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Volumn 6, Issue 1, 2016, Pages

Uncertainty representation method for open pit optimization results due to variation in mineral prices

Author keywords

Monte Carlo simulation; Open pit optimization; Ore reserve estimation; Revenue factor; Uncertainty

Indexed keywords


EID: 84959253493     PISSN: None     EISSN: 2075163X     Source Type: Journal    
DOI: 10.3390/min6010017     Document Type: Article
Times cited : (18)

References (48)
  • 2
    • 0016972463 scopus 로고
    • Maximal closure of a graph and applications to combinatorial problems
    • [CrossRef]
    • Picard, J.C. Maximal closure of a graph and applications to combinatorial problems. J. Manag. Sci. 1976, 22, 1268–1272. [CrossRef]
    • (1976) J. Manag. Sci , vol.22 , pp. 1268-1272
    • Picard, J.C.1
  • 5
    • 0024069402 scopus 로고
    • An application of discrete mathematics in the design of an open pit mine
    • [CrossRef]
    • Caccetta, L.; Giannini, L.M. An application of discrete mathematics in the design of an open pit mine. Discrete Appl. Math. 1988, 21, 1–19. [CrossRef]
    • (1988) Discrete Appl. Math , vol.21 , pp. 1-19
    • Caccetta, L.1    Giannini, L.M.2
  • 8
    • 0027601871 scopus 로고
    • Open-pit optimization–Part 1: Optimal open pit design
    • Dowd, P.A.; Onur, A.H. Open-pit optimization–Part 1: Optimal open pit design. Trans. Inst. Min. Metall. 1993, 102, A95–A104.
    • (1993) Trans. Inst. Min. Metall , vol.102 , pp. A95-A104
    • Dowd, P.A.1    Onur, A.H.2
  • 10
    • 0032072202 scopus 로고    scopus 로고
    • Mathematical programming viewpoint for solving the ultimate pit problem
    • [CrossRef]
    • Underwood, R.; Tolwinski, B. A mathematical programming viewpoint for solving the ultimate pit problem. Eur. J. Oper. Res. 1998, 107, 96–107. [CrossRef]
    • (1998) Eur. J. Oper. Res , vol.107 , pp. 96-107
    • Underwood, R.1    Tolwinski, B.A.2
  • 11
    • 0034313704 scopus 로고    scopus 로고
    • Performance analysis and best implementations of old and new algorithms for the open-pit mining problem
    • [CrossRef]
    • Hochbaum, D.S.; Chen, A. Performance analysis and best implementations of old and new algorithms for the open-pit mining problem. Oper. Res. 2000, 48, 894–914. [CrossRef]
    • (2000) Oper. Res , vol.48 , pp. 894-914
    • Hochbaum, D.S.1    Chen, A.2
  • 12
    • 0020735786 scopus 로고
    • Mine scheduling optimization with mixed integer programming
    • Gershon, M.E. Mine scheduling optimization with mixed integer programming. Min. Eng. 1983, 35, 351–354.
    • (1983) Min. Eng , vol.35 , pp. 351-354
    • Gershon, M.E.1
  • 13
    • 0022046192 scopus 로고
    • A production problem in phosphate mining
    • [CrossRef]
    • Busnach, E.; Mehrez, A.; Sinuany-Stern, Z. A production problem in phosphate mining. J. Oper. Res. Soc. 1985, 36, 285–288. [CrossRef]
    • (1985) J. Oper. Res. Soc , vol.36 , pp. 285-288
    • Busnach, E.1    Mehrez, A.2    Sinuany-Stern, Z.3
  • 14
    • 0012299968 scopus 로고
    • Heuristic approaches for mine planning and production scheduling
    • [CrossRef]
    • Gershon, M. Heuristic approaches for mine planning and production scheduling. Int. J. Min. Geol. Eng. 1987, 5, 1–13. [CrossRef]
    • (1987) Int. J. Min. Geol. Eng , vol.5 , pp. 1-13
    • Gershon, M.1
  • 15
    • 77955551628 scopus 로고    scopus 로고
    • A hybrid heuristic algorithm for the open-pit mining operational planning problem
