible region X is either a discrete or bounded ? set of feasible solutions. We denote a solution to this problem x and the ? ? objective function value f = f (x ).

Nested Partitions Method, Theory and Applications

Author : Leyuan Shi
Publisher : Springer
ISBN 13 : 9780387565828
Total Pages : 0 pages
Book Rating : 4.5/5 (658 download)

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Book Synopsis Nested Partitions Method, Theory and Applications by : Leyuan Shi

Download or read book Nested Partitions Method, Theory and Applications written by Leyuan Shi and published by Springer. This book was released on 2008-11-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thesubjectofthisbookisthenested partitions method(NP),arelativelynew optimization method that has been found to be very e?ective solving discrete optimization problems. Such discrete problems are common in many practical applications and the NP method is thus useful in diverse application areas. It can be applied to both operational and planning problems and has been demonstrated to e?ectively solve complex problems in both manufacturing and service industries. To illustrate its broad applicability and e?ectiveness, in this book we will show how the NP method has been successful in solving complex problems in planning and scheduling, logistics and transportation, supply chain design, data mining, and health care. All of these diverse app- cationshaveonecharacteristicincommon:theyallleadtocomplexlarge-scale discreteoptimizationproblemsthatareintractableusingtraditionaloptimi- tion methods. 1.1 Large-Scale Optimization IndevelopingtheNPmethodwewillconsideroptimization problemsthatcan be stated mathematically in the following generic form: minf(x), (1.1) x?X where the solution space or feasible region X is either a discrete or bounded ? set of feasible solutions. We denote a solution to this problem x and the ? ? objective function value f = f (x ).

Advanced Development of Nested Partitions Theory and Applications

Author : Weiwei Chen
Publisher :
ISBN 13 :
Total Pages : 121 pages
Book Rating : 4.:/5 (732 download)

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Book Synopsis Advanced Development of Nested Partitions Theory and Applications by : Weiwei Chen

Download or read book Advanced Development of Nested Partitions Theory and Applications written by Weiwei Chen and published by . This book was released on 2010 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Multi-Criteria and Game Theory Approaches

Author : Lyes Benyoucef
Publisher : Springer Science & Business Media
ISBN 13 : 1447152956
Total Pages : 410 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Applications of Multi-Criteria and Game Theory Approaches by : Lyes Benyoucef

Download or read book Applications of Multi-Criteria and Game Theory Approaches written by Lyes Benyoucef and published by Springer Science & Business Media. This book was released on 2013-10-17 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aligning the latest practices, innovations and case studies with academic frameworks and theories, the broad area of multi-criteria and game theory applications in manufacturing and logistics is covered in comprehensive detail. Divided into two parts, part I is dedicated to ‘multi-criteria applications’ and includes chapters on logistics with a focus on vehicle routing problems, a multi-objective decision making approach to select the best storage policy and an exploratory study to predict the most important factors that can lead to successful mobile supply chain management adoption for manufacturing firms. Part II covers ‘game theory applications’ and encompasses the process of forming a coalition within a corporate network to the problem of integrating inventory and distribution optimization together with game theory to effectively manage supply networks. Providing a forum to investigate, exchange novel ideas and disseminate knowledge covering the broad area of multi-criteria and game theory applications in manufacturing and logistics, Applications of Multi-Criteria and Game Theory Approaches is an excellent reference for students, researchers but also managers and industry professionals working with manufacturing and logistics issues.

Decomposition Methodology for Knowledge Discovery and Data Mining

Author : Oded Maimon
Publisher : World Scientific Publishing Company
ISBN 13 : 9813106441
Total Pages : 344 pages
Book Rating : 4.8/5 (131 download)

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Book Synopsis Decomposition Methodology for Knowledge Discovery and Data Mining by : Oded Maimon

Download or read book Decomposition Methodology for Knowledge Discovery and Data Mining written by Oded Maimon and published by World Scientific Publishing Company. This book was released on 2005-05-30 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining is the science and technology of exploring data in order to discover previously unknown patterns. It is a part of the overall process of Knowledge Discovery in Databases (KDD). The accessibility and abundance of information today makes data mining a matter of considerable importance and necessity. This book provides an introduction to the field with an emphasis on advanced decomposition methods in general data mining tasks and for classification tasks in particular. The book presents a complete methodology for decomposing classification problems into smaller and more manageable sub-problems that are solvable by using existing tools. The various elements are then joined together to solve the initial problem. The benefits of decomposition methodology in data mining include: increased performance (classification accuracy); conceptual simplification of the problem; enhanced feasibility for huge databases; clearer and more comprehensible results; reduced runtime by solving smaller problems and by using parallel/distributed computation; and the opportunity of using different techniques for individual sub-problems.

