-
2
-
-
0003984832
-
Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning
-
Tech. Rep. No. CMU-CS-94-163, Carnegie Mellon University, Pittsburgh, PA
-
S. Baluja. Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning. Tech. Rep. No. CMU-CS-94-163, Carnegie Mellon University, Pittsburgh, PA, 1994.
-
(1994)
-
-
Baluja, S.1
-
4
-
-
57349092906
-
-
A. Billoire. Some aspects of infinite range models of spin glasses: theory and numerical simulations. (arXiv:cond-mat/0709.1552), 2007.
-
A. Billoire. Some aspects of infinite range models of spin glasses: theory and numerical simulations. (arXiv:cond-mat/0709.1552), 2007.
-
-
-
-
5
-
-
0043230411
-
Spin glasses: Experimental facts, theoretical concepts and open questions
-
K. Binder and A. P. Young. Spin glasses: Experimental facts, theoretical concepts and open questions. Rev. Mod. Phys., 58:801, 1986.
-
(1986)
Rev. Mod. Phys
, vol.58
, pp. 801
-
-
Binder, K.1
Young, A.P.2
-
6
-
-
24944565177
-
Extremal optimization for Sherrington-Kirkpatrick spin glasses
-
S. Boettcher. Extremal optimization for Sherrington-Kirkpatrick spin glasses. Eur. Phys. J. B, 46:501-505, 2005.
-
(2005)
Eur. Phys. J. B
, vol.46
, pp. 501-505
-
-
Boettcher, S.1
-
7
-
-
0742287785
-
Energy exponents and corrections to scaling in Ising spin glasses
-
J.-P. Bouchaud, F. Krzakala, and O. C. Martin. Energy exponents and corrections to scaling in Ising spin glasses. Phys. Rev. B, 68:224404, 2003.
-
(2003)
Phys. Rev. B
, vol.68
, pp. 224404
-
-
Bouchaud, J.-P.1
Krzakala, F.2
Martin, O.C.3
-
8
-
-
0011843617
-
A Bayesian approach to learning Bayesian networks with local structure
-
Technical Report MSR-TR-97-07, Microsoft Research, Redmond, WA
-
D. M. Chickering, D. Heckerman, and C. Meek. 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
-
9
-
-
34249832377
-
A Bayesian method for the induction of probabilistic networks from data
-
G. F. Cooper and E. H. Herskovits. A Bayesian method for the induction of probabilistic networks from data. Machine Learning, 9:309-347, 1992.
-
(1992)
Machine Learning
, vol.9
, pp. 309-347
-
-
Cooper, G.F.1
Herskovits, E.H.2
-
10
-
-
0346191326
-
Replica trick and fluctuations in disordered systems
-
A. Crisanti, G. Paladin, and H.-J. S. A. Vulpiani. Replica trick and fluctuations in disordered systems. J. Phys. I, 2:1325-1332, 1992.
-
(1992)
J. Phys. I
, vol.2
, pp. 1325-1332
-
-
Crisanti, A.1
Paladin, G.2
Vulpiani, H.-J.S.A.3
-
11
-
-
0000220520
-
Learning Bayesian networks with local structure
-
M. I. Jordan, editor, MIT Press, Cambridge, MA
-
N. Friedman and M. Goldszmidt. Learning Bayesian networks with local structure. In M. I. Jordan, editor, Graphical models, pages 421-459. MIT Press, Cambridge, MA, 1999.
-
(1999)
Graphical models
, pp. 421-459
-
-
Friedman, N.1
Goldszmidt, M.2
-
12
-
-
0003722376
-
-
Addison-Wesley, Reading, MA
-
D. E. Goldberg. Genetic algorithms in search, optimization, and machine learning. Addison-Wesley, Reading, MA, 1989.
-
(1989)
Genetic algorithms in search, optimization, and machine learning
-
-
Goldberg, D.E.1
-
15
-
-
0021436225
-
A recursive branch-and-bound algorithm for the exact ground state of Ising spin-glass models
-
A. Hartwig, F. Daske, and S. Kobe. A recursive branch-and-bound algorithm for the exact ground state of Ising spin-glass models. Computer Physics Communications, 32:133-138, 1984.
-
(1984)
Computer Physics Communications
, vol.32
, pp. 133-138
-
-
Hartwig, A.1
Daske, F.2
Kobe, S.3
-
18
-
-
0030516672
-
Exchange Monte Carlo method and application to spin glass simulations
-
K. Hukushima and K. Nemoto. Exchange Monte Carlo method and application to spin glass simulations. J. Phys. Soc. Jpn., 65:1604, 1996.
