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Computer science --- Combinatorial optimization --- Computer Science --- Informatique --- Optimisation combinatoire
Periodical
ISSN: 09728600 25433474 Year: 2004 Publisher: Boca Raton, FL : [Amsterdam] : Philadelphia, PA : Taylor & Francis Group Elsevier B.V. Taylor & Francis Group
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Graph theory --- Combinatorial analysis --- Combinatorial analysis. --- Graph theory. --- graphs and hypergraphs --- network theory --- combinatorial optimization --- coding theory --- block designs --- Combinatorics --- Algebra --- Mathematical analysis --- Graphs, Theory of --- Theory of graphs --- Topology --- Extremal problems --- Analyse combinatoire
Book
ISBN: 3031137140 3031137132 Year: 2023 Publisher: Cham Springer Nature
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This open access book demonstrates all the steps required to design heuristic algorithms for difficult optimization. The classic problem of the travelling salesman is used as a common thread to illustrate all the techniques discussed. This problem is ideal for introducing readers to the subject because it is very intuitive and its solutions can be graphically represented. The book features a wealth of illustrations that allow the concepts to be understood at a glance. The book approaches the main metaheuristics from a new angle, deconstructing them into a few key concepts presented in separate chapters: construction, improvement, decomposition, randomization and learning methods. Each metaheuristic can then be presented in simplified form as a combination of these concepts. This approach avoids giving the impression that metaheuristics is a non-formal discipline, a kind of cloud sculpture. Moreover, it provides concrete applications of the travelling salesman problem, which illustrate in just a few lines of code how to design a new heuristic and remove all ambiguities left by a general framework. Two chapters reviewing the basics of combinatorial optimization and complexity theory make the book self-contained. As such, even readers with a very limited background in the field will be able to follow all the content.
Operations research. --- Mathematical optimization. --- Mathematics—Data processing. --- Algorithms. --- Artificial intelligence. --- Operations Research and Decision Theory. --- Optimization. --- Computational Mathematics and Numerical Analysis. --- Computational Science and Engineering. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Algorism --- Algebra --- Arithmetic --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Mathematical analysis --- Maxima and minima --- Operations research --- System analysis --- Operational analysis --- Operational research --- Industrial engineering --- Management science --- Research --- System theory --- Foundations --- Algorithms --- Heuristics --- Travelling Salesman --- Local Search --- Metaheuristics --- Combinatorial Optimization --- Artificial Intelligence
Periodical
ISSN: 15309304 10636560 Year: 1993 Publisher: [Cambridge, Mass.] : MIT Press
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Genetic algorithms --- Artificial intelligence --- Evolutionary computation --- Evolution --- Mathematical Computing --- Models, Genetic --- Models, Theoretical --- Artificial intelligence. --- Evolutionary computation. --- Genetic algorithms. --- Algoritmen. --- Zoekstrategieën. --- Computermethoden. --- Datenverarbeitung --- Zeitschrift --- Online-Ressource --- Künstliche Intelligenz --- Mathematical Computing. --- Models, Genetic. --- Biological Evolution. --- Models, Theoretical. --- Natural Computation. --- Computerunterstützte Intelligenz --- Maschinelle Intelligenz --- KI --- Netzpublikation --- Online-Publikation --- Computerdatei im Fernzugriff --- Online-Dokument --- On-line-Dokument --- On-line-Publikation --- Periodikum --- Zeitschriften --- ADV --- Automatische Datenverarbeitung --- Automatisierte Datenverarbeitung --- EDV --- Elektronische Datenverarbeitung --- Abstammung --- GAs (Algorithms) --- Genetic searches (Algorithms) --- Experimental Model --- Experimental Models --- Mathematical Model --- Model, Experimental --- Models (Theoretical) --- Models, Experimental --- Models, Theoretic --- Theoretical Study --- Mathematical Models --- Model (Theoretical) --- Model, Mathematical --- Model, Theoretical --- Models, Mathematical --- Studies, Theoretical --- Study, Theoretical --- Theoretical Model --- Theoretical Models --- Theoretical Studies --- Genetic Models --- Genetic Model --- Model, Genetic --- Computation, Evolutionary --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Evolution, Biological --- Intelligenz --- Elektronische Publikation --- Presse --- Fortlaufendes Sammelwerk --- Automation --- Computer --- Datentechnik --- Informatik --- Entwicklung --- Phylogenetik --- Evolutionsbiologie --- Algorithms --- Combinatorial optimization --- Genetic programming (Computer science) --- Learning classifier systems --- Computer Simulation --- Systems Theory --- Neural networks (Computer science) --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Sociobiology --- Computerunterstützte Intelligenz
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