-
1
-
-
0000813026
-
A stochastic approximation algorithm with varying bounds
-
S. ANDRADÓTTIR, A stochastic approximation algorithm with varying bounds, Oper. Res., 43 (1995), pp. 1037-1048.
-
(1995)
Oper. Res.
, vol.43
, pp. 1037-1048
-
-
Andradóttir, S.1
-
3
-
-
0008976280
-
Stochastic approximation: A generalization of the Robbins-Monro procedure
-
P. Mandl and M. Hušková. eds.
-
J. A. BATHER, Stochastic approximation: A generalization of the Robbins-Monro procedure, in Proc. 4th Prague Symposium Asymptotic Statist., P. Mandl and M. Hušková. eds., 1989, pp. 13-27.
-
(1989)
Proc. 4th Prague Symposium Asymptotic Statist.
, pp. 13-27
-
-
Bather, J.A.1
-
4
-
-
0011595015
-
Stochastic approximation procedure with randomly varying truncations
-
H. F. CHEN AND Y. M. ZHU, Stochastic approximation procedure with randomly varying truncations, Scientic Sinica, 29 (1986), pp. 914-926.
-
(1986)
Scientic Sinica
, vol.29
, pp. 914-926
-
-
Chen, H.F.1
Zhu, Y.M.2
-
5
-
-
0000792517
-
On a stochastic approximation method
-
K. L. CHUNG, On a stochastic approximation method, Annals of Mathematical Statistics, 25 (1954), pp. 463-483.
-
(1954)
Annals of Mathematical Statistics
, vol.25
, pp. 463-483
-
-
Chung, K.L.1
-
7
-
-
0001214703
-
On asymptotic normality in stochastic approximation
-
V. FABIAN, On asymptotic normality in stochastic approximation, Annals of Mathematical Statistics, 39 (1968), pp. 1327-1332.
-
(1968)
Annals of Mathematical Statistics
, vol.39
, pp. 1327-1332
-
-
Fabian, V.1
-
8
-
-
0009685457
-
Simulating discounted costs
-
B. L. FOX AND P. W. GLYNN, Simulating discounted costs, Management Science, 35 (1989), pp. 1297-1315.
-
(1989)
Management Science
, vol.35
, pp. 1297-1315
-
-
Fox, B.L.1
Glynn, P.W.2
-
10
-
-
0000728309
-
Some guidelines and guarantees for common random numbers
-
P. GLASSERMAN AND D. D. YAO, Some guidelines and guarantees for common random numbers, Management Science, 38 (1992), pp. 884-908.
-
(1992)
Management Science
, vol.38
, pp. 884-908
-
-
Glasserman, P.1
Yao, D.D.2
-
11
-
-
0024478825
-
A GSMP formalism for discrete event systems
-
P. W. GLYNN, A GSMP formalism for discrete event systems, Proc. of the IEEE, 77 (1989), pp. 14-23.
-
(1989)
Proc. of the IEEE
, vol.77
, pp. 14-23
-
-
Glynn, P.W.1
-
12
-
-
84976859194
-
Likelihood ratio gradient estimation for stochastic systems
-
P. W. GLYNN, Likelihood ratio gradient estimation for stochastic systems, Communications of the ACM, 33 (1990), pp. 75-84.
-
(1990)
Communications of the ACM
, vol.33
, pp. 75-84
-
-
Glynn, P.W.1
-
13
-
-
0025491872
-
Bias properties of budget constrained simulations
-
P. W. GLYNN AND P. HEIDELBERGER, Bias properties of budget constrained simulations, Oper. Res., 38 (1990), pp. 801-814.
-
(1990)
Oper. Res.
, vol.38
, pp. 801-814
-
-
Glynn, P.W.1
Heidelberger, P.2
-
14
-
-
0039331889
-
On the existence and estimation of performance measure derivatives for stochastic recursions
-
Springer-Verlag, New York
-
P. W. GLYNN AND P. L'ECUYER, On the existence and estimation of performance measure derivatives for stochastic recursions, in Proc. of the 11th Internat. Conf. on Anal. and Optim. of Systems, Lecture Notes in Control and Inform. Sci., 199, Springer-Verlag, New York, 1994, pp. 429-435.
