-
1
-
-
0036568025
-
Finite-time analysis of the multi-armed bandit problem
-
Auer, P., Cesa-Bianchi, N., Fischer, P.: Finite-time analysis of the multi-armed bandit problem. Mach. Learn. 47(2-3), 235-256 (2002).
-
(2002)
Mach. Learn.
, vol.47
, Issue.2-3
, pp. 235-256
-
-
Auer, P.1
Cesa-Bianchi, N.2
Fischer, P.3
-
3
-
-
27144540413
-
Sequential parameter optimization
-
McKay B. (ed.)
-
Bartz-Beielstein, T., Lasarczyk, C., Preuss, M.: Sequential parameter optimization. In: McKay, B. (ed.) Proc. Congress on Evolutionary Computation, pp. 773-780. IEEE (2005).
-
(2005)
In: Proc. Congress on Evolutionary Computation
, pp. 773-780
-
-
Bartz-Beielstein, T.1
Lasarczyk, C.2
Preuss, M.3
-
4
-
-
14644421108
-
A racing algorithm for configuring metaheuristics
-
Langdon, W. B., et al. (eds.) Morgan Kaufmann
-
Birattari, M., Stützle, T., Paquete, L., Varrentrapp, K.: A racing algorithm for configuring metaheuristics. In: Langdon, W. B., et al. (eds.) Proc. Genetic and Evolutionary Computation Conference, pp. 11-18. Morgan Kaufmann (2002).
-
(2002)
Proc. Genetic and Evolutionary Computation Conference
, pp. 11-18
-
-
Birattari, M.1
Stützle, T.2
Paquete, L.3
Varrentrapp, K.4
-
5
-
-
35048854162
-
GUIDE: unifying evolutionary engines through a graphical user interface
-
Liardet, P., et al. (eds.) LNCS, Springer
-
Collet, P., Schoenauer, M.: GUIDE: unifying evolutionary engines through a graphical user interface. In: Liardet, P., et al. (eds.) Proc. Intl. Conference on Artificial Evolution. LNCS, vol. 2936, pp. 203-215. Springer (2003).
-
(2003)
In: Proc. Intl. Conference on Artificial Evolution
, vol.2936
, pp. 203-215
-
-
Collet, P.1
Schoenauer, M.2
-
7
-
-
57349115391
-
Adaptive operator selection with dynamic multi-armed bandits
-
Keijzer, M., et al. (eds.) ACM
-
Da Costa, L., Fialho, A., Schoenauer, M., Sebag, M.: Adaptive operator selection with dynamic multi-armed bandits. In: Keijzer, M., et al. (eds.) Proc. Genetic and Evolutionary Computation Conference, pp. 913-920. ACM (2008).
-
(2008)
In: Proc. Genetic and Evolutionary Computation Conference
, pp. 913-920
-
-
da Costa, L.1
Fialho, A.2
Schoenauer, M.3
Sebag, M.4
-
8
-
-
0002478891
-
Adapting operator probabilities in genetic algorithms
-
Schaffer, J. D. (ed.) Morgan Kaufmann
-
Davis, L.: Adapting operator probabilities in genetic algorithms. In: Schaffer, J. D. (ed.) Proc. Intl. Conference on Genetic Algorithms, pp. 61-69. Morgan Kaufmann (1989).
-
(1989)
In: Proc. Intl. Conference on Genetic Algorithms
, pp. 61-69
-
-
Davis, L.1
-
10
-
-
34147150773
-
Parameter setting in EAs: a 30 year perspective
-
Springer Lobo, F., Lima, C., Michalewicz, Z. (eds.)
-
DeJong, K.: Parameter setting in EAs: a 30 year perspective. In: Lobo, F., Lima, C., Michalewicz, Z. (eds.): Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence, vol. 54, pp. 1-18. Springer (2007).
-
(2007)
In: Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence
, vol.54
, pp. 1-18
-
-
deJong, K.1
-
11
-
-
0032626111
-
Parameter control in Evolutionary Algorithms
-
Eiben, A. E., Hinterding, R., Michalewicz, Z.: Parameter control in Evolutionary Algorithms. IEEE Trans. Evol. Comput. 3(2), 124-141 (1999).
-
(1999)
IEEE Trans. Evol. Comput.
, vol.3
, Issue.2
, pp. 124-141
-
-
Eiben, A.E.1
Hinterding, R.2
Michalewicz, Z.3
-
12
-
-
34147120314
-
Parameter control in evolutionary algorithms
-
Springer Lobo, F., Lima, C., Michalewicz, Z. (eds.)
-
Eiben, A. E., Michalewicz, Z., Schoenauer, M., Smith, J. E.: Parameter control in evolutionary algorithms. In: Lobo, F., Lima, C., Michalewicz, Z. (eds.): Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence, vol. 54, pp. 19-46. Springer (2007).
