reactive search and intelligent optimization 45 operations research computer science interfaces series

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Reactive Search And Intelligent Optimization

Author : Roberto Battiti
ISBN : 9780387096247
Genre : Business & Economics
File Size : 76. 13 MB
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Reactive Search and Intelligent Optimization is an excellent introduction to the main principles of reactive search, as well as an attempt to develop some fresh intuition for the approaches. The book looks at different optimization possibilities with an emphasis on opportunities for learning and self-tuning strategies. While focusing more on methods than on problems, problems are introduced wherever they help make the discussion more concrete, or when a specific problem has been widely studied by reactive search and intelligent optimization heuristics. Individual chapters cover reacting on the neighborhood; reacting on the annealing schedule; reactive prohibitions; model-based search; reacting on the objective function; relationships between reactive search and reinforcement learning; and much more. Each chapter is structured to show basic issues and algorithms; the parameters critical for the success of the different methods discussed; and opportunities for the automated tuning of these parameters.

Evolutionary Computation In Combinatorial Optimization

Author : Jin-Kao Hao
ISBN : 9783642291234
Genre : Computers
File Size : 75. 23 MB
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This book constitutes the refereed proceedings of the 12th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoBIO, EvoMUSART, and EvoApplications. . The 22 revised full papers presented were carefully reviewed and selected from 48 submissions. The papers present the latest research and discuss current developments and applications in metaheuristics - a paradigm to effectively solve difficult combinatorial optimization problems appearing in various industrial, economic, and scientific domains. Prominent examples of metaheuristics are evolutionary algorithms, simulated annealing, tabu search, scatter search, memetic algorithms, variable neighborhood search, iterated local search, greedy randomized adaptive search procedures, estimation of distribution algorithms, and ant colony optimization.

Learning And Intelligent Optimization Designing Implementing And Analyzing Effective Heuristics

Author : Thomas Stützle
ISBN : 9783642111686
Genre : Computers
File Size : 72. 94 MB
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This book constitutes the thoroughly refereed post-conference proceedings of the Third International Conference on Learning and Intelligent Optimization, LION 2009 III, held in Trento, Italy, in January 2009. The 15 revised full papers, one extended abstract and two poster sessions were carefully reviewed and selected from 86 submissions for inclusion in the book. The papers cover current issues of stochastic local search methods and meta-heuristics, hybridizations of constraint and mathematical programming with meta-heuristics, supervised, unsupervised and reinforcement learning applied to heuristic search, reactive search (online self-tuning methods), algorithm portfolios and off-line tuning methods, algorithms for dynamic, stochastic and multi-objective problems, interface(s) between discrete and continuous optimization, experimental analysis and modeling of algorithms, theoretical foundations, parallelization of optimization algorithms, memory-based optimization, prohibition-based methods (tabu search), memetic algorithms, evolutionary algorithms, dynamic local search, iterated local search, variable neighborhood search and swarm intelligence methods (ant colony optimization, particle swarm optimization etc.).

Intelligent Systems

Author : Alexander M. Meystel
ISBN : 0471193747
Genre : Computers
File Size : 54. 7 MB
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This comprehensive treatment of the field of intelligent systems is written by two of the foremost authorities in the field. The authors clearly examine the theoretical and practical aspects of these systems. The book focuses on the NIST-RCS (Real-time Control System) model that has been used recently in the Mars Rover.

Artificial Intelligence Abstracts

Author :
ISBN : UOM:39015023897898
Genre : Artificial intelligence
File Size : 26. 48 MB
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Diskrete Mathematik

Author : László Lovász
ISBN : 9783540275534
Genre : Mathematics
File Size : 88. 79 MB
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Die diskrete Mathematik ist im Begriff, zu einem der wichtigsten Gebiete der mathematischen Forschung zu werden mit Anwendungen in der Kryptographie, der linearen Programmierung, der Kodierungstheorie und Informatik. Dieses Buch richtet sich an Studenten der Mathematik und Informatik, die ein Gefühl dafür entwickeln möchten, worum es in der Mathematik geht, wobei Mathematik hilfreich sein kann, und mit welcher Art Fragen sich Mathematiker auseinandersetzen. Die Autoren stellen eine Anzahl ausgewählter Ergebnisse und Methoden der diskreten Mathematik vor, hauptsächlich aus den Bereichen Kombinatorik und Graphentheorie, teilweise aber auch aus der Zahlentheorie, der Wahrscheinlichkeitsrechnung und der kombinatorischen Geometrie.Wo immer es möglich war, haben die Autoren Beweise und Problemlösungen verwendet, um den Studenten zu helfen, die Lösungen der Fragestellungen zu verstehen. Zusätzlich ist eine Vielzahl von Beispielen, Bildern und Übungsaufgaben über das Buch verteilt. László Lovász ist einer der Leiter der theoretischen Forschungsabteilung der Microsoft Corporation. Er hat 1999 den Wolf-Preis sowie den Gödel-Preis für die beste wissenschaftliche Veröffentlichung in der Informatik erhalten. József Pelikán ist Professor am Institut für Algebra und Zahlentheorie der Eötvös Loránd Universität in Budapest. Katalin Vesztergombi ist Senior Lecturer am Fachbereich Mathematik der Universität von Washington in Seattle.

Informs Conference Program

Author : Institute for Operations Research and the Management Sciences. National Meeting
ISBN : CORNELL:31924078031576
Genre : Operations research
File Size : 57. 15 MB
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Evolutionsstrategie

Author : Ingo Rechenberg
ISBN : 3772803741
Genre : Bioengineering
File Size : 58. 86 MB
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Scientific And Technical Aerospace Reports

Author :
ISBN : COLUMBIA:CU10204245
Genre : Aeronautics
File Size : 54. 53 MB
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Optimierungsaufgaben

Author : L. Collatz
ISBN : 9783642652868
Genre : Mathematics
File Size : 77. 63 MB
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