-
2
-
-
34848832745
-
-
K. Ariyawansa, A. Felt, On a new collection of stochastic linear programming test problems, 2001. Preprint at Optimization Online .
-
-
-
-
3
-
-
0141509927
-
A new adaptive penalty scheme for genetic algorithms
-
Barbosa H.J.C., and Lemonge A.C.C. A new adaptive penalty scheme for genetic algorithms. Information Sciences 156 3-4 (2003) 215-251
-
(2003)
Information Sciences
, vol.156
, Issue.3-4
, pp. 215-251
-
-
Barbosa, H.J.C.1
Lemonge, A.C.C.2
-
4
-
-
0001454852
-
On minimizing a convex function subject to linear inequalities
-
Beale E. On minimizing a convex function subject to linear inequalities. Journal of Royal Statistical Society Series B (1955) 173-184
-
(1955)
Journal of Royal Statistical Society Series B
, pp. 173-184
-
-
Beale, E.1
-
5
-
-
0141712989
-
Robust optimization methodology and applications
-
Ben-Tal A., and Nemirovski A. Robust optimization methodology and applications. Mathematical Programming 92 3 (2002) 453-480
-
(2002)
Mathematical Programming
, vol.92
, Issue.3
, pp. 453-480
-
-
Ben-Tal, A.1
Nemirovski, A.2
-
6
-
-
0036592120
-
A branch and bound method for stochastic integer problems under probabilistic constraints
-
Beraldi P., and Ruszczynski A. A branch and bound method for stochastic integer problems under probabilistic constraints. Optimization Methods and Software (2002) 359-382
-
(2002)
Optimization Methods and Software
, pp. 359-382
-
-
Beraldi, P.1
Ruszczynski, A.2
-
7
-
-
0022129190
-
Decomposition and partitioning methods for multi-stage stochastic linear programs
-
Birge J. Decomposition and partitioning methods for multi-stage stochastic linear programs. Operations Research 33 (1985) 989-1007
-
(1985)
Operations Research
, vol.33
, pp. 989-1007
-
-
Birge, J.1
-
8
-
-
0002173681
-
A standard input format for stochastic linear programs
-
Birge J., Dempster M., Gassmann H., King A., and Wallace S. A standard input format for stochastic linear programs. COAL Newsletter 17 (1987) 1-20
-
(1987)
COAL Newsletter
, vol.17
, pp. 1-20
-
-
Birge, J.1
Dempster, M.2
Gassmann, H.3
King, A.4
Wallace, S.5
-
9
-
-
34848817214
-
-
J. Birge, D. Holmes, A portable Stochastic Programming test set, 2001. Available from: .
-
-
-
-
10
-
-
32444445954
-
-
L. Bui, H. Abbass, D. Essam, Fitness inheritance for noisy evolutionary multiobjective optimization, in: Genetic and Evolutionary Computation Conference (GECCO). Washington, DC, 2005.
-
-
-
-
11
-
-
12344268988
-
Uncertain convex programs: randomized solutions and confidence levels
-
Calafiore G., and Campi M. Uncertain convex programs: randomized solutions and confidence levels. Mathematical Programming 102 1 (2005) 25-46
-
(2005)
Mathematical Programming
, vol.102
, Issue.1
, pp. 25-46
-
-
Calafiore, G.1
Campi, M.2
-
13
-
-
0035868814
-
Evolutionary algorithms approach to the solution of mixed integer non-linear programming problems
-
Costa L., and Oliveira P. Evolutionary algorithms approach to the solution of mixed integer non-linear programming problems. Computers & Chemical Engineering 25 (2001) 257-266
-
(2001)
Computers & Chemical Engineering
, vol.25
, pp. 257-266
-
-
Costa, L.1
Oliveira, P.2
-
14
-
-
0000813562
-
Linear programming under uncertainty
-
Dantzig G. Linear programming under uncertainty. Management Science 1 (1955) 197-206
-
(1955)