-
(2007)
In: Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence
, vol.54
, pp. 19-46
-
-
Eiben, A.E.1
Michalewicz, Z.2
Schoenauer, M.3
Smith, J.E.4
-
14
-
-
56449098210
-
Extreme value based adaptive operator selection
-
Rudolph, G., et al. (eds.) LNCS. Springer
-
Fialho, A., Da Costa, L., Schoenauer, M., Sebag, M.: Extreme value based adaptive operator selection. In: Rudolph, G., et al. (eds.) Proc. Intl. Conference on Parallel Solving from Nature. LNCS, vol. 5199, pp. 175-184. Springer (2008).
-
(2008)
Proc. Intl. Conference on Parallel Solving from Nature
, vol.5199
, pp. 175-184
-
-
Fialho, A.1
da Costa, L.2
Schoenauer, M.3
Sebag, M.4
-
15
-
-
72449167529
-
Dynamic multi-armed bandits and extreme value-based rewards for adaptive operator selection in evolutionary algorithms
-
In: Stützle, T. (ed.) LNCS, Springer
-
Fialho, A., Da Costa, L., Schoenauer, M., Sebag, M.: Dynamic multi-armed bandits and extreme value-based rewards for adaptive operator selection in evolutionary algorithms. In: Stützle, T. (ed.) Proc. 3rd Intl. Conference on Learning and Intelligent Optimization. LNCS, vol. 5851, pp. 176-190. Springer (2009).
-
(2009)
Proc. 3rd Intl. Conference on Learning and Intelligent Optimization
, vol.5851
, pp. 176-190
-
-
Fialho, A.1
da Costa, L.2
Schoenauer, M.3
Sebag, M.4
-
16
-
-
72749127085
-
Analysis of adaptive operator selection techniques on the royal road and long k-path problems
-
In: Raidl, G., et al. (eds.) ACM
-
Fialho, A., Schoenauer, M., Sebag, M.: Analysis of adaptive operator selection techniques on the royal road and long k-path problems. In: Raidl, G., et al. (eds.) Proc. Genetic and Evolutionary Computation Conference, pp. 779-786. ACM (2009).
-
(2009)
Proc. Genetic and Evolutionary Computation Conference
, pp. 779-786
-
-
Fialho, A.1
Schoenauer, M.2
Sebag, M.3
-
19
-
-
0039818187
-
Probability matching, the magnitude of reinforcement, and classifier system bidding
-
Goldberg, D.: Probability matching, the magnitude of reinforcement, and classifier system bidding. Mach. Learn. 5(4), 407-426 (1990).
-
(1990)
Mach. Learn.
, vol.5
, Issue.4
, pp. 407-426
-
-
Goldberg, D.1
-
20
-
-
85032131319
-
Punctuated equilibria: the tempo and mode of evolution reconsidered
-
Gould, S., Eldredge, N.: Punctuated equilibria: the tempo and mode of evolution reconsidered. Paleobiology 3(2), 115-151 (1977).
-
(1977)
Paleobiology
, vol.3
, Issue.2
, pp. 115-151
-
-
Gould, S.1
Eldredge, N.2
-
21
-
-
84954200846
-
Change point detection and meta-bandits for online learning in dynamic environments
-
Hartland, C., Baskiotis, N., Gelly, S., Teytaud, O., Sebag, M.: Change point detection and meta-bandits for online learning in dynamic environments. In: Proc. Conférence Francophone sur l'Apprentissage Automatique (2007).
-
(2007)
Proc. Conférence Francophone sur l'Apprentissage Automatique
-
-
Hartland, C.1
Baskiotis, N.2
Gelly, S.3
Teytaud, O.4
Sebag, M.5
-
22
-
-
70449882757
-
Multi-armed bandit, dynamic environments and meta-bandits
-
Hartland, C., Gelly, S., Baskiotis, N., Teytaud, O., Sebag, M.: Multi-armed bandit, dynamic environments and meta-bandits. In: Online Trading of Exploration and Exploitation Workshop, NIPS (2006).
-
(2006)
Online Trading of Exploration and Exploitation Workshop, NIPS
-
-
Hartland, C.1
Gelly, S.2
Baskiotis, N.3
Teytaud, O.4
Sebag, M.5
-
23
-
-
77956891289
-
Inference about the change point from cumulative sum-tests
-
Hinkley, D.: Inference about the change point from cumulative sum-tests. Biometrika 58(3), 509-523 (1970).
-
(1970)
Biometrika
, vol.58
, Issue.3
, pp. 509-523
-
-
Hinkley, D.1
-
24
-
-
0004157491
-
Royal road functions
-
Massachusetts Institute of Technology
-
Holland, J. H.: Royal road functions. In: Internet Genetic Algorithms Digest, vol. 7, p. 22. Massachusetts Institute of Technology (1993).
