Book Details


Parallel Problem Solving from Nature – PPSN XVI : 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II

Publication year: 2020

ISBN: 978-3-030-58115-2

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This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.

Subject: computer science, genetic alogrithms, evolutionary algorithms, multi- and many objective optimization, bayesian- and surrogate-assisted optimization, combinatorial optimization, genetic programming, landscape analysis, benchmarking, performance measures, automated algorithm selection, reinforcement learning, real-world applications, adaptive algorithms, artificial intelligence, computer networks, correlation analysis, engineering, evolutionary algorithms, machine learning, mathematics