Optimization of Logistics
Autor: | Alice Yalaoui, Hicham Chehade, Farouk Yalaoui, Lionel Amodeo |
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EAN: | 9781118569689 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 02.04.2013 |
Kategorie: | |
Schlagworte: | Ant Colony Optimization Buffers Sizing Optimization Discrete Event simulation Dynamic Programming Forecasting Methods Genetic Algorithms Inventory Optimization Layout Optimization Markov processes Optimization of Logistics |
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This book aims to help engineers, Masters students and young researchers to understand and gain a general knowledge of logistic systems optimization problems and techniques, such as system design, layout, stock management, quality management, lot-sizing or scheduling. It summarizes the evaluation and optimization methods used to solve the most frequent problems. In particular, the authors also emphasize some recent and interesting scientific developments, as well as presenting some industrial applications and some solved instances from real-life cases.
Performance evaluation tools (Petri nets, the Markov process, discrete event simulation, etc.) and optimization techniques (branch-and-bound, dynamic programming, genetic algorithms, ant colony optimization, etc.) are presented first. Then, new optimization methods are presented to solve systems design problems, layout problems and buffer-sizing optimization. Forecasting methods, inventory optimization, packing problems, lot-sizing quality management and scheduling are presented with examples in the final chapters.