-
(1996)
J. Phys. Soc. Jpn
, vol.65
, pp. 1604
-
-
Hukushima, K.1
Nemoto, K.2
-
20
-
-
29644446119
-
Universality-class dependence of energy distributions in spin glasses
-
H. G. Katzgraber, M. Körner, F. Liers, M. Jünger, and A. K. Hartmann. Universality-class dependence of energy distributions in spin glasses. Phys. Rev. B, 72:094421, 2005.
-
(2005)
Phys. Rev. B
, vol.72
, pp. 094421
-
-
Katzgraber, H.G.1
Körner, M.2
Liers, F.3
Jünger, M.4
Hartmann, A.K.5
-
21
-
-
84905391606
-
Recent Progress in Spin Glasses
-
cond-mat/0312432
-
N. Kawashima and H. Rieger. Recent Progress in Spin Glasses. 2003. (cond-mat/0312432).
-
(2003)
-
-
Kawashima, N.1
Rieger, H.2
-
22
-
-
17044416028
-
Infinite-ranged models of spin-glasses
-
Jun
-
S. Kirkpatrick and D. Sherrington. Infinite-ranged models of spin-glasses. Phys. Rev. B, 17(11):4384-4403, Jun 1978.
-
(1978)
Phys. Rev. B
, vol.17
, Issue.11
, pp. 4384-4403
-
-
Kirkpatrick, S.1
Sherrington, D.2
-
23
-
-
79951646634
-
Ground-state energy and frustration of the Sherrington- Kirkpatrick model and related models
-
e-print cond-mat/03116570, University of Dresden
-
S. Kobe. Ground-state energy and frustration of the Sherrington- Kirkpatrick model and related models. ArXiv Condensed Matter e-print cond-mat/03116570, University of Dresden, 2003.
-
(2003)
ArXiv Condensed Matter
-
-
Kobe, S.1
-
24
-
-
0037726193
-
Exact ground state of finite amorphous Ising systems
-
S. Kobe and A. Hartwig. Exact ground state of finite amorphous Ising systems. Computer Physics Communications, 16:1-4, 1978.
-
(1978)
Computer Physics Communications
, vol.16
, pp. 1-4
-
-
Kobe, S.1
Hartwig, A.2
-
25
-
-
84856395051
-
Probing tails of energy distributions using importance-sampling in the disorder with a guiding function
-
P
-
M. Körner, H. G. Katzgraber, and A. K. Hartmann. Probing tails of energy distributions using importance-sampling in the disorder with a guiding function. J. Stat. Mech., P04005, 2006.
-
(2006)
J. Stat. Mech
, pp. 04005
-
-
Körner, M.1
Katzgraber, H.G.2
Hartmann, A.K.3
-
28
-
-
0037786897
-
Finding low-temperature states with parallel tempering, simulated annealing and simple Monte Carlo
-
J. J. Moreno, H. G. Katzgraber, and A. K. Hartmann. Finding low-temperature states with parallel tempering, simulated annealing and simple Monte Carlo. Int. J. Mod. Phys. C, 14:285, 2003.
-
(2003)
Int. J. Mod. Phys. C
, vol.14
, pp. 285
-
-
Moreno, J.J.1
Katzgraber, H.G.2
Hartmann, A.K.3
-
29
-
-
84958959530
-
From recombination of genes to the estimation of distributions I. Binary parameters
-
H. Mühlenbein and G. Paaß. From recombination of genes to the estimation of distributions I. Binary parameters. Parallel Problem Solving from Nature, pages 178-187, 1996.
-
(1996)
Parallel Problem Solving from Nature
, pp. 178-187
-
-
Mühlenbein, H.1
Paaß, G.2
-
30
-
-
0000538696
-
The ground state energy of the Edwards-Anderson Ising spin glass with a hybrid genetic algorithm
-
K. F. Pal. The ground state energy of the Edwards-Anderson Ising spin glass with a hybrid genetic algorithm. Physica A, 223(3-4):283-292, 1996.
