Learning and Intelligent Optimization

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Release : 2020-07-18
Genre : Mathematics
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Book Rating : 513/5 ( reviews)

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 Ilias S. Kotsireas. This book was released on 2020-07-18. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. The 37 full papers presented together with one invited paper have been carefully reviewed and selected from 75 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components. Due to the COVID-19 pandemic, LION 14 was not held as a physical meeting.

Learning and Intelligent Optimization

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Release : 2018-12-31
Genre : Computers
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Book Rating : 482/5 ( reviews)

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 2018-12-31. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Learning and Intelligent Optimization, LION 12, held in Kalamata, Greece, in June 2018. The 28 full papers and 12 short papers presented have been carefully reviewed and selected from 62 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

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Release : 2012-10-01
Genre : Computers
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Book Rating : 135/5 ( reviews)

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 Youssef Hamadi. This book was released on 2012-10-01. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Learning and Intelligent Optimization, LION 6, held in Paris, France, in January 2012. The 23 long and 30 short revised papers were carefully reviewed and selected from a total of 99 submissions. The papers focus on the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. In addition to the paper contributions the conference also included 3 invited speakers, who presented forefront research results and frontiers, and 3 tutorial talks, which were crucial in bringing together the different components of LION community.

Learning and Intelligent Optimization

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Release : 2023-11-25
Genre : Mathematics
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Book Rating : 058/5 ( reviews)

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 Meinolf Sellmann. This book was released on 2023-11-25. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. This book constitutes the refereed proceedings of the 17th International Conference on Learning and Intelligent Optimization, LION-17, held in Nice, France, during June 4–8, 2023. The 40 full papers presented have been carefully reviewed and selected from 83 submissions. They focus on all aspects of unleashing the potential of integrating machine learning and optimization approaches, including automatic heuristic selection, intelligent restart strategies, predict-then-optimize, Bayesian optimization, and learning to optimize.

Learning and Intelligent Optimization

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Release : 2010-07-07
Genre : Computers
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Book Rating : 997/5 ( reviews)

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 Christian Blum. This book was released on 2010-07-07. Learning and Intelligent Optimization available in PDF, EPUB and Kindle. The LNCS series reports state-of-the-art results in computer science research, development, and education, at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community, with numerous individuals, as well as with prestigious organizations and societies, LNCS has grown into the most comprehensive computer science research forum available. The scope of LNCS, including its subseries LNAI and LNBI, spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. In parallel to the printed book, each new volume is published electronically in LNCS Online.