Laser and Photonic Systems

Author : Shimon Y. Nof
Publisher : CRC Press
ISBN 13 : 1466569506
Total Pages : 432 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Laser and Photonic Systems by : Shimon Y. Nof

Download or read book Laser and Photonic Systems written by Shimon Y. Nof and published by CRC Press. This book was released on 2014-05-12 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: New, significant scientific discoveries in laser and photonic technologies, systems perspectives, and integrated design approaches can improve even further the impact in critical areas of challenge. Yet this knowledge is dispersed across several disciplines and research arenas. Laser and Photonic Systems: Design and Integration brings together a multidisciplinary group of experts to increase understanding of the ways in which systems perspectives may influence laser and photonic innovations and application integration. By bringing together chapters from leading scientists and technologists, industrial and systems engineers, and managers, the book stimulates new thinking that would bring a systems, network, and system-of-systems perspective to bear on laser and photonic systems applications. The chapters challenge you to explore opportunities for revolutionary and broader advancements. The authors emphasize the identification of emerging research and application frontiers where there are promising contributions to lasers, optics, and photonics applications in fields such as manufacturing, healthcare, security, and communications. The book contains insights from leading researchers, inventors, implementers, and innovators. It explains a variety of techniques, models, and technologies proven to work with laser and photonic systems, their development, design, and integration. Such systems are of growing interest to many organizations, given their promise and potential solutions of grand societal challenges. Lastly, the book helps you leverage the knowledge into exciting new frontiers of successful solutions.

Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management

Author : Lyes Benyoucef
Publisher : Springer Science & Business Media
ISBN 13 : 1849961190
Total Pages : 516 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management by : Lyes Benyoucef

Download or read book Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management written by Lyes Benyoucef and published by Springer Science & Business Media. This book was released on 2010-05-10 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management addresses prominent concepts and applications of AI technologies in the management of networked manufacturing enterprises. The aim of this book is to align latest practices, innovation and case studies with academic frameworks and theories, where AI techniques are used efficiently for networked manufacturing enterprises. More specifically, it includes the latest research results and projects at different levels addressing quick-response system, theoretical performance analysis, performance and capability demonstration. The role of emerging AI technologies in the modelling, evaluation and optimisation of networked enterprises’ activities at different decision levels is also covered. Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management is a valuable guide for postgraduates and researchers in industrial engineering, computer science, automation and operations research.

Simulation-Based Optimization

Author : Abhijit Gosavi
Publisher : Springer
ISBN 13 : 1489974911
Total Pages : 530 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Simulation-Based Optimization by : Abhijit Gosavi

Download or read book Simulation-Based Optimization written by Abhijit Gosavi and published by Springer. This book was released on 2014-10-30 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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) · Detailed coverage of the Bellman equation framework for Markov Decision Processes (MDPs), along with dynamic programming (value and policy iteration) for discounted, average, and total reward performance metrics · An in-depth consideration of dynamic simulation optimization via temporal differences and Reinforcement Learning: Q-Learning, SARSA, and R-SMART algorithms, and policy search, via API, Q-P-Learning, actor-critics, and learning automata · A special examination of neural-network-based function approximation for Reinforcement Learning, semi-Markov decision processes (SMDPs), finite-horizon problems, two time scales, case studies for industrial tasks, computer codes (placed online) and convergence proofs, via Banach fixed point theory and Ordinary Differential Equations Themed around three areas in separate sets of chapters – Static Simulation Optimization, Reinforcement Learning and Convergence Analysis – this book is written for researchers and students in the fields of engineering (industrial, systems, electrical and computer), operations research, computer science and applied mathematics.

Women in Industrial and Systems Engineering

Author : Alice E. Smith
Publisher : Springer Nature
ISBN 13 : 3030118665
Total Pages : 609 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Women in Industrial and Systems Engineering by : Alice E. Smith

Download or read book Women in Industrial and Systems Engineering written by Alice E. Smith and published by Springer Nature. This book was released on 2019-09-13 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a diversity of innovative and impactful research in the field of industrial and systems engineering (ISE) led by women investigators. After a Foreword by Margaret L. Brandeau, an eminent woman scholar in the field, the book is divided into the following sections: Analytics, Education, Health, Logistics, and Production. Also included is a comprehensive biography on the historic luminary of industrial engineering, Lillian Moeller Gilbreth. Each chapter presents an opportunity to learn about the impact of the field of industrial and systems engineering and women’s important contributions to it. Topics range from big data analysis, to improving cancer treatment, to sustainability in product design, to teamwork in engineering education. A total of 24 topics touch on many of the challenges facing the world today and these solutions by women researchers are valuable for their technical innovation and excellence and their non-traditional perspective. Found within each author’s biography are their motivations for entering the field and how they view their contributions, providing inspiration and guidance to those entering industrial engineering.

