Imposing Connectivity Constraints in Forest Planning Models

被引:97
作者
Carvajal, Rodolfo [1 ,2 ]
Constantino, Miguel [3 ]
Goycoolea, Marcos [2 ]
Vielma, Juan Pablo [4 ,5 ]
Weintraub, Andres [6 ,7 ]
机构
[1] Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USA
[2] Univ Adolfo Ibanez, Escuela Negocios, Santiago, Chile
[3] Univ Lisbon, Ctr Invest Operac, Fac Ciencias, P-1749016 Lisbon, Portugal
[4] MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
[5] Univ Pittsburgh, Dept Ind Engn, Pittsburgh, PA 15260 USA
[6] Univ Chile, Dept Ingn Ind, Santiago, Chile
[7] Inst Milenio Sistemas Complejos Ingn, Santiago, Chile
关键词
HARVEST SCHEDULING SUBJECT; COLLECTING STEINER PROBLEM; PROGRAMMING-MODEL; OLD-GROWTH; FRAGMENTATION; SELECTION; RESTRICTIONS; ADJACENCY; CRITERIA; AREAS;
D O I
10.1287/opre.2013.1183
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Connectivity requirements are a common component of forest planning models, with important examples arising in wildlife habitat protection. In harvest scheduling models, one way of addressing preservation concerns consists of requiring that large contiguous patches of mature forest are maintained. In the context of nature reserve design, it is common practice to select a connected region of forest, as a reserve, in such a way as to maximize the number of species and habitats protected. Although a number of integer programming formulations have been proposed for these forest planning problems, most are impractical in that they fail to solve reasonably sized scheduling instances. We present a new integer programming methodology and test an implementation of it on five medium-sized forest instances publicly available in the Forest Management Optimization Site repository. Our approach allows us to obtain near-optimal solutions for multiple time-period instances in fewer than four hours.
引用
收藏
页码:824 / 836
页数:13
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