Comparison Of Learning Automata And Simulated Annealing Algorithms On The Stochastic Economic Lot Size Scheduling Problem
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Comparison Of Learning Automata And Simulated Annealing Algorithms On The Stochastic Economic Lot Size Scheduling Problem
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Author : David S. Lund
language : en
Publisher:
Release Date : 2001
Comparison Of Learning Automata And Simulated Annealing Algorithms On The Stochastic Economic Lot Size Scheduling Problem written by David S. Lund and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Economic lot size categories.
A simulation mimics the behavior of an actual process. Simulation can be used to make predictions of an actual process in a timely and cost effective manner. The economic lot-size scheduling problem (ELSP) is an important area of research that benefits from a simulation-based approach. Combining a simulated stochastic version of the ELSP with a search algorithm efficiently can produce a near optimal solution. Comparing two search algorithms, learning automata (LA) and simulated annealing (SA), leads to the following conclusion: SA is as effective as LA at solving the ELSP, but evaluates fewer candidate solutions.
Simulated Annealing
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Author : Cher Ming Tan
language : en
Publisher: BoD – Books on Demand
Release Date : 2008-09-01
Simulated Annealing written by Cher Ming Tan 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 2008-09-01 with Computers categories.
This book provides the readers with the knowledge of Simulated Annealing and its vast applications in the various branches of engineering. We encourage readers to explore the application of Simulated Annealing in their work for the task of optimization.
A Comparison Of Solution Approaches For The Fixed Sequence Economic Lot Scheduling Problem
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Author :
language : en
Publisher:
Release Date : 1992
A Comparison Of Solution Approaches For The Fixed Sequence Economic Lot Scheduling Problem written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with categories.
Solving The Economic Lot Size Scheduling Problem Using Genetic Algorithms
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Author : Michael J. Wilmot
language : en
Publisher:
Release Date : 1996
Solving The Economic Lot Size Scheduling Problem Using Genetic Algorithms written by Michael J. Wilmot and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Economic lot size categories.
The Economic Lot Scheduling Problem
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Author : Carol Wilcox Prevost
language : en
Publisher:
Release Date : 1978
The Economic Lot Scheduling Problem written by Carol Wilcox Prevost and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Economic lot size categories.
An Integrated Approach For Lot Sizing And Scheduling Problems Using Metaheuristics
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Author : Eliécer Gutiérrez García
language : en
Publisher:
Release Date : 2002
An Integrated Approach For Lot Sizing And Scheduling Problems Using Metaheuristics written by Eliécer Gutiérrez García and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Combinatorial optimization categories.
Theoretical And Computational Aspects Of Simulated Annealing
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Author : Peter J. M. Laarhoven
language : en
Publisher:
Release Date : 1988
Theoretical And Computational Aspects Of Simulated Annealing written by Peter J. M. Laarhoven and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Algorithms categories.
Learning Automata And Stochastic Optimization
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Author : A.S. Poznyak
language : en
Publisher: Springer
Release Date : 2014-03-12
Learning Automata And Stochastic Optimization written by A.S. Poznyak and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-12 with Technology & Engineering categories.
In the last decade there has been a steadily growing need for and interest in computational methods for solving stochastic optimization problems with or wihout constraints. Optimization techniques have been gaining greater acceptance in many industrial applications, and learning systems have made a significant impact on engineering problems in many areas, including modelling, control, optimization, pattern recognition, signal processing and diagnosis. Learning automata have an advantage over other methods in being applicable across a wide range of functions. Featuring new and efficient learning techniques for stochastic optimization, and with examples illustrating the practical application of these techniques, this volume will be of benefit to practicing control engineers and to graduate students taking courses in optimization, control theory or statistics.
The Stochastic Economic Lot Scheduling Problem
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Author : E. M. M. Winands
language : en
Publisher:
Release Date : 2005
The Stochastic Economic Lot Scheduling Problem written by E. M. M. Winands and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Deterministic And Stochastic Profit Maximization Versions Of The Economic Lot Scheduling Problem With Pricing Considerations
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Author : Luciano Salvietti Cignetti
language : en
Publisher:
Release Date : 2006
Deterministic And Stochastic Profit Maximization Versions Of The Economic Lot Scheduling Problem With Pricing Considerations written by Luciano Salvietti Cignetti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.