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Volumn 246, Issue 1, 2015, Pages 20-33

Solving stochastic resource-constrained project scheduling problems by closed-loop approximate dynamic programming

Author keywords

Approximate dynamic programming; Resource constrained project scheduling; Simulation; Stochastic scheduling; Uncertain task durations

Indexed keywords

BENCHMARKING; COMPUTER PROGRAMMING; CONSTRAINT THEORY; PROBABILITY DISTRIBUTIONS; SCHEDULING; STOCHASTIC SYSTEMS; TABLE LOOKUP;

EID: 84930082767     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2015.04.015     Document Type: Article
Times cited : (90)

References (62)
  • 1
    • 79958767420 scopus 로고    scopus 로고
    • New competitive results for the stochastic resource-constrained project scheduling problem: Exploring the benfits of pre-processing
    • Ashtiani B., Leus R., Aryanezhad M.-B. New competitive results for the stochastic resource-constrained project scheduling problem: Exploring the benfits of pre-processing Journal of Scheduling 14 2 2011 157 171
    • (2011) Journal of Scheduling , vol.14 , Issue.2 , pp. 157-171
    • Ashtiani, B.1    Leus, R.2    Aryanezhad, M.-B.3
  • 2
    • 84970257715 scopus 로고
    • A simulation approach to PERT network analysis
    • Badiru A.B. A simulation approach to PERT network analysis Simulation 57 1991 245 255
    • (1991) Simulation , vol.57 , pp. 245-255
    • Badiru, A.B.1
  • 3
    • 34249902481 scopus 로고    scopus 로고
    • When it is worthwhile to work with the stochastic RCPSP
    • Ballestin F. When it is worthwhile to work with the stochastic RCPSP Journal of Scheduling 10 2007 153 166
    • (2007) Journal of Scheduling , vol.10 , pp. 153-166
    • Ballestin, F.1
  • 4
    • 68149180623 scopus 로고    scopus 로고
    • Resource-constrained project scheduling for timely project completion with stochastic activity durations
    • Ballestin F., Leus R. Resource-constrained project scheduling for timely project completion with stochastic activity durations Production and Operations Management 18 4 2009 459 474
    • (2009) Production and Operations Management , vol.18 , Issue.4 , pp. 459-474
    • Ballestin, F.1    Leus, R.2
  • 7
    • 0003787146 scopus 로고
    • Princeton University Press Princeton, NJ
    • Bellman R. Dynamic programming 1957 Princeton University Press Princeton, NJ
    • (1957) Dynamic Programming
    • Bellman, R.1
  • 9
    • 85003740908 scopus 로고    scopus 로고
    • Rollout algorithms for discrete optimization: A survey
    • P.M. Pardalos D.-Z. Du R.L. Graham Springer
    • Bertsekas D. Rollout algorithms for discrete optimization: A survey P.M. Pardalos D.-Z. Du R.L. Graham Handbook of combinatorial optimization 2013 Springer 2989 3013
    • (2013) Handbook of Combinatorial Optimization , pp. 2989-3013
    • Bertsekas, D.1
  • 10
    • 0344672463 scopus 로고    scopus 로고
    • Rollout algorithms for stochastic scheduling problems
    • Bertsekas D., Castanon D.A. Rollout algorithms for stochastic scheduling problems Journal of Heuristics 5 1 1999 89 108
    • (1999) Journal of Heuristics , vol.5 , Issue.1 , pp. 89-108
    • Bertsekas, D.1    Castanon, D.A.2
  • 12
    • 0031272681 scopus 로고    scopus 로고
    • Rollout algorithms for combinatorial optimization
    • Bertsekas D., Tsitsiklis J.N., Wu C. Rollout algorithms for combinatorial optimization Journal of Heuristics 3 3 1997 245 262
    • (1997) Journal of Heuristics , vol.3 , Issue.3 , pp. 245-262
    • Bertsekas, D.1    Tsitsiklis, J.N.2    Wu, C.3
  • 13
    • 0042941959 scopus 로고    scopus 로고
    • Revenue management in a dynamic network environment
    • Bertsimas D.J., Popescu I. Revenue management in a dynamic network environment Transportation Science 37 3 2003 257 277
    • (2003) Transportation Science , vol.37 , Issue.3 , pp. 257-277
    • Bertsimas, D.J.1    Popescu, I.2
  • 14
    • 84867925682 scopus 로고    scopus 로고
    • Scheduling and constraint propagation
    • Brucker P. Scheduling and constraint propagation Discrete Applied Mathematics 123 1-3 2002 227 256
    • (2002) Discrete Applied Mathematics , vol.123 , Issue.1-3 , pp. 227-256
    • Brucker, P.1
  • 15
    • 79251606504 scopus 로고    scopus 로고
    • A heuristic approach for resource constrained project scheduling with uncertain activity durations
