-
3
-
-
4344617090
-
Don't evaluate, inherit
-
Sastry, K., Goldberg, D.E., Pelikan, M.: Don't evaluate, inherit. In: Genetic and Evolutionary Computation Conf (GECCO 2001), pp. 551-558 (2001)
-
(2001)
Genetic and Evolutionary Computation Conf (GECCO
, pp. 551-558
-
-
Sastry, K.1
Goldberg, D.E.2
Pelikan, M.3
-
5
-
-
33750273864
-
Sub-structural neighborhoods for local search in the Bayesian optimization algorithm
-
Lima, CF., Pelikan, M., Sastry, K., Butz, M.V., Goldberg, D.E., Lobo, F.G.: Sub-structural neighborhoods for local search in the Bayesian optimization algorithm. Parallel Problem Solving from Nature, 232-241 (2006)
-
(2006)
Parallel Problem Solving from Nature
, pp. 232-241
-
-
Lima, C.F.1
Pelikan, M.2
Sastry, K.3
Butz, M.V.4
Goldberg, D.E.5
Lobo, F.G.6
-
6
-
-
33750254293
-
Sporadic model building for efficiency enhancement of hierarchical BOA
-
Pelikan, M., Sastry, K., Goldberg, D.E.: Sporadic model building for efficiency enhancement of hierarchical BOA. In: Genetic and Evolutionary Computation Conf (GECCO 2006), pp. 405-412 (2006)
-
(2006)
Genetic and Evolutionary Computation Conf (GECCO
, pp. 405-412
-
-
Pelikan, M.1
Sastry, K.2
Goldberg, D.E.3
-
7
-
-
33846270316
-
Efficiency enhancement of estimation of distribution algorithms
-
Pelikan, M, Sastry, K, Cantú-Paz, E, eds, Springer, Heidelberg
-
Sastry, K., Pelikan, M., Goldberg, D.E.: Efficiency enhancement of estimation of distribution algorithms. In: Pelikan, M., Sastry, K., Cantú-Paz, E. (eds.) Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, pp. 161-185. Springer, Heidelberg (2006)
-
(2006)
Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications
, pp. 161-185
-
-
Sastry, K.1
Pelikan, M.2
Goldberg, D.E.3
-
8
-
-
0003984832
-
Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning
-
Tech. Rep. No. CMUCS-94-163, Carnegie Mellon University, Pittsburgh, PA
-
Baluja, S.: Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning. Tech. Rep. No. CMUCS-94-163, Carnegie Mellon University, Pittsburgh, PA (1994)
-
(1994)
-
-
Baluja, S.1
-
9
-
-
84958959530
-
From recombination of genes to the estimation of distributions 1. Binary parameters
-
Mühlenbein, H., Paaß, G.: From recombination of genes to the estimation of distributions 1. Binary parameters. Parallel Problem Solving from Nature, 178-187 (1996)
-
(1996)
Parallel Problem Solving from Nature
, pp. 178-187
-
-
Mühlenbein, H.1
Paaß, G.2
-
10
-
-
0041481252
-
-
Larranaga, P, Lozano, J.A, eds, Springer, Heidelberg
-
Larranaga, P., Lozano, J.A. (eds.): Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation. Springer, Heidelberg (2001)
-
(2001)
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
-
-
-
11
-
-
56549116954
-
-
A problem-knowledge based evolutionary algorithm KBOA for hypergraph partitioning, Personal communication 2000
-
Schwarz, J., Ocenasek, J.: A problem-knowledge based evolutionary algorithm KBOA for hypergraph partitioning, Personal communication (2000)
-
-
-
Schwarz, J.1
Ocenasek, J.2
-
12
-
-
0036859017
-
Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning
-
Mühlenbein, H., Mahnig, T.: Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning. International Journal on Approximate Reasoning 31(3), 157-192 (2002)
-
(2002)
International Journal on Approximate Reasoning
, vol.31
, Issue.3
, pp. 157-192
-
-
Mühlenbein, H.1
Mahnig, T.2
-
13
-
-
34548089107
-
Incorporating a priori knowledge in probabilistic-model based optimization
-
Pelikan, M, Sastry, K, Cantú-Paz, E, eds, Springer, Heidelberg
-
Baluja, S.: Incorporating a priori knowledge in probabilistic-model based optimization. In: Pelikan, M., Sastry, K., Cantú-Paz, E. (eds.) Scalable optimization via probabilistic modeling: From algorithms to applications, pp. 205-219. Springer, Heidelberg (2006)