Stochastic Simulation Optimization for Discrete Event Systems

Author : Chun-Hung Chen
Publisher : World Scientific
ISBN 13 : 9814513016
Total Pages : 274 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Stochastic Simulation Optimization for Discrete Event Systems by : Chun-Hung Chen

Download or read book Stochastic Simulation Optimization for Discrete Event Systems written by Chun-Hung Chen and published by World Scientific. This book was released on 2013 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discrete event systems (DES) have become pervasive in our daily lives. Examples include (but are not restricted to) manufacturing and supply chains, transportation, healthcare, call centers, and financial engineering. However, due to their complexities that often involve millions or even billions of events with many variables and constraints, modeling these stochastic simulations has long been a hard nut to crack. The advance in available computer technology, especially of cluster and cloud computing, has paved the way for the realization of a number of stochastic simulation optimization for complex discrete event systems. This book will introduce two important techniques initially proposed and developed by Professor Y C Ho and his team; namely perturbation analysis and ordinal optimization for stochastic simulation optimization, and present the state-of-the-art technology, and their future research directions.

Handbook of Simulation Optimization

Author : Michael C Fu
Publisher : Springer
ISBN 13 : 1493913840
Total Pages : 400 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Handbook of Simulation Optimization by : Michael C Fu

Download or read book Handbook of Simulation Optimization written by Michael C Fu and published by Springer. This book was released on 2014-11-13 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Evaluation of Partitioning Schemes of the Nested Partitions Method in the Context of Simulation-based Optimization

Author : Jagpreet Chhatwal
Publisher :
ISBN 13 :
Total Pages : 124 pages
Book Rating : 4.:/5 (572 download)

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Book Synopsis Evaluation of Partitioning Schemes of the Nested Partitions Method in the Context of Simulation-based Optimization by : Jagpreet Chhatwal

Download or read book Evaluation of Partitioning Schemes of the Nested Partitions Method in the Context of Simulation-based Optimization written by Jagpreet Chhatwal and published by . This book was released on 2004 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new generic partitioning scheme of the nested partitions (NP) method in the context of simulation optimization is evaluated in this thesis. A heuristic, which partitions the feasible region "intelligently", is applied on a discrete-event simulation model of a manufacturing system whose objective is to maximize total profits. The basic idea of NP method is to divide the feasible region into partitions and evaluate each region's performance using sampling. Based on performance evaluation, the most promising region is selected for the next iteration. The efficiency of NP method relies heavily on partitioning, if done effectively, can decrease computational time. To develop a generic intelligent partitioning scheme, the idea of diversity known from information theory is applied. Numerical results show that the efficiency of the NP method depends on the partitioning scheme of the feasible region. In addition, intelligent partitioning shows good results, but doesn't always guarantee high computational efficiency.

Optimization and Logistics Challenges in the Enterprise

Author : Wanpracha Chaovalitwongse
Publisher : Springer Science & Business Media
ISBN 13 : 0387886176
Total Pages : 434 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Optimization and Logistics Challenges in the Enterprise by : Wanpracha Chaovalitwongse

Download or read book Optimization and Logistics Challenges in the Enterprise written by Wanpracha Chaovalitwongse and published by Springer Science & Business Media. This book was released on 2009-06-17 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world with highly competitive markets and economic instability due to capitalization, industrial competition has increasingly intensified. In order for many industries to survive and succeed, they need to develop highly effective coordination between supply chain partners, dynamic collaborative and strategic alliance relationships, and efficient logistics and supply chain network designs. Consequently, in the past decade, there has been an explosion of interest among academic researchers and industrial practitioners in innovative supply chain and logistics models, algorithms, and coordination policies. Mathematically distinct from classical supply chain management, this emerging research area has been proven to be useful and applicable to a wide variety of industries. This book brings together recent advances in supply chain and logistics research and computational optimization that apply to a collaborative environment in the enterprise.