    • Bruni M.E., Beraldi P., Guerrero F.M., Pinto E. A heuristic approach for resource constrained project scheduling with uncertain activity durations Computers & Operations Research 38 9 2011 1305 1318
    • (2011) Computers & Operations Research , vol.38 , Issue.9 , pp. 1305-1318
    • Bruni, M.E.1    Beraldi, P.2    Guerrero, F.M.3    Pinto, E.4
  • 16
    • 1942532245 scopus 로고    scopus 로고
    • Dynamic programming in a heuristically confined state space: A stochastic resource-constrained project scheduling application
    • Choi J., Realff M.J., Lee J.H. Dynamic programming in a heuristically confined state space: A stochastic resource-constrained project scheduling application Computers & Chemical Engineering 28 2004 1039 1058
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1039-1058
    • Choi, J.1    Realff, M.J.2    Lee, J.H.3
  • 17
    • 38549091692 scopus 로고    scopus 로고
    • A decomposition-based genetic algorithm for the resource-constrained project-scheduling problem
    • Debels D., Vanhoucke M. A decomposition-based genetic algorithm for the resource-constrained project-scheduling problem Operations Research 55 3 2007 457 469
    • (2007) Operations Research , vol.55 , Issue.3 , pp. 457-469
    • Debels, D.1    Vanhoucke, M.2
  • 21
    • 0021469459 scopus 로고
    • Determining the K most critical paths in PERT networks
    • Dodin B. Determining the K most critical paths in PERT networks Operations Research 32 4 1984 859 877
    • (1984) Operations Research , vol.32 , Issue.4 , pp. 859-877
    • Dodin, B.1
  • 22
    • 84868302310 scopus 로고    scopus 로고
    • A practical and accurate alternative to PERT
    • J. Jozefowska J. Weglarz Springer
    • Dodin B. A practical and accurate alternative to PERT J. Jozefowska J. Weglarz Perspectives in modern project scheduling 2006 Springer 3 24
    • (2006) Perspectives in Modern Project Scheduling , pp. 3-24
    • Dodin, B.1
  • 23
    • 0034296143 scopus 로고    scopus 로고
    • A time-oriented branch-and-bound algorithm for resource-constrained project scheduling with generalized precedence constraints
    • Dorndorf U., Pesch E., Phan-Huy T. A time-oriented branch-and-bound algorithm for resource-constrained project scheduling with generalized precedence constraints Management Science 46 10 2000 1365 1384
    • (2000) Management Science , vol.46 , Issue.10 , pp. 1365-1384
    • Dorndorf, U.1    Pesch, E.2    Phan-Huy, T.3
  • 27
    • 0030270836 scopus 로고    scopus 로고
    • The role of the non-anticipativity constraint in commercial software for stochastic project scheduling
    • Fernandez A.A., Armacost R.L. The role of the non-anticipativity constraint in commercial software for stochastic project scheduling Computers & Chemical Engineering 31 1996 233 236
    • (1996) Computers & Chemical Engineering , vol.31 , pp. 233-236
    • Fernandez, A.A.1    Armacost, R.L.2
  • 28
    • 0032273138 scopus 로고    scopus 로고
    • Understanding simulation solutions to resource constrained project scheduling problems with stochastic task durations
    • Fernandez A.A., Armacost R.L., Pet-Edwards J.J. Understanding simulation solutions to resource constrained project scheduling problems with stochastic task durations Engineering Management Journal 10 4 1998 5 13
    • (1998) Engineering Management Journal , vol.10 , Issue.4 , pp. 5-13
    • Fernandez, A.A.1    Armacost, R.L.2    Pet-Edwards, J.J.3
  • 30
    • 0003926816 scopus 로고    scopus 로고
    • North River Press Great Barrington, MA
    • Goldratt E.M. Critical chain 1997 North River Press Great Barrington, MA
    • (1997) Critical Chain
    • Goldratt, E.M.1
  • 32
    • 0014477093 scopus 로고
    • Bounds on multiprocessing timing anomalies
    • Graham R.L. Bounds on multiprocessing timing anomalies SIAM Journal on Applied Mathematics 17 2 1966 416 429
    • (1966) SIAM Journal on Applied Mathematics , vol.17 , Issue.2 , pp. 416-429
    • Graham, R.L.1
  • 33
    • 0347110998 scopus 로고    scopus 로고
    • A stochastic branch-and-bound approach to activity crashing in project management
    • Gutjahr W.J., Strauss C., Wagner E. A stochastic branch-and-bound approach to activity crashing in project management INFORMS Journal on Computing 12 2 2000 125 135