-
(1993)
Internet Genetic Algorithms Digest
, vol.7
, pp. 22
-
-
Holland, J.H.1
-
25
-
-
0011184340
-
A description of Holland's Royal Road
-
Jones, T.: A description of Holland's Royal Road. Evol. Comput. 2(4), 409-415 (1994).
-
(1994)
Evol. Comput.
, vol.2
, Issue.4
, pp. 409-415
-
-
Jones, T.1
-
26
-
-
0001853198
-
What have you done for me lately? Adapting operator probabilities in a steady-state genetic algorithm
-
In: Eshelman, L. J., et al. (eds.) Morgan Kaufmann
-
Julstrom, B.: What have you done for me lately? Adapting operator probabilities in a steady-state genetic algorithm. In: Eshelman, L. J., et al. (eds.) Proc. Intl. Conference on Genetic Algorithms, pp. 81-87. Morgan Kaufmann (1995).
-
(1995)
Proc. Intl. Conference on Genetic Algorithms
, pp. 81-87
-
-
Julstrom, B.1
-
27
-
-
79959375940
-
Fitness Distance Correlation for Variable Length Representations
-
CMAP, Ecole Polytechnique
-
Kallel, L., Schoenauer, M.: Fitness Distance Correlation for Variable Length Representations. Tech. Rep. 363, CMAP, Ecole Polytechnique (1996).
-
(1996)
Tech. Rep.
, vol.363
-
-
Kallel, L.1
Schoenauer, M.2
-
28
-
-
0002899547
-
Asymptotically efficient adaptive allocation rules
-
Lai, T., Robbins, H.: Asymptotically efficient adaptive allocation rules. Adv. Appl. Math. 6(1), 4-22 (1985).
-
(1985)
Adv. Appl. Math.
, vol.6
, Issue.1
, pp. 4-22
-
-
Lai, T.1
Robbins, H.2
-
29
-
-
0030653484
-
Decision making in a hybrid genetic algorithm
-
In: Porto, B. (ed.), IEEE
-
Lobo, F., Goldberg, D.: Decision making in a hybrid genetic algorithm. In: Porto, B. (ed.) Proc. Intl. Conference on Evolutionary Computation, pp. 121-125. IEEE (1997).
-
(1997)
Proc. Intl. Conference on Evolutionary Computation
, pp. 121-125
-
-
Lobo, F.1
Goldberg, D.2
-
30
-
-
67349087294
-
Parameter Setting in Evolutionary Algorithms
-
Springer
-
Lobo, F., Lima, C., Michalewicz, Z. (eds.): Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence, vol. 54. Springer (2007).
-
(2007)
Studies in Computational Intelligence
, vol.54
-
-
Lobo, F.1
Lima, C.2
Michalewicz, Z.3
-
31
-
-
70449920961
-
Extreme compass and dynamic multi-armed bandits for adaptive operator selection
-
IEEE
-
Maturana, J., Fialho, A., Saubion, F., Schoenauer, M., Sebag, M.: Extreme compass and dynamic multi-armed bandits for adaptive operator selection. In: Proc. Congress on Evolutionary Computation, pp. 365-372. IEEE (2009).
-
(2009)
Proc. Congress on Evolutionary Computation
, pp. 365-372
-
-
Maturana, J.1
Fialho, A.2
Saubion, F.3
Schoenauer, M.4
Sebag, M.5
-
32
-
-
78049529966
-
Autonomous operator management for evolutionary algorithms
-
doi:10.1007/s10732-010-9125-3
-
Maturana, J., Lardeux, F., Saubion, F.: Autonomous operator management for evolutionary algorithms. Journal of Heuristics (2010). doi: 10. 1007/s10732-010-9125-3.
-
(2010)
Journal of Heuristics
-
-
Maturana, J.1
Lardeux, F.2
Saubion, F.3
-
33
-
-
56449087784
-
A compass to guide genetic algorithms
-
In: Rudolph, G., et al. (eds.), LNCS, Springer
-
Maturana, J., Saubion, F.: A compass to guide genetic algorithms. In: Rudolph, G., et al. (eds.) Proc. Intl. Conference on Parallel Solving from Nature. LNCS, vol. 5199, pp. 256-265. Springer (2008).
-
(2008)
Proc. Intl. Conference on Parallel Solving from Nature
, vol.5199
, pp. 256-265
-
-
Maturana, J.1
Saubion, F.2
-
35
-
-
0000496994
-
The royal road for genetic algorithms: fitness landscapes and GA performance
-
Mitchell, M., Forrest, S., Holland, J. H.: The royal road for genetic algorithms: fitness landscapes and GA performance. In: Proc. European Conference on Artificial Life, pp. 245-254 (1992).
