Convergence Des Algorithmes Genetiques

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Theoretical Aspects of Evolutionary Computing

Author : Leila Kallel
Publisher : Springer Science & Business Media
ISBN 13 : 366204448X
Total Pages : 495 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Theoretical Aspects of Evolutionary Computing by : Leila Kallel

Download or read book Theoretical Aspects of Evolutionary Computing written by Leila Kallel and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 495 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the first week of September 1999, the Second EvoNet Summer School on Theoretical Aspects of Evolutionary Computing was held at the Middelheim cam pus of the University of Antwerp, Belgium. Originally intended as a small get together of PhD students interested in the theory of evolutionary computing, the summer school grew to become a successful combination of a four-day workshop with over twenty researchers in the field and a two-day lecture series open to a wider audience. This book is based on the lectures and workshop contributions of this summer school. Its first part consists of tutorial papers which introduce the reader to a num ber of important directions in the theory of evolutionary computing. The tutorials are at graduate level andassume only a basic backgroundin mathematics and com puter science. No prior knowledge ofevolutionary computing or its theory is nec essary. The second part of the book consists of technical papers, selected from the workshop contributions. A number of them build on the material of the tutorials, exploring the theory to research level. Other technical papers may require a visit to the library.

Genetic And Evolutionary Computation- GECCO 2004

Author : GECCO
Publisher : Springer Science & Business Media
ISBN 13 : 3540223436
Total Pages : 1485 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Genetic And Evolutionary Computation- GECCO 2004 by : GECCO

Download or read book Genetic And Evolutionary Computation- GECCO 2004 written by GECCO and published by Springer Science & Business Media. This book was released on 2004-10-12 with total page 1485 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two volume set LNCS 3102/3103 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2004, held in Seattle, WA, USA, in June 2004. The 230 revised full papers and 104 poster papers presented were carefully reviewed and selected from 460 submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; artificial immune systems, biological applications; coevolution; evolutionary robotics; evolution strategies and evolutionary programming; evolvable hardware; genetic algorithms; genetic programming; learning classifier systems; real world applications; and search-based software engineering.

Mean Field Simulation for Monte Carlo Integration

Author : Pierre Del Moral
Publisher : CRC Press
ISBN 13 : 1466504056
Total Pages : 628 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Mean Field Simulation for Monte Carlo Integration by : Pierre Del Moral

Download or read book Mean Field Simulation for Monte Carlo Integration written by Pierre Del Moral and published by CRC Press. This book was released on 2013-05-20 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last three decades, there has been a dramatic increase in the use of interacting particle methods as a powerful tool in real-world applications of Monte Carlo simulation in computational physics, population biology, computer sciences, and statistical machine learning. Ideally suited to parallel and distributed computation, these advanced particle algorithms include nonlinear interacting jump diffusions; quantum, diffusion, and resampled Monte Carlo methods; Feynman-Kac particle models; genetic and evolutionary algorithms; sequential Monte Carlo methods; adaptive and interacting Markov chain Monte Carlo models; bootstrapping methods; ensemble Kalman filters; and interacting particle filters. Mean Field Simulation for Monte Carlo Integration presents the first comprehensive and modern mathematical treatment of mean field particle simulation models and interdisciplinary research topics, including interacting jumps and McKean-Vlasov processes, sequential Monte Carlo methodologies, genetic particle algorithms, genealogical tree-based algorithms, and quantum and diffusion Monte Carlo methods. Along with covering refined convergence analysis on nonlinear Markov chain models, the author discusses applications related to parameter estimation in hidden Markov chain models, stochastic optimization, nonlinear filtering and multiple target tracking, stochastic optimization, calibration and uncertainty propagations in numerical codes, rare event simulation, financial mathematics, and free energy and quasi-invariant measures arising in computational physics and population biology. This book shows how mean field particle simulation has revolutionized the field of Monte Carlo integration and stochastic algorithms. It will help theoretical probability researchers, applied statisticians, biologists, statistical physicists, and computer scientists work better across their own disciplinary boundaries.