    • (2000) INFORMS Journal on Computing , vol.12 , Issue.2 , pp. 125-135
    • Gutjahr, W.J.1    Strauss, C.2    Wagner, E.3
  • 34
    • 1542502674 scopus 로고    scopus 로고
    • Robust and reactive project scheduling: A review and classification of procedures
    • Herroelen W.S., Leus R. Robust and reactive project scheduling: A review and classification of procedures International Journal of Production Research 15 2004 1599 1620
    • (2004) International Journal of Production Research , vol.15 , pp. 1599-1620
    • Herroelen, W.S.1    Leus, R.2
  • 35
    • 0020497533 scopus 로고
    • Preselective strategies for the optimization of stochastic project networks under resource constraints
    • Igelmund G., Radermacher F.J. Preselective strategies for the optimization of stochastic project networks under resource constraints Networks 13 1 1983 1 28
    • (1983) Networks , vol.13 , Issue.1 , pp. 1-28
    • Igelmund, G.1    Radermacher, F.J.2
  • 36
    • 0020632498 scopus 로고
    • Algorithmic approaches to preselective strategies for stochastic scheduling problems
    • Igelmund G., Radermacher F.J. Algorithmic approaches to preselective strategies for stochastic scheduling problems Networks 13 1983 29 48
    • (1983) Networks , vol.13 , pp. 29-48
    • Igelmund, G.1    Radermacher, F.J.2
  • 37
    • 77649283579 scopus 로고    scopus 로고
    • Scheduling jobs sharing multiple resource under uncertainty: A stochastic programming approach
    • Keller B., Bayraksan G. Scheduling jobs sharing multiple resource under uncertainty: A stochastic programming approach IIE Transactions 42 1 2010 16 30
    • (2010) IIE Transactions , vol.42 , Issue.1 , pp. 16-30
    • Keller, B.1    Bayraksan, G.2
  • 38
    • 0030121479 scopus 로고    scopus 로고
    • Serial and parallel resource-constrained project scheduling methods revisited: Theory and computation
    • Kolisch R. Serial and parallel resource-constrained project scheduling methods revisited: Theory and computation European Journal of Operational Research 90 1996 320 333
    • (1996) European Journal of Operational Research , vol.90 , pp. 320-333
    • Kolisch, R.1
  • 39
    • 33845270624 scopus 로고    scopus 로고
    • Experimental investigation of heuristics resource-constrained project scheduling: An update
    • Kolisch R., Hartmann S. Experimental investigation of heuristics resource-constrained project scheduling: An update European Journal of Operational Research 174 1 2006 23 27
    • (2006) European Journal of Operational Research , vol.174 , Issue.1 , pp. 23-27
    • Kolisch, R.1    Hartmann, S.2
  • 41
    • 84930089823 scopus 로고    scopus 로고
    • Constraint programming based approximate dynamic programming for deterministic resource-constrained project scheduling
    • University of Missouri - St. Louis
    • Li, H. (2009). Constraint programming based approximate dynamic programming for deterministic resource-constrained project scheduling. Technical Report.College of Business Administration, University of Missouri - St. Louis.
    • (2009) Technical Report, College of Business Administration
    • Li, H.1
  • 42
    • 84930087043 scopus 로고    scopus 로고
    • An approximate dynamic programming algorithm for the resource-constrained project scheduling problem with stochastic task durations
    • University of Missouri - St. Louis
    • Li, H. (2011). An approximate dynamic programming algorithm for the resource-constrained project scheduling problem with stochastic task durations. Technical Report. College of Business Administration, University of Missouri - St. Louis.
    • (2011) Technical Report, College of Business Administration
    • Li, H.1
  • 43
    • 67349093890 scopus 로고    scopus 로고
    • Scheduling projects with multi-skilled personnel by a hybrid MILP/CP Benders decomposition algorithm
    • Li H., Womer K. Scheduling projects with multi-skilled personnel by a hybrid MILP/CP Benders decomposition algorithm Journal of Scheduling 12 3 2009 281 298
    • (2009) Journal of Scheduling , vol.12 , Issue.3 , pp. 281-298
    • Li, H.1    Womer, K.2
  • 44
    • 0001501655 scopus 로고
    • Applications of a technique for research and development program evaluation
