The Generalized Reserve Set Covering Problem with Connectivity and Buffer Requirements
نویسندگان
چکیده
The design of nature reserves is becoming, more and more, a crucial task for ensuring the conservation endangered wildlife. In order to guarantee preservation species general ecological functioning, designed must typically verify series spatial requirements. Among required characteristics, practitioners researchers have pointed out two aspects: (i) connectivity, so as avoid fragmentation, (ii) buffer zones surrounding (or protecting) so-called core areas. this paper, we introduce Generalized Reserve Set Covering Problem with Connectivity Buffer Requirements. This problem extends classical allows address these requirements simultaneously. A solution framework based on Integer Linear Programming branch-and-cut developed. enhanced by valid inequalities, construction primal heuristic local branching. are presented in modular way allow select constraints fitting their needs analyze effect e.g., only enforcing connectivity or zones. An extensive computational study grid-graph instances real-life data from three states U.S. one region Australia carried assess suitability proposed model deal challenges faced decision-makers natural reserve design. study, also effects structure solutions when just solving generalized version Problem. results show, hand, flexibility models provide according decision-makers’ requirements, other effectiveness devised algorithm providing good reasonable computing times.
منابع مشابه
A Local Branching Approach for the Set Covering Problem
The set covering problem (SCP) is a well-known combinatorial optimization problem. This paper investigates development of a local branching approach for the SCP. This solution strategy is exact in nature, though it is designed to improve the heuristic behavior of the mixed integer programming solver. The algorithm parameters are tuned by design of experiments approach. The proposed method is te...
متن کامل2 Set Covering Problem
In the previous lecture, we covered a series of online/offline edge-weighted Steiner tree/forest problems. This lecture extends the discussion to the node-weighted scope. In particular, we will study the nodeweighted Steiner tree/forest problem and introduce an offline O(logn)−approximation polynomial-time algorithm[KR95]. It is well known there is no polynormial-time algorithm that achieves o(...
متن کاملThe Generalized Covering Salesman Problem
Given a graph ( , ) G N E , the Covering Salesman Problem (CSP) is to identify the minimum length tour “covering” all the nodes. More specifically, it seeks the minimum length tour visiting a subset of the nodes in N such that each node i not on the tour is within a predetermined distance di of a node on the tour. In this paper, we define and develop a generalized version of the CSP, and refe...
متن کاملHeuristic and exact algorithms for Generalized Bin Covering Problem
In this paper, we study the Generalized Bin Covering problem. For this problem an exact algorithm is introduced which can nd optimal solution for small scale instances. To nd a solution near optimal for large scale instances, a heuristic algorithm has been proposed. By computational experiments, the eciency of the heuristic algorithm is assessed.
متن کاملA set-covering formulation for a drayage problem with single and double container loads
This paper addresses a drayage problem, which is motivated by the case study of a real carrier. Its trucks carry one or two containers from a port to importers and from exporters to the port. Since up to four customers can be served in each route, we propose a set-covering formulation for this problem where all possible routes are enumerated. This model can be efficiently solved to optimality b...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: European Journal of Operational Research
سال: 2021
ISSN: ['1872-6860', '0377-2217']
DOI: https://doi.org/10.1016/j.ejor.2019.07.017