Mathematics and Computer Science

Author : Daniele Gardy
Publisher : Birkhäuser
ISBN 13 : 3034884052
Total Pages : 337 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Mathematics and Computer Science by : Daniele Gardy

Download or read book Mathematics and Computer Science written by Daniele Gardy and published by Birkhäuser. This book was released on 2012-12-06 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book where mathematics and computer science are directly confronted and joined to tackle intricate problems in computer science with deep mathematical approaches. It contains a collection of refereed papers presented at the Colloquium on Mathematics and Computer Science held at the University of Versailles-St-Quentin on September 18-20, 2000. The colloquium was a meeting place for researchers in mathematics and computer science and thus an important opportunity to exchange ideas and points of view, and to present new approaches and new results in the common areas such as algorithms analysis, trees, combinatorics, optimization, performance evaluation and probabilities. The book is intended for a large public in applied mathematics, discrete mathematics and computer science, including researchers, teachers, graduate students and engineers. It provides an overview of the current questions in computer science and related modern mathematical methods. The range of applications is very wide and reaches beyond computer science.

Conception systémique pour la conversion d'énergie électrique 2 : approche intégrée par optimisation

Author : ROBOAM Xavier
Publisher : Lavoisier
ISBN 13 : 2746281937
Total Pages : 306 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Conception systémique pour la conversion d'énergie électrique 2 : approche intégrée par optimisation by : ROBOAM Xavier

Download or read book Conception systémique pour la conversion d'énergie électrique 2 : approche intégrée par optimisation written by ROBOAM Xavier and published by Lavoisier. This book was released on 2012-11-06 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Le contexte économique impose des systèmes toujours plus performants, minimisant coûts d’investissement et de possession. Si les méthodes d’analyse, de synthèse et de gestion présentées dans le premier volume Conception systémique pour la conversion d’énergie électrique 1 participent à l’optimisation des systèmes énergétiques, les techniques traitées dans cet ouvrage proposent d’aller encore plus loin dans la performance. La complexité de systèmes multidisciplinaires à fort degré de couplage augmentant, le processus de conception par optimisation consistant à coupler un modèle à un algorithme d’optimisation au sein d’un environnement logiciel devient dès lors indispensable. Ce volume rassemble les points-clés permettant de représenter efficacement et de façon compacte l’environnement système et les profils de mission, mais également les méthodes, modèles et outils dédiés à l’optimisation. Les approches multiniveaux de conception et l’optimisation technico-économique des réseaux électriques sont particulièrement détaillées.

Artificial Evolution

Author :
Publisher :
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Artificial Evolution by :

Download or read book Artificial Evolution written by and published by . This book was released on 1995 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Data Science and Classification

Author : Alfredo Rizzi
Publisher : Springer Science & Business Media
ISBN 13 : 3642722539
Total Pages : 678 pages
Book Rating : 4.6/5 (427 download)

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Book Synopsis Advances in Data Science and Classification by : Alfredo Rizzi

Download or read book Advances in Data Science and Classification written by Alfredo Rizzi and published by Springer Science & Business Media. This book was released on 2013-03-08 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: International Federation of Classification Societies The International Federation of Classification Societies (lFCS) is an agency for the dissemination of technical and scientific information concerning classification and multivariate data analysis in the broad sense and in as wide a range of applications as possible; founded in 1985 in Cambridge (UK) by the following Scientific Societies and Groups: - British Classification Society - BCS - Classification Society of North America - CSNA - Gesellschaft fUr Klassification - GfKI - Japanese Classification Society - JCS - Classification Group ofItalian Statistical Society - CGSIS - Societe Francophone de Classification - SFC Now the IFCS includes also the following Societies: - Dutch-Belgian Classification Society - VOC - Polish Classification Section - SKAD - Portuguese Classification Association - CLAD - Group at Large - Korean Classification Society - KCS IFCS-98, the Sixth Conference of the International Federation of Classification Societies, was held in Rome, from July 21 to 24, 1998. Five preceding conferences were held in Aachen (Germany), Charlottesville (USA), Edinburgh (UK), Paris (France), Kobe (Japan).

Knowledge-Based and Intelligent Information and Engineering Systems

Author : Rossitza Setchi
Publisher : Springer Science & Business Media
ISBN 13 : 3642153895
Total Pages : 682 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Knowledge-Based and Intelligent Information and Engineering Systems by : Rossitza Setchi

Download or read book Knowledge-Based and Intelligent Information and Engineering Systems written by Rossitza Setchi and published by Springer Science & Business Media. This book was released on 2010-09-02 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNAI 6276--6279 constitutes the refereed proceedings of the 14th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2010, held in Cardiff, UK, in September 2010. The 272 revised papers presented were carefully reviewed and selected from 360 submissions. They present the results of high-quality research on a broad range of intelligent systems topics.

