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Supply chain management and advanced planning : concepts, models, software, and case studies
Authors: ---
ISBN: 354043450X 3662101440 3662101424 9783540434504 Year: 2002 Publisher: Berlin Springer-Verlag

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Abstract

Supply Chain Management concerns organizational aspects of integrating legally separated firms as well as coordinating materials and information flows within a production-distribution network. The Enterprise Resources Planning (ERP) systems being used for transaction handling and order execution in most firms today have been supplemented by Advanced Planning Systems (APS) for coordinating flows, exploiting bottlenecks and keeping due dates. Various optimization techniques can be applied by APS to improve plans according to business targets. This book provides insights regarding the concepts underlying APS. Special emphasis is given to modelling supply chains and implementing APS in industry successfully. Understanding is enhanced through the use of case studies as well as an introduction to the solution algorithms used. The second edition contains a considerable quantity of new material, especially a novel chapter on collaborative planning.

Genetic algorithms in search, optimization, and machine learning.
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ISBN: 0201157675 9780201157673 Year: 1989 Publisher: Reading (Mass.) Addison-Wesley

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Keywords

Artificial intelligence. Robotics. Simulation. Graphics --- Planning (firm) --- natuurlijke selectie --- Computer science --- genetische algoritmen --- bedrijfseconomie --- zoekmethoden --- Genetic algorithms --- Machine learning --- Algorithmes génétiques --- Apprentissage automatique --- Genetic Algorithms --- Machine Learning --- 681.3*G20 --- 681.3*I22 --- 681.3*I26 --- 681.3*I28 --- 510.5 --- 681.3*I2 --- AA / International- internationaal --- 305.976 --- genetisch algoritme --- kunstmatige intelligentie (artificiële intelligentie) --- algoritme --- GBML(genetic-based machine learning) --- Learning, Machine --- Artificial intelligence --- Machine theory --- GAs (Algorithms) --- Genetic searches (Algorithms) --- Algorithms --- Combinatorial optimization --- Evolutionary computation --- Genetic programming (Computer science) --- Learning classifier systems --- Computerwetenschap--?*G20 --- Automatic programming: automatic analysis of algorithms; program modification; program synthesis; program transformation; program verification (Artificialintelligence)--See also {681.3*D12}; {681.3*F31} --- Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- Problem solving, control methods and search: backtracking; dynamic program- ming; graph and tree search strategies; heuristics; plan execution, formationand generation (Artificial intelligence)--See also {681.3*F22} --- Algorithms. Computable functions --- Artificial intelligence. AI --- Algoritmen. Optimisatie. --- Genetic algorithms. --- Machine learning. --- Basic Sciences. Mathematics --- Algebra --- Algebra. --- 681.3*I2 Artificial intelligence. AI --- 510.5 Algorithms. Computable functions --- 681.3*I28 Problem solving, control methods and search: backtracking; dynamic program- ming; graph and tree search strategies; heuristics; plan execution, formationand generation (Artificial intelligence)--See also {681.3*F22} --- 681.3*I26 Learning: analogies; concept learning; induction; knowledge acquisition; language acquisition; parameter learning (Artificial intelligence)--See also {681.3*K32} --- 681.3*I22 Automatic programming: automatic analysis of algorithms; program modification; program synthesis; program transformation; program verification (Artificialintelligence)--See also {681.3*D12}; {681.3*F31} --- Algorithmes génétiques --- Algoritmen. Optimisatie --- Optimisation combinatoire --- artificiële intelligentie (AI)

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