-
(2006)
Scalable optimization via probabilistic modeling: From algorithms to applications
, pp. 205-219
-
-
Baluja, S.1
-
14
-
-
38049092589
-
-
Santana, R., Larrañaga, P., Lozano, J.A.: The role of a priori information in the minimization of contact potentials by means of estimation of distribution algorithms. In: Marchiori, E., Moore, J.H., Rajapakse, J.C. (eds.) EvoBIO 2007. LNCS, 4447, pp. 247-257. Springer, Heidelberg (2007)
-
Santana, R., Larrañaga, P., Lozano, J.A.: The role of a priori information in the minimization of contact potentials by means of estimation of distribution algorithms. In: Marchiori, E., Moore, J.H., Rajapakse, J.C. (eds.) EvoBIO 2007. LNCS, vol. 4447, pp. 247-257. Springer, Heidelberg (2007)
-
-
-
-
15
-
-
34548107081
-
Analyzing probabilistic models in hierarchical boa on traps and spin glasses
-
Hauschild, M., Pelikan, M., Sastry, K., Goldberg, D.E.: Analyzing probabilistic models in hierarchical boa on traps and spin glasses. In: Genetic and Evolutionary Computation Conference (GECCO 2008), vol. I, pp. 523-530 (2008)
-
(2008)
Genetic and Evolutionary Computation Conference (GECCO
, vol.1
, pp. 523-530
-
-
Hauschild, M.1
Pelikan, M.2
Sastry, K.3
Goldberg, D.E.4
-
16
-
-
0041481252
-
-
Larrañaga, P, Lozano, J.A, eds, Kluwer, Boston
-
Larrañaga, P., Lozano, J.A. (eds.): Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation. Kluwer, Boston (2002)
-
(2002)
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation
-
-
-
17
-
-
0036180213
-
A survey of optimization by building and using probabilistic models
-
Pelikan, M., Goldberg, D.E., Lobo, F.: A survey of optimization by building and using probabilistic models. Computational Optimization and Applications 21(1), 5-20 (2002)
-
(2002)
Computational Optimization and Applications
, vol.21
, Issue.1
, pp. 5-20
-
-
Pelikan, M.1
Goldberg, D.E.2
Lobo, F.3
-
18
-
-
0003055345
-
Finding multimodal solutions using restricted tournament selection
-
Harik, G.R.: Finding multimodal solutions using restricted tournament selection. In: International Conference on Genetic Algorithms (ICGA 1995), pp. 24-31 (1995)
-
(1995)
International Conference on Genetic Algorithms (ICGA
, pp. 24-31
-
-
Harik, G.R.1
-
19
-
-
0000086731
-
Influence diagrams
-
Howard, R.A, Matheson, J.E, eds, Strategic Decisions Group, Menlo Park
-
Howard, R.A., Matheson, J.E.: Influence diagrams. In: Howard, R.A., Matheson, J.E. (eds.) Readings on the principles and applications of decision analysis, vol. II, pp. 721-762. Strategic Decisions Group, Menlo Park (1981)
-
(1981)
Readings on the principles and applications of decision analysis
, vol.2
, pp. 721-762
-
-
Howard, R.A.1
Matheson, J.E.2
-
21
-
-
0011843617
-
A Bayesian approach to learning Bayesian networks with local structure
-
Technical Report MSR-TR-97-07, Microsoft Research, Redmond, WA
-
Chickering, D.M., Heckerman, D., Meek, C: A Bayesian approach to learning Bayesian networks with local structure. Technical Report MSR-TR-97-07, Microsoft Research, Redmond, WA (1997)
-
(1997)
-
-
Chickering, D.M.1
Heckerman, D.2
Meek, C.3
-
22
-
-
0000220520
-
Learning Bayesian networks with local structure
-
Jordan, M.I, ed, MIT Press, Cambridge
-
Friedman, N., Goldszmidt, M.: Learning Bayesian networks with local structure. In: Jordan, M.I. (ed.) Graphical models, pp. 421-459. MIT Press, Cambridge (1999)
-
(1999)
Graphical models
, pp. 421-459
-
-
Friedman, N.1
Goldszmidt, M.2
-
23
-
-
34548075022
-
Hybrid evolutionary algorithms on minimum vertex cover for random graphs
-
Pelikan, M., Kalapala, R., Hartmann, A.K.: Hybrid evolutionary algorithms on minimum vertex cover for random graphs. In: Genetic and Evolutionary Computation Conference (GECCO 2007), pp. 547-554 (2007)