Proceedings of the Fifth International Conference on Genetic Algorithms

Author : United States. Office of Naval Research
Publisher : Morgan Kaufmann
ISBN 13 : 9781558602991
Total Pages : 690 pages
Book Rating : 4.6/5 (29 download)

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Book Synopsis Proceedings of the Fifth International Conference on Genetic Algorithms by : United States. Office of Naval Research

Download or read book Proceedings of the Fifth International Conference on Genetic Algorithms written by United States. Office of Naval Research and published by Morgan Kaufmann. This book was released on 1993 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt:

L'étalonnage des robots manipulateurs industriels

Author : MAURINE Patrick
Publisher : Lavoisier
ISBN 13 : 2746295245
Total Pages : 354 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis L'étalonnage des robots manipulateurs industriels by : MAURINE Patrick

Download or read book L'étalonnage des robots manipulateurs industriels written by MAURINE Patrick and published by Lavoisier. This book was released on 2013-03-01 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fruit d’une étroite collaboration entre la recherche universitaire et le monde de l’industrie, cet ouvrage traite de la robotique industrielle, et tout particulièrement de l’étalonnage des robots manipulateurs. Il développe les aspects suivants : la représentation des structures des robots manipulateurs sériels et parallèles ; les principes généraux de l’étalonnage ; les méthodes d’étalonnage spécifiques aux robots sériels et parallèles ; l’innovation en robotique, ses réussites et ses échecs. Théorique et pragmatique, il s’adresse aux étudiants et aux chercheurs, aux techniciens et aux ingénieurs et à tous ceux qui désirent appréhender la robotique industrielle. Patrick Maurine est maître de conférences à l’INSA de Rennes. Ses travaux portent sur la précision et l’étalonnage des robots manipulateurs industriels. Jean-François Quinet est consultant en robotique appliquée à l’ensemble de l’industrie internationale depuis 1973. Ses activités portent aussi sur la mesure tridimensionnelle statique et dynamique.

Incertitudes, optimisation et fiabilité des structures

Author : EL HAMI Abdelkhalak
Publisher : Lavoisier
ISBN 13 : 2746295164
Total Pages : 396 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Incertitudes, optimisation et fiabilité des structures by : EL HAMI Abdelkhalak

Download or read book Incertitudes, optimisation et fiabilité des structures written by EL HAMI Abdelkhalak and published by Lavoisier. This book was released on 2013-06-01 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: La fiabilité des systèmes complexes est un défi majeur pour les entreprises industrielles. Ces dernières doivent répondre aux exigences des donneurs d’ordre dont le non-respect entraînerait des pénalités compromettant les marchés futurs. L’un des enjeux majeurs de l’optimisation fiabiliste est d’établir une surveillance rigoureuse, capable de prédire et de détecter les modes de défaillances des systèmes étudiés. Cet ouvrage présente les avancées de la recherche et de l’industrie appliquées aux domaines de l’optimisation, de la fiabilité et de la prise en compte des incertitudes en mécanique. Ce couplage est à la base de la compétitivité des entreprises dans les secteurs de l’automobile, de l’aéronautique, du génie civil ou encore de la défense. Accompagné d’exemples détaillés, Incertitudes, optimisation et fiabilité des structures présente les nouveaux outils de conception les plus performants. Il s’adresse aux ingénieurs et aux enseignants-chercheurs.

A DUAL GENETIC ALGORITHM FOR BOUNDED INTEGER PROGRAMS

Author : James C. Bean, Atidel ben Hadj-Alouane
Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.L/5 ( download)

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Book Synopsis A DUAL GENETIC ALGORITHM FOR BOUNDED INTEGER PROGRAMS by : James C. Bean, Atidel ben Hadj-Alouane

Download or read book A DUAL GENETIC ALGORITHM FOR BOUNDED INTEGER PROGRAMS written by James C. Bean, Atidel ben Hadj-Alouane and published by . This book was released on 1993 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport

Author : JARBOUI Bassem
Publisher : Lavoisier
ISBN 13 : 2746295237
Total Pages : 323 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport by : JARBOUI Bassem

