Does over-fitting affect performance in estimation of distribution algorithms

GECCO 2006 - Genetic and Evolutionary Computation Conference

Volumn 1, Issue , 2006, Pages 433-434

  Wu, Hao ^a   Shapiro, Jonathan L ^a  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

Author keywords

Bayesian Optimization Algorithm; Estimation of Distribulion Algorithms; Overfitting; Random 3 SAT

Indexed keywords

ENCODING (SYMBOLS); LEARNING SYSTEMS; MATHEMATICAL MODELS; PROBLEM SOLVING; SAMPLING;

BAYESIAN OPTIMIZATION ALGORITHMS; ESTIMATION OF DISTRIBUTION ALGORITHMS (EDAS); RANDOM 3-SAT;

EVOLUTIONARY ALGORITHMS;

EID: 33750234378     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1143997.1144078     Document Type: Conference Paper

References (4)

1. Pedro Larranaga, Jose A. Lozano. Estimation of Distribution Algorithms. University of the Basque Country, Spain, 2002.
2. J. L Shapiro, Drift and scaling in estimation of distribution algorithms. Evolutionary Computation, 13(1), p99-123, 2005.
3. Tom M. Mitchell. Machine Learning. London; New York: WCB/McGraw-Hill, 1997.
4. Martin Pelikan. Bayesian Optimization Algorithm: From Single Level to Hierarchy. Ph.D. Thesis, University of Illinois at Urbana-Champaign, Urbana, Illinois, 2002.