A branch-and-price-and-cut approach for sustainable crop rotation planning

被引:38
作者
Alfandari, Laurent [1 ]
Plateau, Agnes [2 ]
Schepler, Xavier [3 ]
机构
[1] ESSEC Business Sch, F-95021 Cergy Pontoise, France
[2] CNAM, CEDRIC, F-75141 Paris 03, France
[3] Normandie Univ, LITIS, LMAH 25, F-76058 Le Havre, France
关键词
OR in agriculture; Production planning; Integer programming; Decomposition; Column generation; DECOMPOSITION;
D O I
10.1016/j.ejor.2014.09.066
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we study a multi-periodic production planning problem in agriculture. This problem belongs to the class of crop rotation planning problems, which have received considerable attention in the literature in recent years. Crop cultivation and fallow periods must be scheduled on land plots over a given time horizon so as to minimize the total surface area of land used, while satisfying crop demands every period. This problem is proven strongly NP-hard. We propose a 0-1 linear programming formulation based on crop-sequence graphs. An extended formulation is then provided with a polynomial-time pricing problem, and a Branch-and-Price-and-Cut (BPC) algorithm is presented with adapted branching rules and cutting planes. The numerical experiments on instances varying the number of crops, periods and plots show the effectiveness of the BPC for the extended formulation compared to solving the compact formulation, even though these two formulations have the same linear relaxation bound. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:872 / 879
页数:8
相关论文
共 25 条
[1]   A MIP flow model for crop-rotation planning in a context of forest sustainable development [J].
Alfandari, L. ;
Lemalade, J. L. ;
Nagih, A. ;
Plateau, G. .
ANNALS OF OPERATIONS RESEARCH, 2011, 190 (01) :149-164
[2]  
Altieri M. A., 2018, AGROECOLOGY SCI SUST
[3]   Branch-and-price: Column generation for solving huge integer programs [J].
Barnhart, C ;
Johnson, EL ;
Nemhauser, GL ;
Savelsbergh, MWP ;
Vance, PH .
OPERATIONS RESEARCH, 1998, 46 (03) :316-329
[4]   Sustainable vegetable crop supply problem with perishable stocks [J].
Costa, Alysson M. ;
dos Santos, Lana Mara R. ;
Alem, Douglas J. ;
Santos, Ricardo H. S. .
ANNALS OF OPERATIONS RESEARCH, 2014, 219 (01) :265-283
[5]   SOLVING LARGE-SCALE ZERO-ONE LINEAR-PROGRAMMING PROBLEMS [J].
CROWDER, H ;
JOHNSON, EL ;
PADBERG, M .
OPERATIONS RESEARCH, 1983, 31 (05) :803-834
[6]   DECOMPOSITION PRINCIPLE FOR LINEAR-PROGRAMS [J].
DANTZIG, GB ;
WOLFE, P .
OPERATIONS RESEARCH, 1960, 8 (01) :101-111
[7]   Modelling optimal crop sequences using network flows [J].
Detlefsen, Nina K. ;
Jensen, Allan Leck .
AGRICULTURAL SYSTEMS, 2007, 94 (02) :566-572
[8]   Sustainable vegetable crop supply problem [J].
dos Santos, Lana Mara R. ;
Costa, Alysson M. ;
Arenales, Marcos N. ;
Santos, Ricardo Henrique S. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 204 (03) :639-647
[9]   Models to support cropping plan and crop rotation decisions. A review [J].
Dury, Jerome ;
Schaller, Noemie ;
Garcia, Frederick ;
Reynaud, Arnaud ;
Bergez, Jacques Eric .
AGRONOMY FOR SUSTAINABLE DEVELOPMENT, 2012, 32 (02) :567-580
[10]   THE CHOICE OF CROP-ROTATION - A MODELING APPROACH AND CASE-STUDY [J].
ELNAZER, T ;
MCCARL, BA .
AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1986, 68 (01) :127-136