Management Science
, vol.1
, pp. 197-206
-
-
Dantzig, G.1
-
15
-
-
34848854941
-
-
R. Davies, Robert Davies, Statistics Research Associates Ltd. .
-
-
-
-
16
-
-
5544258192
-
On constraint sampling for the linear programming approach to approximate dynamic programming
-
de Farias D., and Roy B.V. On constraint sampling for the linear programming approach to approximate dynamic programming. Mathematics of Operations Research 29 3 (2004) 462478
-
(2004)
Mathematics of Operations Research
, vol.29
, Issue.3
, pp. 462478
-
-
de Farias, D.1
Roy, B.V.2
-
18
-
-
0011357090
-
The CALM stochastic programming model for dynamic asset-liability management
-
Cambridge University Press
-
Dempster M., and Consigli G. The CALM stochastic programming model for dynamic asset-liability management. World Wide Asset and Liability Modelling (1998), Cambridge University Press 464-500
-
(1998)
World Wide Asset and Liability Modelling
, pp. 464-500
-
-
Dempster, M.1
Consigli, G.2
-
19
-
-
0342903332
-
Planning logistic operations in the oil industry
-
Dempster M., Pedrón N.H., Medova E., Scott J., and Sembos A. Planning logistic operations in the oil industry. Journal of Operational Research Society 51 11 (2000) 1271-1288
-
(2000)
Journal of Operational Research Society
, vol.51
, Issue.11
, pp. 1271-1288
-
-
Dempster, M.1
Pedrón, N.H.2
Medova, E.3
Scott, J.4
Sembos, A.5
-
20
-
-
0001958747
-
Concavity and efficient points of discrete distributions in probabilistic programming
-
Dentcheva D., Prekopa A., and Ruszczynski A. Concavity and efficient points of discrete distributions in probabilistic programming. Mathematical Programming 89 (2000) 235-263
-
(2000)
Mathematical Programming
, vol.89
, pp. 235-263
-
-
Dentcheva, D.1
Prekopa, A.2
Ruszczynski, A.3
-
21
-
-
0035425089
-
On convex probabilistic programming with discrete distributions
-
Dentcheva D., Prekopa A., and Ruszczynski A. On convex probabilistic programming with discrete distributions. Nonlinear Analysis 47 (2001) 1997-2009
-
(2001)
Nonlinear Analysis
, vol.47
, pp. 1997-2009
-
-
Dentcheva, D.1
Prekopa, A.2
Ruszczynski, A.3
-
22
-
-
34848881451
-
-
C. Dert, Asset liability management for pension funds: A multistage chance constrained programming approach, Ph.D. thesis, Erasmus University, Rotterdam, The Netherlands, 1995.
-
-
-
-
24
-
-
0024700442
-
A scenario approach to capacity planning
-
Eppen G., Martin R., and Schrage L. A scenario approach to capacity planning. Operational Research 37 4 (1989) 517-525
-
(1989)
Operational Research
, vol.37
, Issue.4
, pp. 517-525
-
-
Eppen, G.1
Martin, R.2
Schrage, L.3
-
25
-
-
34848817831
-
-
E. Erdogan, G. Iyengar, Ambiguous chance constrained problems and robust optimization, CORC Technical Report TR-2004-10, IEOR Department, Columbia University, 2004.
-
-
-
-
26
-
-
0031536271
-
Robust solutions to least-square problems with uncertain data matrices
-
Ghaoui L.E., and Lebret H. Robust solutions to least-square problems with uncertain data matrices. SIAM Journal of Matrix Analysis Application 18 (1997) 10351064
-
(1997)
SIAM Journal of Matrix Analysis Application
, vol.18
, pp. 10351064
-
-
Ghaoui, L.E.1
Lebret, H.2
-
28
-
-
0000510934
-
Genetic algorithms, noise and the sizing of population
-
Goldberg D., Deb K., and Clark J. Genetic algorithms, noise and the sizing of population. Complex System 6 (1992) 333-362
-
(1992)
Complex System
, vol.6
, pp. 333-362
-
-
Goldberg, D.1
Deb, K.2
Clark, J.3
-
29
-
-
0030707244
-
-
G. Harik, E. Cantu-Paz, D.E. Goldberg, B.L. Miller, The gambler's ruin problem, genetic algorithms, and the sizing of populations, in: IEEECEP: Proceedings of The IEEE Conference on Evolutionary Computation, IEEE World Congress on Computational Intelligence, 1997.
-
-
-
-
30
-
-
34848866728
-
-
R. Henrion, Chance constrained programming: theory and solution methods, in: Tenth International Conference on Stochastic Programming, Weierstrass Institute Berlin.
