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Comparing Exact and Heuristic Methods for Site Location Based on Multiple Attributes: An Afforestation Application
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Comparing Exact and Heuristic Methods for Site Location Based on Multiple Attributes: An Afforestation Application
Pablo Vanegas1 , Dirk Cattrysse1 and Jos Van Orshoven2 
| (1) |
Centre for Industrial Management, Katholieke Universiteit Leuven, Celestijnenlaan 300A, 3001 Heverlee, Leuven, |
| (2) |
Department of Earth and Environmental Science, Katholieke Universiteit Leuven, Celestijnenlaan 200E, 3001 Heverlee, Leuven, |
Abstract
This paper presents a mathematical formulation and a heuristic solution method in order to locate optimal sites for afforestation
of agricultural land. These sites must maximize levels of environmental performance, and must fulfill shape and size requirements.
Since the criteria involved in the problem are represented by means of raster structures, the sites are composed by a given
number of cells. The ultimate objective of this work is the development of a high performance heuristic able to find near
to optimal afforestation sites. For validating the heuristic approach, a comparison with the mathematical method is carried
out in limited sized areas within The Netherlands, Denmark, and Flanders. The comparison reveals that the heuristic is considerably
faster than the mathematical method, and that the objective values obtained with the two approaches are significantly similar.
Keywords Site Location - Heuristic - Exact Methods
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