Download or read book Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport written by JARBOUI Bassem and published by Lavoisier. This book was released on 2013-05-01 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pour assurer une production de biens de qualité, de manière fiable et dans des délais maîtrisés, les organisations ont besoin d’outils d'exécution optimale de tâches tels que l’ordonnancement. Le succès des méthodologies de résolution des problèmes d’ordonnancement de production basées sur les métaheuristiques s’explique par leur capacité à fournir des solutions proches de l’optimum, dans des temps raisonnables. Cet ouvrage se consacre, dans un premier temps, aux métaheuristiques appliquées aux problèmes d’ordonnancement multicritère, qui sont des cas particuliers des problèmes d’optimisation combinatoire multicritère, généralement NP-difficiles. Puis, il s’intéresse aux préoccupations d’ordonnancement dans le secteur du transport qui suscitent également de multiples problèmes d’optimisation. Deux grands domaines d’application se distinguent, celui des systèmes de transport et celui des ressources de transport intervenant dans un atelier.

Metaheuristics for Hard Optimization

Author : Johann Dréo
Publisher : Springer Science & Business Media
ISBN 13 : 3540309667
Total Pages : 373 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Metaheuristics for Hard Optimization by : Johann Dréo

Download or read book Metaheuristics for Hard Optimization written by Johann Dréo and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Contains case studies from engineering and operations research Includes commented literature for each chapter

Annales de L'I.H.P.

Author :
Publisher :
ISBN 13 :
Total Pages : 798 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Annales de L'I.H.P. by :

Download or read book Annales de L'I.H.P. written by and published by . This book was released on 2001 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Production Scheduling

Author : Pierre Lopez
Publisher : John Wiley & Sons
ISBN 13 : 1118624025
Total Pages : 284 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Production Scheduling by : Pierre Lopez

Download or read book Production Scheduling written by Pierre Lopez and published by John Wiley & Sons. This book was released on 2013-03-01 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The performance of an company depends both on its technological expertise and its managerial and organizational effectiveness. Production management is an important part of the process for manufacturing firms. The organization of production relies in general on the implementation of a certain number of basic functions, among which the scheduling function plays an essential role. This title presents recently developed methods for resolving scheduling issues. The basic concepts and the methods of production scheduling are introduced and advanced techniques are discussed, providing readers with a comprehensive and accessible guide to employing this process.

Modeling and Optimization of Air Traffic

Author : Daniel Delahaye
Publisher : John Wiley & Sons
ISBN 13 : 1118743717
Total Pages : 191 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Modeling and Optimization of Air Traffic by : Daniel Delahaye

Download or read book Modeling and Optimization of Air Traffic written by Daniel Delahaye and published by John Wiley & Sons. This book was released on 2013-07-01 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book combines the research activities of the authors, both of whom are researchers at Ecole Nationale de l’Aviation Civile (French National School of Civil Aviation), and presents their findings from the last 15 years. Their work uses air transport as its focal point, within the realm of mathematical optimization, looking at real life problems and theoretical models in tandem, and the challenges that accompany studying both approaches. The authors’ research is linked with the attempt to reduce air space congestion in Western Europe, USA and, increasingly, Asia. They do this through studying stochastic optimization (particularly artificial evolution), the sectorization of airspace, route distribution and takeoff slots, and by modeling airspace congestion. Finally, the authors discuss their short, medium and long term research goals. They hope that their work, although related to air transport, will be applied to other fields, such is the transferable nature of mathematical optimization. At the same time, they intend to use other areas of research, such as approximation and statistics to complement their continued inquiry in their own field. Contents 1. Introduction. Part 1. Optimization and Artificial Evolution 2. Optimization: State of the Art. 3. Genetic Algorithms and Improvements. 4. A new concept for Genetic Algorithms based on Order Statistics. Part 2. Applications to Air Traffic Control 5. Air Traffic Control. 6. Contributions to Airspace Sectorization. 7. Contribution to Traffic Assignment. 8. Airspace Congestion Metrics. 9. Conclusion and Future Perspectives. About the Authors Daniel Delahaye works for Ecole Nationale de l’Aviation Civile (French National School of Civil Aviation) in France. Stéphane Puechmorel works for Ecole Nationale de l’Aviation Civile (French National School of Civil Aviation) in France.