    • [CrossRef]
    • Souza, M.J.F.; Coelho, I.M.; Ribas, S.; Santos, H.G.; Merschmann, L.H.C. A hybrid heuristic algorithm for the open-pit mining operational planning problem. Eur. J. Oper. Res. 2010, 207, 1041–1051. [CrossRef]
    • (2010) Eur. J. Oper. Res , vol.207 , pp. 1041-1051
    • Souza, M.J.F.1    Coelho, I.M.2    Ribas, S.3    Santos, H.G.4    Merschmann, L.H.C.5
  • 16
    • 79960130500 scopus 로고    scopus 로고
    • A sliding time window heuristic for open pit mine blcok sequencing
    • [CrossRef]
    • Cullenbine, C.; Wood, R.K.; Newman, A. A sliding time window heuristic for open pit mine blcok sequencing. Optim. Lett. 2011, 5, 365–377. [CrossRef]
    • (2011) Optim. Lett , vol.5 , pp. 365-377
    • Cullenbine, C.1    Wood, R.K.2    Newman, A.3
  • 17
    • 84864689440 scopus 로고    scopus 로고
    • New algorithm for the open-pit mine scheduling problem
    • [CrossRef]
    • Chicoisne, R.; Espinoza, D.; Goycoolea, M.; Moreno, E.; Rubio, E. A new algorithm for the open-pit mine scheduling problem. Oper. Res. 2012, 60, 517–528. [CrossRef]
    • (2012) Oper. Res , vol.60 , pp. 517-528
    • Chicoisne, R.1    Espinoza, D.2    Goycoolea, M.3    Moreno, E.4    Rubio, E.A.5
  • 19
    • 0028121944 scopus 로고
    • Open-pit design and scheduling by use of genetic algorithms
    • Dendy, B.; Schofield, D. Open-pit design and scheduling by use of genetic algorithms. Trans. Inst. Min. Metall. 1994, 103, A21–A26.
    • (1994) Trans. Inst. Min. Metall , vol.103 , pp. A21-A26
    • Dendy, B.1    Schofield, D.2
  • 21
    • 0029419666 scopus 로고
    • Open pit mine design and extraction sequencing by use of OR and AI concepts
    • [CrossRef]
    • Elevli, B. Open pit mine design and extraction sequencing by use of OR and AI concepts. Int. J. Surf. Min. Reclam. Environ. 1995, 9, 149–153. [CrossRef]
    • (1995) Int. J. Surf. Min. Reclam. Environ , vol.9 , pp. 149-153
    • Elevli, B.1
  • 22
    • 85040395486 scopus 로고    scopus 로고
    • Scheduling algorithm for open pit mines
    • [CrossRef]
    • Tolwinski, B.; Underwood, R. A scheduling algorithm for open pit mines. IMA J. Manag. Math. 1996, 7, 247–270. [CrossRef]
    • (1996) IMA J. Manag. Math , vol.7 , pp. 247-270
    • Tolwinski, B.1    Underwood, R.A.2
  • 23
    • 0042929889 scopus 로고    scopus 로고
    • An application of branch and cut to open pit mine scheduling
    • [CrossRef]
    • Caccetta, L.; Hill, S.P. An application of branch and cut to open pit mine scheduling. J. Glob. Optim. 2003, 27, 349–365. [CrossRef]
    • (2003) J. Glob. Optim. , vol.27 , pp. 349-365
    • Caccetta, L.1    Hill, S.P.2
  • 24
    • 54449094718 scopus 로고    scopus 로고
    • LP-based disaggregation approaches to solving the open pit mining production scheduling problem with block processing selectivity
    • [CrossRef]
    • Boland, N.; Dumitrescu, I.; Foyland, G.; Gleixner, M. LP-based disaggregation approaches to solving the open pit mining production scheduling problem with block processing selectivity. Comput. Oper. Res. 2009, 36, 1064–1089. [CrossRef]
    • (2009) Comput. Oper. Res , vol.36 , pp. 1064-1089
    • Boland, N.1    Dumitrescu, I.2    Foyland, G.3    Gleixner, M.4
  • 26
    • 22744454162 scopus 로고    scopus 로고
    • A simulated annealing approach to mine production scheduling
    • [CrossRef]
    • Kumral, M.; Dowd, P.A. A simulated annealing approach to mine production scheduling. J. Oper. Res. Soc. 2005, 56, 922–930. [CrossRef]
