MEDAL Report No. 2006001 March 2006 The hierarchical Bayesian optimization...  Home/Search
Context
Related
| umsl.edu/files/2006001.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: umsl.edu/public...ons.php?type=tr (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: This paper describes a class of random additively decomposable problems with and without interactions between the subproblems and tests hBOA on a large number of random instances of the proposed class of problems. The performance of hBOA is compared to that of the simple genetic algorithm with standard crossover and mutation operators, the univariate marginal distribution algorithm, and the hill climbing with bitflip mutation. The results confirm that hBOA achieves quadratic or subquadratic... (Update)
Active bibliography (related documents): More All
0.6: Substructural Neighborhoods for Local Search in the.. - Fernando Lobo Medal (Correct)
0.5: Protein Folding, Spin Glass and Computational Complexity - Fraenkel (1997) (Correct)
0.4: Order or Not: Does Parallelization of Model Building in.. - Pelikan, Laury, Jr. (2006) (Correct)
Similar documents based on text:
0.0: Unknown - (Correct)
BibTeX entry: (Update)
@misc{ no-martin,
author = "Medal Report No",
title = "Martin Pelikan, Kumara Sastry, Martin V. Butz, and David E. Goldberg",
url = "citeseer.ist.psu.edu/761643.html" }
Citations (may not include all citations):2138 Genetic algorithms in search (context) - Goldberg - 1989
1931 Adaptation in natural and artificial systems (context) - Holland - 1975
329 Where the really hard problems are - Cheeseman, Kanefsky et al. - 1991
63 The gambler's ruin problem (context) - Harik, Cantu-Paz et al. - 1999
63 A survey of optimization by building and using probabilistic.. - Pelikan, Goldberg et al. - 2002
57 How genetic algorithms really work (context) - Muhlenbein - 1992
51 Linkage learning via probabilistic modeling in the ECGA - Harik - 1999
41 From recombination of genes to the estimation of distributio.. - Muhlenbein, Paa - 1996
32 A Bayesian approach to learning Bayesian networks with local.. - Chickering, Heckerman et al. - 1997
24 An empirical study of bit vector function optimization (context) - Ackley - 1987
22 Finding multimodal solutions using restricted tournament sel.. - Harik - 1995
19 The design of innovation: Lessons from and for competent gen.. (context) - Goldberg - 2002
19 Estimation of Distribution Algorithms: A New Tool for Evolut.. (context) - Larranaga, Lozano - 2002
15 Morphing: Combining structure and randomness - Gent, Hoos et al. - 1999
14 of Illinois at Urbana-Champaign, Illinois Genetic Algorithms.. (context) - Deb, Goldberg et al. - 1991
11 Escaping hierarchical traps with competent genetic algorithm.. - Pelikan, Goldberg
9 Katholieke Universiteit Leuven (context) - Thierens, design et al. - 1995
7 The Euclidean travelling salesman problem is NP-complete (context) - Papadimitriou - 1977
6 Hierarchical Bayesian optimization algorithm: Toward a new g.. - Pelikan - 2005
3 Scalability of the Bayesian optimization algorithm (context) - Pelikan, Sastry et al. - 2002
2 Morphology of ground states of a two dimensional frustration.. (context) - Barahona, Maynard et al. - 1982
1 and the temporalsalience structure of problems (context) - Thierens, Goldberg et al. - 1998
1 A hierarchy machine: Learning to optimize from nature and hu.. (context) - Pelikan, Goldberg - 2003
1 Optimization of a constrained feed network for an antenna ar.. (context) - Santarelli, Goldberg et al. - 2004
Documents on the same site (http://medal.cs.umsl.edu/publications.php?type=tr): More
Analysis of Ideal Recombination on Random Decomposable Problems - Kumara Sastry Martin (Correct)
Order or Not: Does Parallelization of Model Building in.. - Pelikan, Laury, Jr. (2006) (Correct)
Population Sizing for Entropy-based Model Building in.. - Tian-Li Yu Kumara (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC