Linear Optimization for Ecological Indices Based on Aggregation Functions.
Communications in Computer and Information Science(2016)
摘要
We consider an optimization problem in ecology where our objective is to maximize biodiversity with respect to different land-use allocations. As it turns out, the main problem can be framed as learning the weights of a weighted arithmetic mean where the objective is the geometric mean of its outputs. We propose methods for approximating solutions to this and similar problems, which are non-linear by nature, using linear and bilevel techniques.
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关键词
Aggregation functions,Linear programming,Weight learning,Ecology,Biodiversity
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