Learning and Intelligent Optimization

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  • Learning and Intelligent Optimization Book Detail

  • Author : Ilias S. Kotsireas
  • Release Date : 2020-07-18
  • Publisher : Springer
  • Genre : Mathematics
  • Pages : 430
  • ISBN 13 : 9783030535513
  • File Size : 32,32 MB

Learning and Intelligent Optimization by Ilias S. Kotsireas PDF Summary

Book Description: 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.

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Learning and Intelligent Optimization

Learning and Intelligent Optimization

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This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. The 37 fu

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Learning and Intelligent Optimization

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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 fo