-
-
-
-
32
-
-
0012315563
-
Chance-constrained programming with 0-1 or bounded continuous decision variables
-
Hillier F. Chance-constrained programming with 0-1 or bounded continuous decision variables. Management Science 14 (1967) 34-57
-
(1967)
Management Science
, vol.14
, pp. 34-57
-
-
Hillier, F.1
-
34
-
-
0028413196
-
Constrained optimisation via genetic algorithm
-
Homaifir A., Qi C.X., and Lai S.H. Constrained optimisation via genetic algorithm. Simulation 62 4 (1994) 242-254
-
(1994)
Simulation
, vol.62
, Issue.4
, pp. 242-254
-
-
Homaifir, A.1
Qi, C.X.2
Lai, S.H.3
-
38
-
-
0028602950
-
-
J. Joines, C. Houck, On the use of non-stationary penalty functions to solve non-linear constrainted optimisation problems with genetic algorithms, in: Proceedings of the IEEE, 1994, pp. 579-584.
-
-
-
-
39
-
-
0037449048
-
Probabilistic programming for nitrate pollution control: Comparing different probabilistic constraint approximations
-
Kampas A., and White B. Probabilistic programming for nitrate pollution control: Comparing different probabilistic constraint approximations. European Journal of Operational Research 147 1 (2003) 217-228
-
(2003)
European Journal of Operational Research
, vol.147
, Issue.1
, pp. 217-228
-
-
Kampas, A.1
White, B.2
-
40
-
-
0001840045
-
Exact solution to a location problem with stochastic demands
-
Laporte G., Louveaux F., and Hamme L.V. Exact solution to a location problem with stochastic demands. Transportation Science 28 (1994) 95-103
-
(1994)
Transportation Science
, vol.28
, pp. 95-103
-
-
Laporte, G.1
Louveaux, F.2
Hamme, L.V.3
-
41
-
-
0030393179
-
-
Y.-X. Li, M. Gen, Nonlinear mixed integer programming problems using genetic algorithm and penalty function, in: Proceedings of the 1996 IEEE International Conference on Systems, Man and Cybernetics, vol. 4, 1996, pp. 2677-2682.
-
-
-
-
42
-
-
0026219151
-
Computational implementation and tests of a sequential linearization algorithm for mixed-discrete nonlinear design optimization
-
Loh H., and Papalambros P. Computational implementation and tests of a sequential linearization algorithm for mixed-discrete nonlinear design optimization. ASME Journal of Mechanical Design 113 3 (1991) 335-345
-
(1991)
ASME Journal of Mechanical Design
, vol.113
, Issue.3
, pp. 335-345
-
-
Loh, H.1
Papalambros, P.2
-
43
-
-
34848878481
-
-
B. Lui, http://orsc.edu.cn/liu/Uncertain_Programming/Stochastic-Programming-2.pdf.
-
-
-
-
44
-
-
0003540748
-
Genetic Algorithms + Data Structures = Evolution Programs
-
Springer-Verlag
-
Michalewicz Z. Genetic Algorithms + Data Structures = Evolution Programs. second ed. (1994), Springer-Verlag
-
(1994)
second ed.
-
-
Michalewicz, Z.1
-
46
-
-
0033908626
-
Computational solution of capacity planning models under uncertainty
-
MirHassani S., Lucas C., Mitra G., Messina E., and Poojari C. Computational solution of capacity planning models under uncertainty. Parallel Computing 26 (2000) 511-538
-
(2000)
Parallel Computing
, vol.26
, pp. 511-538
-
-
MirHassani, S.1
Lucas, C.2
Mitra, G.3
Messina, E.4
Poojari, C.5
-
47
-
-
0000937493
-
A new scenario decomposition method for large-scale stochastic optimisation
-
Mulvey J., and Ruszczyński A. A new scenario decomposition method for large-scale stochastic optimisation. Operational Research 43 3 (1995) 477-490
-
(1995)
Operational Research
, vol.43
, Issue.3
, pp. 477-490
-
-
Mulvey, J.1
Ruszczyński, A.2
-
48
-
-
0020101516
-
Electric utility capacity expansion planning with uncertain load forecasts
-
Murphy F., Sen S., and Soyster A.L. Electric utility capacity expansion planning with uncertain load forecasts. AIIE Transaction 14 (1982) 52-59
-
(1982)