    • Malcolm D.G., Roseboom J.H., Clark C.E., Fazar W. Applications of a technique for research and development program evaluation Operations Research 7 5 1959 646 669
    • (1959) Operations Research , vol.7 , Issue.5 , pp. 646-669
    • Malcolm, D.G.1    Roseboom, J.H.2    Clark, C.E.3    Fazar, W.4
  • 46
    • 18044403717 scopus 로고    scopus 로고
    • Linear preselective policies for stochastic project scheduling
    • Mohring R.H., Stork F. Linear preselective policies for stochastic project scheduling Mathematical Methods of Operations Research 52 3 2000 501 515
    • (2000) Mathematical Methods of Operations Research , vol.52 , Issue.3 , pp. 501-515
    • Mohring, R.H.1    Stork, F.2
  • 47
    • 0015742216 scopus 로고
    • Alternative methods of project scheduling with limited resources
    • Patterson J. Alternative methods of project scheduling with limited resources Naval Research Logistic 20 1973 767 784
    • (1973) Naval Research Logistic , vol.20 , pp. 767-784
    • Patterson, J.1
  • 50
    • 0035463693 scopus 로고    scopus 로고
    • A rollout policy for the vehicle routing problem with stochastic demands
    • Secomandi N. A rollout policy for the vehicle routing problem with stochastic demands Operations Research 48 5 2001 796 802
    • (2001) Operations Research , vol.48 , Issue.5 , pp. 796-802
    • Secomandi, N.1
  • 51
    • 77958059429 scopus 로고    scopus 로고
    • Expectation and chance-constrained models and algorithms for insuring critical paths
    • Shen S., Smith J.C., Ahmad S. Expectation and chance-constrained models and algorithms for insuring critical paths Management Science 56 10 2010 1794 1814
    • (2010) Management Science , vol.56 , Issue.10 , pp. 1794-1814
    • Shen, S.1    Smith, J.C.2    Ahmad, S.3
  • 53
    • 63449141834 scopus 로고    scopus 로고
    • An approximate dynamic programming algorithm for large-scale fleet management: A case application
    • Simao H.P., Day J., George A., Gifford T., Nienow J., Powell W.B. An approximate dynamic programming algorithm for large-scale fleet management: A case application Transportation Science 43 2 2009 178 197
    • (2009) Transportation Science , vol.43 , Issue.2 , pp. 178-197
    • Simao, H.P.1    Day, J.2    George, A.3    Gifford, T.4    Nienow, J.5    Powell, W.B.6
  • 54
    • 0000738834 scopus 로고
    • Monte Carlo methods and the PERT problem
    • Slyke V., Richard M. Monte Carlo methods and the PERT problem Operations Research 11 5 1963 839 860
    • (1963) Operations Research , vol.11 , Issue.5 , pp. 839-860
    • Slyke, V.1    Richard, M.2
  • 57
    • 21344480032 scopus 로고
    • Orthogonal array-based latin hypercubes
    • Tang B. Orthogonal array-based latin hypercubes Journal of American Statistical Association 88 424 1993 1392 1397
    • (1993) Journal of American Statistical Association , vol.88 , Issue.424 , pp. 1392-1397
    • Tang, B.1
  • 58
    • 33645566756 scopus 로고    scopus 로고
    • Dynamic-programming approximations for stochastic time-staged integer multicommodity-flow problems
    • Topaloglu H., Powell W.B. Dynamic-programming approximations for stochastic time-staged integer multicommodity-flow problems INFORMS Journal on Computing 18 1 2006 31 42
    • (2006) INFORMS Journal on Computing , vol.18 , Issue.1 , pp. 31-42
    • Topaloglu, H.1    Powell, W.B.2
  • 59
    • 0032210453 scopus 로고    scopus 로고
    • Using tabu search to schedule activities of stochastic resource-constrained projects
    • Tsai Y.-W., Gemmill D.D. Using tabu search to schedule activities of stochastic resource-constrained projects European Journal of Operational Research 111 1998 129 141
    • (1998) European Journal of Operational Research , vol.111 , pp. 129-141
    • Tsai, Y.-W.1    Gemmill, D.D.2
  • 62
    • 40249114872 scopus 로고    scopus 로고
    • Augmenting priority rule heuristics with justification and rollout to solve the resource-constrained project scheduling problem
    • Xu N., McKee S.A., Nozick L.K., Ufomata R. Augmenting priority rule heuristics with justification and rollout to solve the resource-constrained project scheduling problem Computers & Operations Research 35 2008 3284 3297
    • (2008) Computers & Operations Research , vol.35 , pp. 3284-3297
    • Xu, N.1    McKee, S.A.2    Nozick, L.K.3    Ufomata, R.4


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