Parallel problem solving from sature -- PPSN XVI : 16th International Conference, PPSN 2020, Leiden, the Netherlands, September 5-9, 2020, Proceedings. Part I
- Responsibility
- Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann (eds.).
- Digital
- text file
- Publication
- Cham : Springer, 2020.
- Physical description
- 1 online resource (753 pages)
- Series
- Lecture notes in computer science ; 12269.
- LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Online
Available online
More options
Description
Creators/Contributors
Contents/Summary
- Contents
-
- 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.
- Summary
- 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.
Subjects
- Subjects
- Parallel processing (Electronic computers) > Congresses.
- Evolutionary computation > Congresses.
- Artificial intelligence.
- Computer science > Mathematics.
- Artificial Intelligence
- Parallélisme (Informatique) > Congrès.
- Réseaux neuronaux à structure évolutive > Congrès.
- Intelligence artificielle.
- Informatique > Mathématiques.
- artificial intelligence.
- Mathematical theory of computation.
- Discrete mathematics.
- Maths for computer scientists.
- Computer networking & communications.
- Computer science.
- Computers > Intelligence (AI) & Semantics.
- Computers > Data Processing.
- Computers > Mathematical & Statistical Software.
- Computers > Online Services > General.
- Computers > Computer Science.
- Evolutionary computation.
- Parallel processing (Electronic computers)
Bibliographic information
- Publication date
- 2020
- Title variation
- PPSN 2020
- Series
- Lecture Notes in Computer Science ; 12269
- LNCS sublibrary: SL 1, Theoretical computer science and general issues
- Note
- International conference proceedings.
- Includes author index.
- ISBN
- 9783030581121 (electronic bk.)
- 3030581128 (electronic bk.)
- 9783030581114
- 303058111X
- DOI
- 10.1007/978-3-030-58112-1