AIIE Transaction
, vol.14
, pp. 52-59
-
-
Murphy, F.1
Sen, S.2
Soyster, A.L.3
-
49
-
-
34848927317
-
-
A. Nemirovski, A. Shapiro, Convex approximations of chance constrained programs, SIAM Journal on Optimization, in press.
-
-
-
-
51
-
-
0002783594
-
Logarthmic concave measures with application to stochastic programming
-
Prékopa A. Logarthmic concave measures with application to stochastic programming. Acta Scientiarum Mathematicarum (Szeged) 32 (1971) 301-316
-
(1971)
Acta Scientiarum Mathematicarum (Szeged)
, vol.32
, pp. 301-316
-
-
Prékopa, A.1
-
52
-
-
0001315699
-
Dual method for a one-stage stochastic programming problem with random RHS obeying a discrete probability distribution
-
Prékopa A. Dual method for a one-stage stochastic programming problem with random RHS obeying a discrete probability distribution. Zeitscrift fur Operations Research 34 (1990) 441-461
-
(1990)
Zeitscrift fur Operations Research
, vol.34
, pp. 441-461
-
-
Prékopa, A.1
-
53
-
-
0012749777
-
-
Center for Operations Research, Rutgers university, P.O. Box 5062, New Brunswick, New Jersey
-
Prékopa A. Programming under probabilistic constraint and maximizing a probability under constraints. Rrr 35-93 (1993), Center for Operations Research, Rutgers university, P.O. Box 5062, New Brunswick, New Jersey
-
(1993)
Programming under probabilistic constraint and maximizing a probability under constraints. Rrr 35-93
-
-
Prékopa, A.1
-
54
-
-
34848924141
-
-
J.T. Richardson, M.R. Palmer, G.E. Liepins, M. Hilliard, Some guidelines for genetic algorithms with penalty functions, in: Proceedings of the 3rd International Conference on Genetic Algorithms, San Francisco, CA, 1989, pp. 191-197.
-
-
-
-
55
-
-
0023734627
-
Loaded questions: New approaches to utlity forecasting
-
Robinson J.R. Loaded questions: New approaches to utlity forecasting. Energy Policy 16 1 (1988) 58-68
-
(1988)
Energy Policy
, vol.16
, Issue.1
, pp. 58-68
-
-
Robinson, J.R.1
-
57
-
-
0000514655
-
Scenario and policy aggregation in optimization under uncertainty
-
Rockafellar R., and Wets R. Scenario and policy aggregation in optimization under uncertainty. Mathematics of Operations Research 16 1 (1991) 119-147
-
(1991)
Mathematics of Operations Research
, vol.16
, Issue.1
, pp. 119-147
-
-
Rockafellar, R.1
Wets, R.2
-
58
-
-
34249921301
-
Distribution sensitivity in stochastic programming
-
Romisch W., and Schultz R. Distribution sensitivity in stochastic programming. Mathematical Programming 50 (1991) 197-226
-
(1991)
Mathematical Programming
, Issue.50
, pp. 197-226
-
-
Romisch, W.1
Schultz, R.2
-
59
-
-
10044271668
-
Probabilistic programs with discrete distributions and precedence constrained knapsack polyhedra
-
Ruszczyński A. Probabilistic programs with discrete distributions and precedence constrained knapsack polyhedra. Mathematical Programming 93 (2002) 195-215
-
(2002)
Mathematical Programming
, Issue.93
, pp. 195-215
-
-
Ruszczyński, A.1
-
60
-
-
22944483461
-
The 17th Australian Joint Conference on Artificial Intelligence (Chapter: Sub-Structural Niching in Non-Stationary Environments)
-
Springer-Verlag pp. 873-885
-
Sastry K., Abbass H., and Goldberg D. The 17th Australian Joint Conference on Artificial Intelligence (Chapter: Sub-Structural Niching in Non-Stationary Environments). Lecture Notes in Artificial Intelligence vol. 3339 (2004), Springer-Verlag pp. 873-885
-
(2004)
Lecture Notes in Artificial Intelligence
, vol.3339
-
-
Sastry, K.1
Abbass, H.2
Goldberg, D.3
-
61
-
-
34848843301
-
-
M. Schoenauer, S. Xanthakis, Constraiuned GA optimisation, in: M. Kaufmann (Ed.), Proceeding of the Fifth ICGA, 1993, pp. 573-580.
