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Linear optimization for ecological indices based on aggregation functions
conference contribution
posted on 2016-01-01, 00:00 authored by Gleb BeliakovGleb Beliakov, Andrew Geschke, Simon JamesSimon James, D NimmoWe 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.
History
Event
Information processing and management of uncertainty in knowledge-based systems. Conference (16th : 2016 : Eindhoven, The Netherlands)Source
Information processing and management of uncertainty in knowledge-based systemsVolume
611Series
Communications in computer and information sciencePagination
411 - 422Publisher
SpringerLocation
Eindhoven, The NetherlandsPlace of publication
Cham, SwitzerlandPublisher DOI
Start date
2016-06-20End date
2016-06-24ISSN
1865-0929eISSN
1865-0937ISBN-13
9783319405803Language
engPublication classification
E Conference publication; E1 Full written paper - refereedCopyright notice
2016, Springer International Publishing SwitzerlandExtent
67Editor/Contributor(s)
J Carvalho, M Lesot, U Kaymak, S Vieira, B Bouchon-Meunier, R YagerTitle of proceedings
16th International Conference, IPMU 2016 Eindhoven, The Netherlands, June 20–24, 2016 Proceedings, Part IIUsage metrics
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