-
(1994)
Proc. of the 11th Internat. Conf. on Anal. and Optim. of Systems, Lecture Notes in Control and Inform. Sci.
, vol.199
, pp. 429-435
-
-
Glynn, P.W.1
L'Ecuyer, P.2
-
15
-
-
0026379961
-
Gradient estimation for ratios
-
IEEE Press, Piscataway, NJ, December
-
P. W. GLYNN, P. L'ECUYER, AND M. ADÈS, Gradient estimation for ratios, in Proc. of the 1991 Winter Simulation Conference, IEEE Press, Piscataway, NJ, December 1991, pp. 986-993.
-
(1991)
Proc. of the 1991 Winter Simulation Conference
, pp. 986-993
-
-
Glynn, P.W.1
L'Ecuyer, P.2
Adès, M.3
-
16
-
-
0000174391
-
The asymptotic efficiency of simulation estimators
-
P. W. GLYNN AND W. WHITT, The asymptotic efficiency of simulation estimators, Oper. Res., 40 (1992), pp. 505-520.
-
(1992)
Oper. Res.
, vol.40
, pp. 505-520
-
-
Glynn, P.W.1
Whitt, W.2
-
17
-
-
0002169596
-
Monte-Carlo optimization of parametrized policies in a class of piecewise deterministic control systems arising in manufacturing flow control
-
A. HAURIE, P. L'ECUYER, AND CH. VAN DELFT, Monte-Carlo optimization of parametrized policies in a class of piecewise deterministic control systems arising in manufacturing flow control, Discrete Event Dynamic Systems: Theory and Appl., 4 (1994), pp. 87-111.
-
(1994)
Discrete Event Dynamic Systems: Theory and Appl.
, vol.4
, pp. 87-111
-
-
Haurie, A.1
L'Ecuyer, P.2
Van Delft, Ch.3
-
18
-
-
0040517153
-
A modification of the Robbins-Monro process
-
J. KOMLÓS AND P. RÉVÉZ, A modification of the Robbins-Monro process, Studia Sci. Math. Hungar., 8 (1973), pp. 329-340.
-
(1973)
Studia Sci. Math. Hungar.
, vol.8
, pp. 329-340
-
-
Komlós, J.1
Révéz, P.2
-
20
-
-
0040517155
-
Stochastic approximation methods for constrained and unconstrained systems
-
Springer-Verlag, Berlin, New York
-
H. J. KUSHNER AND D. S. CLARK, Stochastic Approximation Methods for Constrained and Unconstrained Systems, Appl. Math. Sci., 26, Springer-Verlag, Berlin, New York, 1978.
-
(1978)
Appl. Math. Sci.
, vol.26
-
-
Kushner, H.J.1
Clark, D.S.2
-
21
-
-
0018518852
-
Rates of convergence for stochastic approximation type algorithms
-
H. J. KUSHNER AND H. HUANG, Rates of convergence for stochastic approximation type algorithms, SIAM J. Control Optim., 17 (1979), pp. 607-617.
-
(1979)
SIAM J. Control Optim.
, vol.17
, pp. 607-617
-
-
Kushner, H.J.1
Huang, H.2
-
22
-
-
0030105021
-
Stochastic approximation methods for systems over an infinite horizon
-
H. J. KUSHNER AND F. J. VÁZQUEZ-ABAD, Stochastic approximation methods for systems over an infinite horizon, SIAM J. Control Optim., 34 (1996), pp. 712-756.
-
(1996)
SIAM J. Control Optim.
, vol.34
, pp. 712-756
-
-
Kushner, H.J.1
Vázquez-Abad, F.J.2
-
23
-
-
0027627789
-
Stochastic approximation with averaging of the iterates: Optimal asymptotic rate of convergence for general processes
-
H. J. KUSHNER AND J. YANG, Stochastic approximation with averaging of the iterates: Optimal asymptotic rate of convergence for general processes, SIAM J. Control Optim., 31 (1993), pp. 1045-1062.
-
(1993)
SIAM J. Control Optim.
