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The Generalized Reserve Set Covering Problem with Connectivity and Buffer Requirements

The generalized reserve set covering problem with connectivity and buffer requirements
Authors: Eduardo Álvarez-Miranda; Marcos Goycoolea; Ivana Ljubic; Markus Sinnl;

The Generalized Reserve Set Covering Problem with Connectivity and Buffer Requirements

Abstract

The design of nature reserves is becoming, more and more, a crucial task for ensuring the conservation of endangered wildlife. In order to guarantee the preservation of species and a general ecological functioning, the designed reserves must typically verify a series of spatial requirements. Among the required characteristics, practitioners and researchers have pointed out two crucial aspects: (i) connectivity, so as to avoid spatial fragmentation, and (ii) the design of buffer zones surrounding (or protecting) so-called core areas. In this paper, we introduce the Generalized Reserve Set Covering Problem with Connectivity and Buffer Requirements. This problem extends the classical Reserve Set Covering Problem and allows to address these two requirements simultaneously. A solution framework based on Integer Linear Programming and branch-and-cut is developed. The framework is enhanced by valid inequalities, a construction and a primal heuristic and local branching. An extensive computational study on grid-graph instances and real-life instances based on data from three states of the U.S. and one region of Australia is carried out to assess the suitability of the proposed model to deal with the challenges faced by decision-makers in natural reserve design. The results show, on the one hand, the flexibility of the proposed models to provide solutions according to the decision-makers' requirements, and on the other hand, the effectiveness of the devised algorithm for providing' good solutions in reasonable computing times.

Accepted for publication in European Journal of Operational Research; doi: 10.1016/j.ejor.2019.07.017

Keywords

Combinatorial optimization, wildlife reserve design, Programming involving graphs or networks, branch-and-cut, Mixed integer programming, Optimization and Control (math.OC), maximum weight connected subgraph problem, FOS: Mathematics, combinatorial optimization, Mathematics - Optimization and Control, reserve set covering problem

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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