Learning and Intelligent Optimization : 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers / edited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas.

Format:

Book

Contributor:

Pardalos, Panos M., editor.

Kotsireas, Ilias S., editor.

Simos, Dimitris E., editor.

Series:

Theoretical Computer Science and General Issues, 2512-2029 ; 12931

Language:

English

Subjects (All):

Mathematics--Data processing.

Mathematics.

Computer engineering.

Computer networks.

Algorithms.

Computational Mathematics and Numerical Analysis.

Computer Engineering and Networks.

Local Subjects:

Computational Mathematics and Numerical Analysis.

Computer Engineering and Networks.

Algorithms.

Physical Description:

1 online resource (423 pages)

Edition:

1st ed. 2021.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

Summary:

This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021. The 30 full papers presented have been carefully reviewed and selected from 35 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.

Other Format:

Print version: Simos, Dimitris E. Learning and Intelligent Optimization

ISBN:

3-030-92121-2