, vol.31
, pp. 1045-1062
-
-
Kushner, H.J.1
Yang, J.2
-
25
-
-
0026384154
-
An overview of derivative estimation
-
IEEE Press, Piscataway, NJ, December
-
P. L'ECUYER, An overview of derivative estimation, in Proc. of the 1991 Winter Simulation Conference, IEEE Press, Piscataway, NJ, December 1991, pp. 207-217.
-
(1991)
Proc. of the 1991 Winter Simulation Conference
, pp. 207-217
-
-
L'Ecuyer, P.1
-
26
-
-
21144479912
-
Convergence rates for steady-state derivative estimators
-
P. L'ECUYER, Convergence rates for steady-state derivative estimators, Ann. Oper. Res., 39 (1992), pp. 121-136.
-
(1992)
Ann. Oper. Res.
, vol.39
, pp. 121-136
-
-
L'Ecuyer, P.1
-
27
-
-
0001577860
-
On the convergence rates of IPA and FDC derivative estimators
-
P. L'ECUYER AND G. PERRON, On the convergence rates of IPA and FDC derivative estimators. Oper. Res., 42 (1994), pp. 643-656.
-
(1994)
Oper. Res.
, vol.42
, pp. 643-656
-
-
L'Ecuyer, P.1
Perron, G.2
-
28
-
-
0000391011
-
Stochastic optimization by simulation: Numerical experiments with the M/M/1 queue in steady-state
-
P. L'ECUYER, N. GIROUX, AND P. W. GLYNN, Stochastic optimization by simulation: Numerical experiments with the M/M/1 queue in steady-state, Management Science, 40 (1994), pp. 1245-1261.
-
(1994)
Management Science
, vol.40
, pp. 1245-1261
-
-
L'Ecuyer, P.1
Giroux, N.2
Glynn, P.W.3
-
29
-
-
0028546691
-
Stochastic optimization by simulation: Convergence proofs for the GI/G/1 queue in steady-state
-
P. L'ECUYER AND P. W. GLYNN, Stochastic optimization by simulation: Convergence proofs for the GI/G/1 queue in steady-state, Management Science, 40 (1994), pp. 1562-1578.
-
(1994)
Management Science
, vol.40
, pp. 1562-1578
-
-
L'Ecuyer, P.1
Glynn, P.W.2
-
32
-
-
0010967230
-
Stochastic approximation and recursive estimation
-
American Mathematical Society, Providence, RI
-
M. B. NEVEL'SON AND R. Z. KHASMINSKII, Stochastic Approximation and Recursive Estimation, Transl. Math. Monogr., 47. American Mathematical Society, Providence, RI, 1976.
-
(1976)
Transl. Math. Monogr.
, vol.47
-
-
Nevel'son, M.B.1
Khasminskii, R.Z.2
-
33
-
-
0008978039
-
New method of stochastic approximation type
-
B. T. POLYAK, New method of stochastic approximation type, Avtomat. i Telemekh., 7 (1990), pp. 937-946. Translation in Automat. Remote Control, 51 (1991), pp. 937-946.
-
(1990)
Avtomat. i Telemekh.
, vol.7
, pp. 937-946
-
-
Polyak, B.T.1
-
34
-
-
84904774796
-
-
Translation in
-
B. T. POLYAK, New method of stochastic approximation type, Avtomat. i Telemekh., 7 (1990), pp. 937-946. Translation in Automat. Remote Control, 51 (1991), pp. 937-946.
-
(1991)
Automat. Remote Control
, vol.51
, pp. 937-946
-
-
-
35
-
-
0026899240
-
Acceleration of stochastic approximation by averaging
-
B. T. POLYAK AND A. B. JUDITSKY, Acceleration of stochastic approximation by averaging, SIAM J. Control Optim., 30 (1992), pp. 838-855.
-
(1992)
SIAM J. Control Optim.
, vol.30
, pp. 838-855
-
-
Polyak, B.T.1
Juditsky, A.B.2
-
37
-
-
0010921719
-
Almost-sure approximation to the Robbins-Monro and Kiefer-Wolfowitz processes with dependent noise
-
R. RUPPERT, Almost-sure approximation to the Robbins-Monro and Kiefer-Wolfowitz processes with dependent noise, Annals Probab., 10 (1982), pp. 178-187.