-
(1992)
Proc. European Conference on Artificial Life
, pp. 245-254
-
-
Mitchell, M.1
Forrest, S.2
Holland, J.H.3
-
36
-
-
84880854112
-
Relevance estimation and value calibration of evolutionary algorithm parameters
-
Veloso, M. (ed.)
-
Nannen, V., Eiben, A. E.: Relevance estimation and value calibration of evolutionary algorithm parameters. In: Veloso, M. (ed.) Proc. Intl. Joint Conference on Artificial Intelligence, pp. 975-980 (2007).
-
(2007)
Proc. Intl. Joint Conference on Artificial Intelligence
, pp. 975-980
-
-
Nannen, V.1
Eiben, A.E.2
-
37
-
-
84958150936
-
The royal road functions: description, intent and experimentation
-
LNCS, Springer
-
Quick, R. J., Rayward-Smith, V. J., Smith, G. D.: The royal road functions: description, intent and experimentation. In: Selected Papers from AISB Workshop on Evolutionary Computing. LNCS, vol. 1143, pp. 223-235. Springer (1996).
-
(1996)
Selected Papers from AISB Workshop on Evolutionary Computing
, vol.1143
, pp. 223-235
-
-
Quick, R.J.1
Rayward-Smith, V.J.2
Smith, G.D.3
-
38
-
-
0003062189
-
Adapting crossover in evolutionary algorithms
-
In: McDonnell, J. R., et al. (eds.), MIT
-
Spears, W.: Adapting crossover in evolutionary algorithms. In: McDonnell, J. R., et al. (eds.) Proc. Conference on Evolutionary Programming, pp. 367-384. MIT (1995).
-
(1995)
Proc. Conference on Evolutionary Programming
, pp. 367-384
-
-
Spears, W.1
-
40
-
-
32444431946
-
An adaptive pursuit strategy for allocating operator probabilities
-
In: Beyer, H. G. (eds.), ACM
-
Thierens, D.: An adaptive pursuit strategy for allocating operator probabilities. In: Beyer, H. G. (eds.) Proc. Genetic and Evolutionary Computation Conference, pp. 1539-1546. ACM (2005).
-
(2005)
Proc. Genetic and Evolutionary Computation Conference
, pp. 1539-1546
-
-
Thierens, D.1
-
41
-
-
34147153507
-
Adaptive strategies for operator allocation
-
In: Lobo, F., Lima, C., Michalewicz, Z. (eds.), Springer
-
Thierens, D.: Adaptive strategies for operator allocation. In: Lobo, F., Lima, C., Michalewicz, Z. (eds.): Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence, vol. 54, pp. 77-90. Springer (2007).
-
(2007)
Parameter Setting in Evolutionary Algorithms. Studies in Computational Intelligence
, vol.54
, pp. 77-90
-
-
Thierens, D.1
-
42
-
-
0032082089
-
Adapting operator settings in genetic algorithms
-
Tuson, A., Ross, P.: Adapting operator settings in genetic algorithms. Evol. Comput. 6(2), 161-184 (1998).
-
(1998)
Evol. Comput.
, vol.6
, Issue.2
, pp. 161-184
-
-
Tuson, A.1
Ross, P.2
-
43
-
-
33750320913
-
Use of statistical outlier detection method in adaptive evolutionary algorithms
-
In: Keijzer, M. (ed.), ACM
-
Whitacre, J., Pham, T., Sarker, R.: Use of statistical outlier detection method in adaptive evolutionary algorithms. In: Keijzer, M. (ed.) Proc. Genetic and Evolutionary Computation Conference, pp. 1345-1352. ACM (2006).
-
(2006)
Proc. Genetic and Evolutionary Computation Conference
, pp. 1345-1352
-
-
Whitacre, J.1
Pham, T.2
Sarker, R.3
-
44
-
-
84877984479
-
Evolutionary Computation in Practice
-
Springer
-
Yu, T., Davis, D., Baydar, C., Roy, R. (eds.): Evolutionary Computation in Practice. Studies in Computational Intelligence, vol. 88. Springer (2008).
-
(2008)
Studies in Computational Intelligence
, vol.88
-
-
Yu, T.1
Davis, D.2
Baydar, C.3
Roy, R.4
-
45
-
-
35048885506
-
Statistical racing techniques for improved empirical evaluation of evolutionary algorithms
-
In: Yao, X., et al. (eds.), LNCS, Springer
-
Yuan, B., Gallagher, M.: Statistical racing techniques for improved empirical evaluation of evolutionary algorithms. In: Yao, X., et al. (eds.) Proc. Intl. Conference on Parallel Solving from Nature. LNCS, vol. 3242, pp. 172-181. Springer (2004).
-
(2004)
Proc. Intl. Conference on Parallel Solving from Nature
, vol.3242
, pp. 172-181
-
-
Yuan, B.1
Gallagher, M.2
|