Dynamic Programming For Inventory Control
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Dynamic Programming And Inventory Control
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Author : Alain Bensoussan
language : en
Publisher: Sage Publications Limited
Release Date : 2011
Dynamic Programming And Inventory Control written by Alain Bensoussan and has been published by Sage Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Mathematics categories.
This book presents a unified theory of dynamic programming and Markov decision processes and its application to a major field of operations research and operations management: inventory control. Models are developed in discrete time as well as in continuous time. For continuous time, this book concentrates only on models of interest to inventory control. For discrete time, the focus is mainly on infinite horizon models. The book also covers the difference between impulse control and continuous control. Ergodic control is considered in the context of impulse control, and some simple rules currently used in practice are justified. Chapter 2 introduces some of the classical static problems which are preliminary to the dynamic models of interest in inventory control. This book is not a general text on control theory and dynamic programming, in that the systems dynamics are mostly limited to inventory models. For these models, however, it seeks to be as comprehensive as possible, although finite horizon models in discrete time are not developed, since they are largely described in existing literature. On the other hand, the ergodic control problem is considered in detail, and probabilistic proofs as well as analytical proofs are provided. The techniques developed in this work can be extended to more complex models, covering additional aspects of inventory control.
Dynamic Programming And Inventory Control
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Author : Alain Bensoussan
language : en
Publisher:
Release Date : 2011
Dynamic Programming And Inventory Control written by Alain Bensoussan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Dynamic programming categories.
Presents a unified theory of dynamic programming and Markov decision processes and its application to a major field of operations research and operations management: inventory control. For continuous time, this book concentrates only on models of interest to inventory control. For discrete time, the focus is mainly on infinite horizon models.
A Dynamic Program For Inventory Control
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Author : Manesh Laxmidas Shrikant
language : en
Publisher:
Release Date : 1959
A Dynamic Program For Inventory Control written by Manesh Laxmidas Shrikant and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1959 with categories.
Dynamic Programming Of Economic Decisions
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Author : Martin F. Bach
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
Dynamic Programming Of Economic Decisions written by Martin F. Bach 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 2013-11-11 with Business & Economics categories.
Dynamic Programming is the analysis of multistage decision in the sequential mode. It is now widely recognized as a tool of great versatility and power, and is applied to an increasing extent in all phases of economic analysis, operations research, technology, and also in mathematical theory itself. In economics and operations research its impact may someday rival that of linear programming. The importance of this field is made apparent through a growing number of publications. Foremost among these is the pioneering work of Bellman. It was he who originated the basic ideas, formulated the principle of optimality, recognized its power, coined the terminology, and developed many of the present applications. Since then mathe maticians, statisticians, operations researchers, and economists have come in, laying more rigorous foundations [KARLIN, BLACKWELL], and developing in depth such application as to the control of stochastic processes [HoWARD, JEWELL]. The field of inventory control has almost split off as an independent branch of Dynamic Programming on which a great deal of effort has been expended [ARRoW, KARLIN, SCARF], [WIDTIN] , [WAGNER]. Dynamic Programming is also playing an in creasing role in modem mathematical control theory [BELLMAN, Adap tive Control Processes (1961)]. Some of the most exciting work is going on in adaptive programming which is closely related to sequential statistical analysis, particularly in its Bayesian form. In this monograph the reader is introduced to the basic ideas of Dynamic Programming.
Duality In Stochastic Linear And Dynamic Programming
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Author : Willem K. Klein Haneveld
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17
Duality In Stochastic Linear And Dynamic Programming written by Willem K. Klein Haneveld 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 2013-04-17 with Business & Economics categories.
Approximate Dynamic Programming And Stochastic Approximation Methods For Inventory Control And Revenue Management
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Author : Sumit Mathew Kunnumkal
language : en
Publisher:
Release Date : 2007
Approximate Dynamic Programming And Stochastic Approximation Methods For Inventory Control And Revenue Management written by Sumit Mathew Kunnumkal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
Multi Stage Production Planning And Inventory Control
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Author : Sven Axsäter
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Multi Stage Production Planning And Inventory Control written by Sven Axsäter 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 paper treats a two-echelon inventory system. The higher echelon is a single location reffered to as the depot, which places orders for supply of a single com modity. The lower echelon consists of several points, called the retailers, which are supplied by shipments from the depot, and at which random demands for the item occur. Stocks are reviewed and decisions are made periodically. Orders and/or shipments may each require a fixed lead time before reaching their respective desti nations. Section II gives a short literature review of distribution research. Section III introduces the multi-echelon distribution system together with the underlying as sumptions and gives a description of how this problem can be viewed as a Markovian Decision Process. Section IV discusses the concept of cost modifications in a distribution context. Section V presents the test-examples together with their optimal solutions and also gives the characteristic properties of these optimal solutions. These properties then will be used in section VI to give adapted ver sions of various heuristics which were used in assembly experiments previously and which will be tested against the test-examples.
Adaptive Dynamic Programming In Inventory Control
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Author : Sotirios G. Papachristos
language : en
Publisher:
Release Date : 1977
Adaptive Dynamic Programming In Inventory Control written by Sotirios G. Papachristos and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with categories.
Encyclopedia Of Optimization
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Author : Christodoulos A. Floudas
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-09-04
Encyclopedia Of Optimization written by Christodoulos A. Floudas 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 2008-09-04 with Mathematics categories.
The goal of the Encyclopedia of Optimization is to introduce the reader to a complete set of topics that show the spectrum of research, the richness of ideas, and the breadth of applications that has come from this field. The second edition builds on the success of the former edition with more than 150 completely new entries, designed to ensure that the reference addresses recent areas where optimization theories and techniques have advanced. Particularly heavy attention resulted in health science and transportation, with entries such as "Algorithms for Genomics", "Optimization and Radiotherapy Treatment Design", and "Crew Scheduling".
Dynamic Programming
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Author : Moshe Sniedovich
language : en
Publisher: CRC Press
Release Date : 2010-09-10
Dynamic Programming written by Moshe Sniedovich and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-10 with Business & Economics categories.
Incorporating a number of the author's recent ideas and examples, Dynamic Programming: Foundations and Principles, Second Edition presents a comprehensive and rigorous treatment of dynamic programming. The author emphasizes the crucial role that modeling plays in understanding this area. He also shows how Dijkstra's algorithm is an excellent exampl