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This book is a collection of six articles arising from the meeting of the NATO Advanced Study Institute (ASI) ""Combinatorial Optimization: Methods and Applications,"" which was held at the University of Montreal in June 2006. This ASI consisted of seven series of five one-hour lectures and one series of four one-hour lectures. It was attended by some sixty students of graduate or postdoctoral level from fifteen countries worldwide. It includes topics such as: integer and mixed integer programming, facility location, branching on split disjunctions, convexity in combinatorial optimization, and

Combinatorial optimization

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Comparing the three most prominent representatives of evolutionary algorithms - genetic algorithms, evolution strategies and evolutionary programming - this book examines the computational methods at the border between computer science and evolutionary biology. The algorithms are explained within a common framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms and uses a meta-evolutionary approach to confirm some of the theoretical results.

Evolution (Biology). --- Evolutionary programming (Computer science). --- Genetic algorithms. --- Genetic algorithms --- Evolution (Biology) --- Evolutionary programming (Computer science) --- Operations Research --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Mathematical models --- Mathematical models. --- GAs (Algorithms) --- Genetic searches (Algorithms) --- Algorithms --- Combinatorial optimization --- Evolutionary computation --- Genetic programming (Computer science) --- Learning classifier systems --- Computer programming --- Artificial intelligence --- E-books

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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)