03619nam 2200601 a 450 991043805960332120200520144314.03-319-01128-610.1007/978-3-319-01128-8(OCoLC)810328253(MiFhGG)GVRL6YDK(CKB)2560000000104720(MiAaPQ)EBC1317373(EXLCZ)99256000000010472020130702d2013 uy 0engurun|---uuuuatxtccrEVOLVE - a bridge between probability, set oriented numerics, and evolutionary computation IV international conference held at Leiden University, July 10-13, 2013 /Michael Emmerich ... [et al.]1st ed. 2013.Cham, Germany Springerc20131 online resource (xiii, 324 pages) illustrations (some color)Advances in Intelligent Systems and Computing ;Volume 227"ISSN: 2194-5357."3-319-01127-8 Includes bibliographical references at the end of each chapters and index.Machine Learning and Probabilistic Models -- Complex Networks and Evolutionary Computation -- Diversity Oriented Optimization -- Set-oriented Numerics and Evolutionary Multiobjective Optimization -- Genetic Programming -- Robust Optimization.Numerical and computational methods are nowadays used in a wide range of contexts in complex systems research, biology, physics, and engineering.  Over the last decades different methodological schools have emerged with emphasis on different aspects of computation, such as nature-inspired algorithms, set oriented numerics, probabilistic systems and Monte Carlo methods. Due to the use of different terminologies and emphasis on different aspects of algorithmic performance there is a strong need for a more integrated view and opportunities for cross-fertilization across particular disciplines. These proceedings feature 20 original publications from distinguished authors in the cross-section of computational sciences, such as machine learning algorithms and probabilistic models, complex networks and fitness landscape analysis, set oriented numerics and cell mapping, evolutionary multiobjective optimization, diversity-oriented search, and the foundations of genetic programming algorithms. By presenting cutting edge results with a strong focus on foundations and integration aspects this work presents a stepping stone towards efficient, reliable, and well-analyzed methods for complex systems management and analysis.Advances in intelligent systems and computing ;227.Evolutionary computationCongressesCombinatorial optimizationCongressesEngineeringArtificial intelligenceComputational intelligenceEvolutionary computationCombinatorial optimizationEngineering.Artificial intelligence.Computational intelligence.005.432Emmerich Michael1151656New Word Order.Institut national de recherche en informatique et en automatique (France)Centro de Investigacion y de Estudios Avanzados del I.P.N.MiAaPQMiAaPQMiAaPQBOOK9910438059603321EVOLVE - a bridge between probability, set oriented numerics, and evolutionary computation IV4188439UNINA