-
(2007)
Genetic and Evolutionary Computation Conference (GECCO
, pp. 547-554
-
-
Pelikan, M.1
Kalapala, R.2
Hartmann, A.K.3
-
24
-
-
34548107081
-
Analyzing probabilistic models in hierarchical boa on traps and spin glasses
-
Hauschild, M., Pelikan, M., Lima, C., Sastry, K.: Analyzing probabilistic models in hierarchical boa on traps and spin glasses. In: Genetic and Evolutionary Computation Conference (GECCO 2007), vol. I, pp. 523-530 (2007)
-
(2007)
Genetic and Evolutionary Computation Conference (GECCO
, vol.1
, pp. 523-530
-
-
Hauschild, M.1
Pelikan, M.2
Lima, C.3
Sastry, K.4
-
26
-
-
33750274443
-
Performance of evolutionary algorithms on random decomposable problems
-
Pelikan, M., Sastry, K., Butz, M.V., Goldberg, D.E.: Performance of evolutionary algorithms on random decomposable problems. Parallel Problem Solving from Nature (PPSN IX), 788-797 (2006)
-
(2006)
Parallel Problem Solving from Nature (PPSN IX)
, pp. 788-797
-
-
Pelikan, M.1
Sastry, K.2
Butz, M.V.3
Goldberg, D.E.4
-
27
-
-
34548095932
-
Empirical analysis of ideal recombination on random decomposable problems
-
Sastry, K., Pelikan, M., Goldberg, D.E.: Empirical analysis of ideal recombination on random decomposable problems. In: Genetic and Evolutionary Computation Conference (GECCO 2007), pp. 1388-1395 (2007)
-
(2007)
Genetic and Evolutionary Computation Conference (GECCO
, pp. 1388-1395
-
-
Sastry, K.1
Pelikan, M.2
Goldberg, D.E.3
-
28
-
-
33750271127
-
Hierarchical BOA on random decomposable problems
-
No. 2006001, Missouri Estimation of Distribution Algorithms Laboratory, Univ. of Missouri-St. Louis
-
Pelikan, M., Sastry, K., Butz, M.V., Goldberg, D.E.: Hierarchical BOA on random decomposable problems. MEDAL Report No. 2006001, Missouri Estimation of Distribution Algorithms Laboratory, Univ. of Missouri-St. Louis (2006)
-
(2006)
MEDAL Report
-
-
Pelikan, M.1
Sastry, K.2
Butz, M.V.3
Goldberg, D.E.4
-
29
-
-
0003037529
-
Reducibility among combinatorial problems
-
Miller, R.E, Thatcher, J.W, eds, Plenum Press
-
Karp, R.M.: Reducibility among combinatorial problems. In: Miller, R.E., Thatcher, J.W. (eds.) Complexity of Computer Computations, pp. 85-103. Plenum Press (1972)
-
(1972)
Complexity of Computer Computations
, pp. 85-103
-
-
Karp, R.M.1
-
30
-
-
11944253901
-
-
Cambridge University Press, Cambridge
-
Bollobas, B.: Random Graphs. Cambridge University Press, Cambridge (2001)
-
(2001)
Random Graphs
-
-
Bollobas, B.1
-
31
-
-
0035334408
-
Minimal vertex covers on finite-connectivity random graphs - a, hard-sphere lattice-gas picture
-
Weigt, M., Hartmann, A.K.: Minimal vertex covers on finite-connectivity random graphs - a, hard-sphere lattice-gas picture. Physical Review E 63, 056127 (2001)
-
(2001)
Physical Review E
, vol.63
, pp. 056127
-
-
Weigt, M.1
Hartmann, A.K.2
-
32
-
-
4344572502
-
-
Master's thesis, University of Illinois at Urbana-Champaign, Department of General Engineering, Urbana, IL
-
Sastry, K.: Evaluation-relaxation schemes for genetic and evolutionary algorithms. Master's thesis, University of Illinois at Urbana-Champaign, Department of General Engineering, Urbana, IL (2001)
-
(2001)
Evaluation-relaxation schemes for genetic and evolutionary algorithms
-
-
Sastry, K.1
-
33
-
-
0036856568
-
Scalability of the Bayesian optimization algorithm
-
Pelikan, M., Sastry, K., Goldberg, D.E.: Scalability of the Bayesian optimization algorithm. International Journal of Approximate Reasoning 31(3), 221-258 (2002)
-
(2002)
International Journal of Approximate Reasoning
, vol.31
, Issue.3
, pp. 221-258
-
-
Pelikan, M.1
Sastry, K.2
Goldberg, D.E.3
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