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Working Conference on Stochastic Programming held in Gargnano
(Italy), September 15-21, 1983
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Learning and Intelligent Optimization - 16th International Conference, LION 16, Milos Island, Greece, June 5-10, 2022, Revised Selected Papers (Paperback, 1st ed. 2022)
Dimitris E. Simos, Varvara A. Rasskazova, Francesco Archetti, Ilias S. Kotsireas, Panos M. Pardalos
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R2,769
Discovery Miles 27 690
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Ships in 10 - 15 working days
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This book constitutes the refereed proceedings of the 16th
International Conference on Learning and Intelligent Optimization,
LION 16, which took place in Milos Island, Greece, in June 2022.
The 36 full papers and 3 short papers presented in this volume were
carefully reviewed and selected from 60 submissions. LION deals
with automatic solver configuration, parallel methods, intelligent
optimization, nature-inspired algorithms, hard combinatorial
optimization problems, DC learning, computational intelligence, and
others. The contributions were organized in topical sections as
follows: Invited Papers; Contributed Papers.
This volume brings together the main results in the field of
Bayesian Optimization (BO), focusing on the last ten years and
showing how, on the basic framework, new methods have been
specialized to solve emerging problems from machine learning,
artificial intelligence, and system optimization. It also analyzes
the software resources available for BO and a few selected
application areas. Some areas for which new results are shown
include constrained optimization, safe optimization, and applied
mathematics, specifically BO's use in solving difficult nonlinear
mixed integer problems. The book will help bring readers to a full
understanding of the basic Bayesian Optimization framework and gain
an appreciation of its potential for emerging application areas. It
will be of particular interest to the data science, computer
science, optimization, and engineering communities.
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