    • (2005) J. Oper. Res. Soc , vol.56 , pp. 922-930
    • Kumral, M.1    Dowd, P.A.2
  • 27
    • 33750463056 scopus 로고    scopus 로고
    • The new fundamental tree algorithm for production scheduling of open pit mines
    • [CrossRef]
    • Ramazan, S. The new fundamental tree algorithm for production scheduling of open pit mines. Eur. J. Oper. Res. 2007, 177, 1153–1166. [CrossRef]
    • (2007) Eur. J. Oper. Res , vol.177 , pp. 1153-1166
    • Ramazan, S.1
  • 28
    • 75449087521 scopus 로고    scopus 로고
    • A strengthened formulation and cutting planes for the open pit mine production scheduling problem
    • [CrossRef]
    • Bley, A.; Boland, N.; Fricke, C.; Froyland, G. A strengthened formulation and cutting planes for the open pit mine production scheduling problem. Comput. Oper. Res. 2010, 37, 1641–1647. [CrossRef]
    • (2010) Comput. Oper. Res , vol.37 , pp. 1641-1647
    • Bley, A.1    Boland, N.2    Fricke, C.3    Froyland, G.4
  • 29
    • 84944080907 scopus 로고    scopus 로고
    • New graph-based algorithms to efficiently solve large scale open pit mining optimisation problems
    • [CrossRef]
    • Liu, S.Q.; Kozan, E. New graph-based algorithms to efficiently solve large scale open pit mining optimisation problems. Expert Syst. Appl. 2016, 43, 59–65. [CrossRef]
    • (2016) Expert Syst. Appl , vol.43 , pp. 59-65
    • Liu, S.Q.1    Kozan, E.2
  • 32
    • 33750081068 scopus 로고    scopus 로고
    • Estimating the volatility of mining projects considering price and operating cost uncertainties
    • [CrossRef]
    • Costa Lima, G.A.; Suslick, S.B. Estimating the volatility of mining projects considering price and operating cost uncertainties. J. Resour. Policy 2006, 31, 86–94. [CrossRef]
    • (2006) J. Resour. Policy , vol.31 , pp. 86-94
    • Costa Lima, G.A.1    Suslick, S.B.2
  • 33
    • 33645821456 scopus 로고    scopus 로고
    • A chance-constrained programming approach for open pit long-term production scheduling in stochastic environments
    • Golamnejad, J.; Osanloo, M.; Karimi, B. A chance-constrained programming approach for open pit long-term production scheduling in stochastic environments. J. S. Afr. Inst. Min. Metall. 2006, 106, 105–114.
    • (2006) J. S. Afr. Inst. Min. Metall , vol.106 , pp. 105-114
    • Golamnejad, J.1    Osanloo, M.2    Karimi, B.3
  • 34
    • 35448937145 scopus 로고    scopus 로고
    • Evaluating mine plans under uncertainty: Can the real options make a difference
    • [CrossRef]
    • Dimitrakopoulos, R.; Abdel Sabour, S.A. Evaluating mine plans under uncertainty: Can the real options make a difference? J. Resour. Policy 2007, 32, 116–125. [CrossRef]
    • (2007) J. Resour. Policy , vol.32 , pp. 116-125
    • Dimitrakopoulos, R.1    Abdel Sabour, S.A.2
  • 35
    • 77952352192 scopus 로고    scopus 로고
    • Stochastic optimization of long term production scheduling for open pit mines with a new integer programming formulation
    • Perth, Australia, 22–24 November
    • Ramazan, S.; Dimitrakopoulos, R. Stochastic optimization of long term production scheduling for open pit mines with a new integer programming formulation. In Proceedings of the Orebody Modelling and Strategic Mining Planning Symposium, Perth, Australia, 22–24 November 2004.
    • (2004) Proceedings of the Orebody Modelling and Strategic Mining Planning Symposium
    • Ramazan, S.1    Dimitrakopoulos, R.2
  • 37
    • 84921271532 scopus 로고    scopus 로고
