A continuous framework for open pit mine planning

作者: Felipe Alvarez , Jorge Amaya , Andreas Griewank , Nikolai Strogies

DOI: 10.1007/S00186-010-0332-3

关键词: MathematicsMathematical optimizationBounded functionOpen-pit miningContinuous optimizationBinary decision diagramInteger programmingSequenceStability (learning theory)Lipschitz continuity

摘要: This paper proposes a new mathematical framework for the open pit mine planning problem, based on continuous functional analysis. The main challenge engineers is to determine sequence of nested profiles maximizing net present value mining operation. traditional models this problem have been constructed by using binary decision variables, giving rise large-scale combinatorial and Mixed Integer Programming problems. Instead, we use approach which allows refined imposition slope constraints associated with geotechnical stability. introduced here posed in suitable space, essentially real-valued functions that are Lipschitz given two dimensional bounded region. We derive existence results investigate qualitative properties solutions.

参考文章(16)
Jacques A. Ferland, Jorge Amaya, Melody Suzy Djuimo, Application of a Particle Swarm Algorithm to the Capacitated Open Pit Mining Problem Springer Berlin Heidelberg. pp. 127- 133 ,(2007) , 10.1007/978-3-540-73424-6_15
R Epstein, J Karlsson, M Rönnqvist, A Weintraub, C Romero, T Bjørndal, J Miranda, HANDBOOK OF OPERATIONS RESEARCH IN NATURAL RESOURCES Springer Science+Business Media. ,(2007)
J. Borwein, R. Goebel, Notions of relative interior in Banach spaces Journal of Mathematical Sciences. ,vol. 115, pp. 2542- 2553 ,(2003) , 10.1023/A:1022988116044
Louis Caccetta, Stephen P. Hill, An Application of Branch and Cut to Open Pit Mine Scheduling Journal of Global Optimization. ,vol. 27, pp. 349- 365 ,(2003) , 10.1023/A:1024835022186
Mark Kuchta, W. Hustrulid, Open Pit Mine: Planning and Design ,(1979)
Louis Caccetta, Application of Optimisation Techniques in Open Pit Mining International Series In Operations Research amp; Mana. pp. 547- 559 ,(2007) , 10.1007/978-0-387-71815-6_29
L.M. Giannini, Optimum design of open pit mines Bulletin of The Australian Mathematical Society. ,vol. 43, pp. 349- 350 ,(1991) , 10.1017/S0004972700029154
J. M. Borwein, A. S. Lewis, Partially finite convex programming, Part I: Quasi relative interiors and duality theory Mathematical Programming. ,vol. 57, pp. 15- 48 ,(1992) , 10.1007/BF01581072
Patrizia Daniele, Sofia Giuffrè, Giovanna Idone, Antonino Maugeri, Infinite Dimensional Duality and Applications Mathematische Annalen. ,vol. 339, pp. 221- 239 ,(2007) , 10.1007/S00208-007-0118-Y
D. Preiss, L. Zajíček, Directional derivatives of Lipschitz functions Israel Journal of Mathematics. ,vol. 125, pp. 1- 27 ,(2001) , 10.1007/BF02773371