Supply Chain Management and Logistics

Author : Zhe Liang
Publisher : CRC Press
ISBN 13 : 1466577886
Total Pages : 266 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Supply Chain Management and Logistics by : Zhe Liang

Download or read book Supply Chain Management and Logistics written by Zhe Liang and published by CRC Press. This book was released on 2018-10-08 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed by practitioners for practitioners, Supply Chain Management and Logistics: Innovative Strategies and Practical Solutions provides a wide-spectrum resource on many different aspects involved in supply chain management, including contemporary applications. With contributions from leading experts from all over the world, the book includes innovative strategies and practical solutions that address problems encountered by enterprise in management of supply chain and logistics. It details general techniques and specific approaches to a broad range of important, inspiring, and unanswered questions in the field. The book is organized around four major research themes in supply chain management: 1) supply chain strategy and coordination, 2) supply chain network optimization, 3) inventory management in supply chain, and 4) financial decisions in supply chain. The sequence of these themes helps transition from an enterprise-wide framework to network design to operational management to financial aspects of the supply chain. Each individual theme also addresses the answer to a challenging question as to how to go about applying quantitative tools to real-life operations, resulting in practical solutions. As the world moves toward more competitive and open markets, effective supply chain management is of critical importance to the success or failure of an enterprise. Despite a large amount of research achieved in the past decades on the supply chain management topic, many researchers and practitioners are still devoting considerable efforts on the emerging new problems. Designed to give you a collection of topics that bridge the gap between the academic arena and industrial practice, the book supplies a contemporary and up-to-date review on the advanced theory, applications, and practices of supply chain management, making it a rich resource for the design, analysis, and implementation of supply chain management problems arising in a wide range of industries.

Convergence Properties of the Nested Partitions Method for Stochastic Optimization

Author : Sigurdur Ólafsson
Publisher :
ISBN 13 :
Total Pages : 340 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Convergence Properties of the Nested Partitions Method for Stochastic Optimization by : Sigurdur Ólafsson

Download or read book Convergence Properties of the Nested Partitions Method for Stochastic Optimization written by Sigurdur Ólafsson and published by . This book was released on 1998 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Guide to Graph Algorithms

Author : Ton Kloks
Publisher : Springer Nature
ISBN 13 : 9811663505
Total Pages : 340 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis A Guide to Graph Algorithms by : Ton Kloks

Download or read book A Guide to Graph Algorithms written by Ton Kloks and published by Springer Nature. This book was released on 2022-02-22 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book A Guide to Graph Algorithms offers high-quality content in the research area of graph algorithms and explores the latest developments in graph algorithmics. The reader will gain a comprehensive understanding of how to use algorithms to explore graphs. It is a collection of texts that have proved to be trend setters and good examples of that. The book aims at providing the reader with a deep understanding of the structural properties of graphs that are useful for the design of efficient algorithms. These algorithms have applications in finite state machine modelling, social network theory, biology, and mathematics. The book contains many exercises, some up at present-day research-level. The exercises encourage the reader to discover new techniques by putting things in a clear perspective. A study of this book will provide the reader with many powerful tools to model and tackle problems in real-world scenarios.

Advances in Modeling and Simulation

Author : Andreas Tolk
Publisher : Springer
ISBN 13 : 3319641824
Total Pages : 359 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Advances in Modeling and Simulation by : Andreas Tolk

Download or read book Advances in Modeling and Simulation written by Andreas Tolk and published by Springer. This book was released on 2017-08-27 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: This broad-ranging text/reference presents a fascinating review of the state of the art of modeling and simulation, highlighting both the seminal work of preeminent authorities and exciting developments from promising young researchers in the field. Celebrating the 50th anniversary of the Winter Simulation Conference (WSC), the premier international forum for disseminating recent advances in the field of system simulation, the book showcases the historical importance of this influential conference while also looking forward to a bright future for the simulation community. Topics and features: examines the challenge of constructing valid and efficient models, emphasizing the benefits of the process of simulation modeling; discusses model calibration, input model risk, and approaches to validating emergent behaviors in large-scale complex systems with non-linear interactions; reviews the evolution of simulation languages, and the history of the Time Warp algorithm; offers a focus on the design and analysis of simulation experiments under various goals, and describes how data can be “farmed” to support decision making; provides a comprehensive overview of Bayesian belief models for simulation-based decision making, and introduces a model for ranking and selection in cloud computing; highlights how input model uncertainty impacts simulation optimization, and proposes an approach to quantify and control the impact of input model risk; surveys the applications of simulation in semiconductor manufacturing, in social and behavioral modeling, and in military planning and training; presents data analysis on the publications from the Winter Simulation Conference, offering a big-data perspective on the significant impact of the conference. This informative and inspiring volume will appeal to all academics and professionals interested in computational and mathematical modeling and simulation, as well as to graduate students on the path to form the next generation of WSC pioneers.