-
(1982)
Annals Probab.
, vol.10
, pp. 178-187
-
-
Ruppert, R.1
-
38
-
-
0001846920
-
Handbook in sequential analysis
-
B. K. Ghosh and P. K. Sen. eds., Marcel Dekker, New York
-
R. RUPPERT, Handbook in sequential analysis, in Stochastic Approximation, B. K. Ghosh and P. K. Sen. eds., Marcel Dekker, New York, 1991, pp. 503-529.
-
(1991)
Stochastic Approximation
, pp. 503-529
-
-
Ruppert, R.1
-
39
-
-
85033893147
-
-
Tech. Rep. Preprint Nr. A-92-14, Fachbereich Mathematik, Freie Universitat Berlin, Berlin, Germany
-
R. SCHWABE, Stability results for smoothed stochastic approximation procedures, Tech. rep. Preprint Nr. A-92-14, Fachbereich Mathematik, Freie Universitat Berlin, Berlin, Germany, 1992.
-
(1992)
Stability Results for Smoothed Stochastic Approximation Procedures
-
-
Schwabe, R.1
-
40
-
-
0027608135
-
A review of regenerative processes
-
K. SIGMAN AND R. W. WOLFF, A review of regenerative processes, SIAM Rev., 35 (1993), pp. 269-288.
-
(1993)
SIAM Rev.
, vol.35
, pp. 269-288
-
-
Sigman, K.1
Wolff, R.W.2
-
42
-
-
0025497275
-
A stopping rule for the Robbins-Monro method
-
G. YIN, A stopping rule for the Robbins-Monro method, J. Optim. Theory Appl., 67 (1990), pp. 151-173.
-
(1990)
J. Optim. Theory Appl.
, vol.67
, pp. 151-173
-
-
Yin, G.1
-
43
-
-
0003254109
-
On extensions of Polyak's averaging approach to stochastic approximation
-
G. YIN, On extensions of Polyak's averaging approach to stochastic approximation, Stochastics, 36 (1992), pp. 245-264.
-
(1992)
Stochastics
, vol.36
, pp. 245-264
-
-
Yin, G.1
-
44
-
-
0039924236
-
On a class of stochastic optimization algorithms with applications to manufacturing models
-
H. P. W. W. G. Müller and A. A. Zhigljavsky, eds., Physica-Verlag, Heidelberg
-
G. YIN, H. YAN, AND X. LOU, On a class of stochastic optimization algorithms with applications to manufacturing models, in Proceedings of the Third Model-Oriented Data Analysis, H. P. W. W. G. Müller and A. A. Zhigljavsky, eds., Physica-Verlag, Heidelberg, 1993, pp. 213-226.
-
(1993)
Proceedings of the Third Model-oriented Data Analysis
, pp. 213-226
-
-
Yin, G.1
Yan, H.2
Lou, X.3
-
45
-
-
0003013920
-
Asymptotically optimal rate of convergence of smoothed stochastic recursive algorithms
-
G. YIN AND K. YIN, Asymptotically optimal rate of convergence of smoothed stochastic recursive algorithms, Stochastics, 47 (1994), pp. 21-46.
-
(1994)
Stochastics
, vol.47
, pp. 21-46
-
-
Yin, G.1
Yin, K.2
-
46
-
-
0024649443
-
Almost sure convergence of stochastic approximation algorithms with non-additive noise
-
G. YIN AND Y. M. ZHU, Almost sure convergence of stochastic approximation algorithms with non-additive noise, Internat. J. Control, 47 (1989), pp. 1361-1376.
-
(1989)
Internat. J. Control
, vol.47
, pp. 1361-1376
-
-
Yin, G.1
Zhu, Y.M.2
-
47
-
-
0011394477
-
Convergence rates of finite-difference sensitivity estimates stochastic systems
-
M. A. ZAZANIS AND R. SURI, Convergence rates of finite-difference sensitivity estimates stochastic systems, Oper. Res., 41 (1993), pp. 694-703.
-
(1993)
Oper. Res.
, vol.41
, pp. 694-703
-
-
Zazanis, M.A.1
Suri, R.2
|