Reactive Search and Intelligent Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Reactive Search and Intelligent Optimization write by Roberto Battiti. This book was released on 2008-12-16. Reactive Search and Intelligent Optimization available in PDF, EPUB and Kindle. 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.
Learning and Intelligent Optimization
Learning and Intelligent Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning and Intelligent Optimization write by Vittorio Maniezzo. This book was released on 2008-12-18. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the thoroughly refereed post-conference proceedings of the Second International Conference on Learning and Intelligent Optimization, LION 2007 II, held in Trento, Italy, in December 2007. The 18 revised full papers were carefully reviewed and selected from 48 submissions for inclusion in the book. The papers cover current issues of machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems and are organized in topical sections on improving optimization through learning, variable neighborhood search, insect colony optimization, applications, new paradigms, cliques, stochastic optimization, combinatorial optimization, fitness and landscapes, and particle swarm optimization.
Learning and Intelligent Optimization
Learning and Intelligent Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning and Intelligent Optimization write by Roberto Battiti. This book was released on 2017-10-25. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Conference on Learning and Intelligent Optimization, LION 11, held in Nizhny,Novgorod, Russia, in June 2017. The 20 full papers (among these one GENOPT paper) and 15 short papers presented have been carefully reviewed and selected from 73 submissions. The papers explore the advanced research developments in such interconnected fields as mathematical programming, global optimization, machine learning, and artificial intelligence. Special focus is given to advanced ideas, technologies, methods, and applications in optimization and machine learning.
Learning and Intelligent Optimization
Learning and Intelligent Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning and Intelligent Optimization write by Carlos A. Coello-Coello. This book was released on 2011-11-15. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Conference on Learning and Intelligent Optimization, LION 5, held in Rome, Italy, in January 2011. The 32 revised regular and 3 revised short papers were carefully reviewed and selected from a total of 99 submissions. In addition to the contributions to the general track there are 11 full papers and 3 short papers presented at the following four special sessions; IMON: Intelligent Multiobjective OptimizatioN, LION-PP: Performance Prediction Self* EAs: Self-tuning, self-configuring and self-generating evolutionary algorithms LION-SWAP: Software and Applications.
Learning and Intelligent Optimization
Learning and Intelligent Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Learning and Intelligent Optimization write by Panos M. Pardalos. This book was released on 2014-07-31. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Learning and Optimization, LION 8, which was held in Gainesville, FL, USA, in February 2014. The 33 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as algorithm configuration; multiobjective optimization; metaheuristics; graphs and networks; logistics and transportation; and biomedical applications.