    • Determination of ultimate pit limits in open mines using real option approach. IUST
    • Akbari, A.D.; Osanloo, M.; Shirazi, M.A. Determination of ultimate pit limits in open mines using real option approach. IUST Int. J. Eng. Sci. 2008, 19, 23–38.
    • (2008) Int. J. Eng. Sci , vol.19 , pp. 23-38
    • Akbari, A.D.1    Osanloo, M.2    Shirazi, M.A.3
  • 38
    • 77958602828 scopus 로고    scopus 로고
    • Algorithmic approach to pushback design based on stochastic programming: Method, application and comparisons
    • Albor, F.; Dimitrakopoulos, R. Algorithmic approach to pushback design based on stochastic programming: Method, application and comparisons. Trans. Inst. Min. Metall. 2010, 119, 88–101.
    • (2010) Trans. Inst. Min. Metall. , vol.119 , pp. 88-101
    • Albor, F.1    Dimitrakopoulos, R.2
  • 39
    • 80855138603 scopus 로고    scopus 로고
    • Incorporating geological and market uncertainties and operational flexibility into open pit mine design
    • [CrossRef]
    • Abdel Sabour, S.A.; Dimitrakopoulos, R. Incorporating geological and market uncertainties and operational flexibility into open pit mine design. J. Min. Sci. 2011, 47, 191–201. [CrossRef]
    • (2011) J. Min. Sci , vol.47 , pp. 191-201
    • Abdel Sabour, S.A.1    Dimitrakopoulos, R.2
  • 40
    • 84865580978 scopus 로고    scopus 로고
    • Mineral reserves under price uncertainty
    • [CrossRef]
    • Evatt, G.W.; Soltan, M.O.; Johnson, P.V. Mineral reserves under price uncertainty. Resour. Policy 2012, 37, 340–345. [CrossRef]
    • (2012) Resour. Policy , vol.37 , pp. 340-345
    • Evatt, G.W.1    Soltan, M.O.2    Johnson, P.V.3
  • 41
    • 84863988482 scopus 로고    scopus 로고
    • A diversified Tabu search approach for the open-pit mine production scheduling problem with metal uncertainty
    • [CrossRef]
    • Lamghari, A.; Dimitrakopoulos, R. A diversified Tabu search approach for the open-pit mine production scheduling problem with metal uncertainty. Eur. J. Oper. Res. 2012, 222, 642–652. [CrossRef]
    • (2012) Eur. J. Oper. Res , vol.222 , pp. 642-652
    • Lamghari, A.1    Dimitrakopoulos, R.2
  • 42
    • 84866103318 scopus 로고    scopus 로고
    • Implementing a parametric maximum flow algorithm for optimal open pit mine design under uncertain supply and demand
    • [CrossRef]
    • Asad, M.W.A.; Dimitrakopoulos, R. Implementing a parametric maximum flow algorithm for optimal open pit mine design under uncertain supply and demand. J. Oper. Res. Soc. 2013, 64, 185–197. [CrossRef]
    • (2013) J. Oper. Res. Soc. , vol.64 , pp. 185-197
    • Asad, M.W.A.1    Dimitrakopoulos, R.2
  • 44
    • 84913585501 scopus 로고    scopus 로고
    • Optimizing mining rates under financial uncertainty in global mining complexes
    • [CrossRef]
    • Kizilkale, A.C.; Dimitrakopoulos, R. Optimizing mining rates under financial uncertainty in global mining complexes. Int. J. Prod. Econ. 2014, 158, 359–365. [CrossRef]
    • (2014) Int. J. Prod. Econ , vol.158 , pp. 359-365
    • Kizilkale, A.C.1    Dimitrakopoulos, R.2
  • 46
    • 84901936590 scopus 로고    scopus 로고
    • A new algorithm for optimum open pit design: Floating cone method III
    • Elahizeyni, E.; Kakaie, R.; Yousefi, A. A new algorithm for optimum open pit design: Floating cone method III. J. Min. Environ. 2011, 2, 118–125.
    • (2011) J. Min. Environ. , vol.2 , pp. 118-125
    • Elahizeyni, E.1    Kakaie, R.2    Yousefi, A.3


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