Conference paper
Theory of estimation-of-distribution algorithms
Summary Runtime analysis for simple univariate EDAs Identified similarities to and differences from simple EAs Genetic drift a major obstacle Sensitive to parameters (phase transitions) Robust to noise Significance-based EDAs as novel theory-driven approach Future work Combinatorial problems Multivariate EDAs Classification of problems w. r. t. appropriateness for EAs/EDAs.
Language: | English |
---|---|
Publisher: | Association for Computing Machinery |
Year: | 2018 |
Pages: | 1170-1197 |
Proceedings: | 2018 Genetic and Evolutionary Computation Conference |
ISBN: | 1450357644 and 9781450357647 |
Types: | Conference paper |
DOI: | 10.1145/3205651.3207890 |
ORCIDs: | Witt, Carsten |