| 书目名称 | EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV | | 副标题 | International Confer | | 编辑 | Michael Emmerich,Andre Deutz,Carlos A. Coello | | 视频video | | | 概述 | Latest research on Probability, Set Oriented Numerics, and Evolutionary Computation.Results of EVOLVE 2013 conference held July 11-13 2013 at Leiden, the Netherlands.Written by experts in the field | | 丛书名称 | Advances in Intelligent Systems and Computing | | 图书封面 |  | | 描述 | .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 sy | | 出版日期 | Conference proceedings 2013 | | 关键词 | EVOLVE 2013; Evolutionary Computation; Intelligent Computing; Probability; Set Oriented Numerics | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-01128-8 | | isbn_softcover | 978-3-319-01127-1 | | isbn_ebook | 978-3-319-01128-8Series ISSN 2194-5357 Series E-ISSN 2194-5365 | | issn_series | 2194-5357 | | copyright | Springer International Publishing Switzerland 2013 |
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发表于 2025-3-21 19:55:59