-
(1996)
Physica A
, vol.223
, Issue.3-4
, pp. 283-292
-
-
Pal, K.F.1
-
31
-
-
33646354617
-
Hysteretic optimization for the Sherrington Kirkpatrick spin glass
-
K. F. Pal. Hysteretic optimization for the Sherrington Kirkpatrick spin glass. Physica A, 367:261-268, 2006.
-
(2006)
Physica A
, vol.367
, pp. 261-268
-
-
Pal, K.F.1
-
32
-
-
33646413424
-
Ground-state energy fluctuations in the Sherrington-Kirkpatrick model
-
cond-mat/0307713
-
M. Palassini. Ground-state energy fluctuations in the Sherrington-Kirkpatrick model. 2003. (cond-mat/0307713).
-
(2003)
-
-
Palassini, M.1
-
33
-
-
4244207031
-
Infinite number of order parameters for spin-glasses
-
G. Parisi. Infinite number of order parameters for spin-glasses. Phys. Rev. Lett., 43:1754, 1979.
-
(1979)
Phys. Rev. Lett
, vol.43
, pp. 1754
-
-
Parisi, G.1
-
36
-
-
0036180213
-
A survey of optimization by building and using probabilistic models
-
M. Pelikan, D. E. Goldberg, and F. Lobo. 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
-
37
-
-
0001787215
-
Bayesian optimization algorithm, decision graphs, and Occam's razor
-
M. Pelikan, D. E. Goldberg, and K. Sastry. Bayesian optimization algorithm, decision graphs, and Occam's razor. Proc. of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 519-526, 2001.
-
(2001)
Proc. of the Genetic and Evolutionary Computation Conference (GECCO-2001)
, pp. 519-526
-
-
Pelikan, M.1
Goldberg, D.E.2
Sastry, K.3
-
38
-
-
34147103523
-
Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation
-
E. Cantú-Paz, M. Pelikan, and K. Sastry, editors, Springer
-
M. Pelikan and A. K. Hartmann. Searching for ground states of Ising spin glasses with hierarchical BOA and cluster exact approximation. In E. Cantú-Paz, M. Pelikan, and K. Sastry, editors, Scalable optimization via probabilistic modeling: From algorithms to applications, pages 333-349. Springer, 2006.
-
(2006)
Scalable optimization via probabilistic modeling: From algorithms to applications
, pp. 333-349
-
-
Pelikan, M.1
Hartmann, A.K.2
-
39
-
-
35048820421
-
Computational complexity and simulation of rare events of ising spin glasses
-
M. Pelikan, J. Ocenasek, S. Trebst, M. Troyer, and F. Alet. Computational complexity and simulation of rare events of ising spin glasses. Proc. of the Genetic and Evolutionary Computation Conference (GECCO-2004), 2:36-47, 2004.
-
(2004)
Proc. of the Genetic and Evolutionary Computation Conference (GECCO-2004)
, vol.2
, pp. 36-47
-
-
Pelikan, M.1
Ocenasek, J.2
Trebst, S.3
Troyer, M.4
Alet, F.5
-
41
-
-
15544373328
-
Estimation of distribution algorithms with Kikuchi approximations
-
R. Santana. Estimation of distribution algorithms with Kikuchi approximations. Evolutionary Computation, 13(1):67-97, 2005.
-
(2005)
Evolutionary Computation
, vol.13
, Issue.1
, pp. 67-97
-
-
Santana, R.1
-
42
-
-
4344572502
-
-
Master's thesis, University of Illinois at Urbana-Champaign, Department of General Engineering, Urbana, IL
-
K. Sastry. 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
-
43
-
-
33846270316
-
Efficiency enhancement of estimation of distribution algorithms
-
M. Pelikan, K. Sastry, and E. Cantú-Paz, editors, Springer
-
K. Sastry, M. Pelikan, and D. E. Goldberg. Efficiency enhancement of estimation of distribution algorithms. In M. Pelikan, K. Sastry, and E. Cantú-Paz, editors, Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications, pages 161-185. Springer, 2006.
-
(2006)
Scalable Optimization via Probabilistic Modeling: From Algorithms to Applications
, pp. 161-185
-
-
Sastry, K.1
Pelikan, M.2
Goldberg, D.E.3
-
46
-
-
33645683399
-
The Parisi formula
-
M. Talagrand. The Parisi formula. Ann. of Math., 163:221, 2006.
-
(2006)
Ann. of Math
, vol.163
, pp. 221
-
-
Talagrand, M.1
-
47
-
-
0031650013
-
Domino convergence, drift, and the temporal-salience structure of problems
-
D. Thierens, D. E. Goldberg, and A. G. Pereira. Domino convergence, drift, and the temporal-salience structure of problems. Proc. of the Int. Conference on Evolutionary Computation (ICEC-98), pages 535-540, 1998.
-
(1998)
Proc. of the Int. Conference on Evolutionary Computation (ICEC-98)
, pp. 535-540
-
-
Thierens, D.1
Goldberg, D.E.2
Pereira, A.G.3
|