-
-
-
-
63
-
-
38249015247
-
Relaxations for probabilistically constrained programs with discrete random variables
-
Sen S. Relaxations for probabilistically constrained programs with discrete random variables. Operations Research Letters 11 (1992) 81-86
-
(1992)
Operations Research Letters
, Issue.11
, pp. 81-86
-
-
Sen, S.1
-
65
-
-
34848907275
-
Constructing sets of uniformly tighter linear approximations for a chance-constraint
-
Seppala Y. Constructing sets of uniformly tighter linear approximations for a chance-constraint. Management Science 17 (1971) 736-749
-
(1971)
Management Science
, vol.17
, pp. 736-749
-
-
Seppala, Y.1
-
66
-
-
0021439552
-
Experimental study on the efficiency and accuracy of a chance-constrained programming algorithm
-
Seppala Y., and Orpana T. Experimental study on the efficiency and accuracy of a chance-constrained programming algorithm. European Journal of Operational Research 16 (1984) 345-357
-
(1984)
European Journal of Operational Research
, vol.16
, pp. 345-357
-
-
Seppala, Y.1
Orpana, T.2
-
67
-
-
0001530774
-
Asymptotic analysis of stochastic programs
-
Shapiro A. Asymptotic analysis of stochastic programs. Annals of Operations Research 30 (1991) 169-186
-
(1991)
Annals of Operations Research
, Issue.30
, pp. 169-186
-
-
Shapiro, A.1
-
68
-
-
0034550507
-
On rate of convergence of Monte Carlo approximations of stochastic programs
-
Shapiro A., and de Mello T.H. On rate of convergence of Monte Carlo approximations of stochastic programs. SIAM Journal on Optimization 11 1 (2000) 70-86
-
(2000)
SIAM Journal on Optimization
, vol.11
, Issue.1
, pp. 70-86
-
-
Shapiro, A.1
de Mello, T.H.2
-
69
-
-
0014534894
-
L-Shaped linear programs with application to optimal control and stochastic programming
-
Slyke R.V., and Wets R.J.-B. L-Shaped linear programs with application to optimal control and stochastic programming. SIAM Journal on Applied Mathematics 17 (1969) 638-663
-
(1969)
SIAM Journal on Applied Mathematics
, vol.17
, pp. 638-663
-
-
Slyke, R.V.1
Wets, R.J.-B.2
-
70
-
-
34848815495
-
-
J. Smith, Optimizing platform survivability using a chance constrained linear program, in: US Army Ground Vehicle Survivability Symposium. Survivability/lethality Analysis Directorate, Munitions and Platform Branch, White Sands Missile Range, NM, 1999.
-
-
-
-
72
-
-
0032339992
-
Modelling aspects of distributed processing in telecommunication networks
-
Tomasgard A., Dye S., Wallace S., Audestad J., and Stougie L. Modelling aspects of distributed processing in telecommunication networks. Annals of Operations Research 82 (1998) 161-184
-
(1998)
Annals of Operations Research
, vol.82
, pp. 161-184
-
-
Tomasgard, A.1
Dye, S.2
Wallace, S.3
Audestad, J.4
Stougie, L.5
-
73
-
-
0002041932
-
Minimum-cost cattle feed under probabilistic protein constraints
-
van de Panne C. Minimum-cost cattle feed under probabilistic protein constraints. Management Science 9 3 (1963) 405-430
-
(1963)
Management Science
, vol.9
, Issue.3
, pp. 405-430
-
-
van de Panne, C.1
-
74
-
-
34848835894
-
-
M. van der Vlerk, http://mally.eco.rug.nl/lnmb/cases.pdf.
-
-
-
-
75
-
-
34848858079
-
-
M. van der Vlerk, Integrated chance constraints in an ALM model for pension funds, Technical Report 03A21, University of Groningen, Research Institute SOM (Systems, Organisations and Management), 2003.
-
-
-
-
77
-
-
0040820269
-
A cutting plane approach for chance constrained linear program
-
Weintraub A., and Vera J. A cutting plane approach for chance constrained linear program. Operations Research 39 5 (1991) 770-776
-
(1991)
Operations Research
, vol.39
, Issue.5
, pp. 770-776
-
-
Weintraub, A.1
Vera, J.2
-
78
-
-
0029636125
-
A linear approximation method for solving a special class of the chance constrained programming problem
-
Yahia M., and Daneshmand A. A linear approximation method for solving a special class of the chance constrained programming problem. European Journal of Operational Research 80 (1995) 213-225
-
(1995)
European Journal of Operational Research
, vol.80
, pp. 213-225
-
-
Yahia, M.1
Daneshmand, A.2
|