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Linear optimization for ecological indices based on aggregation functions

Version 2 2024-06-04, 03:29
Version 1 2016-08-31, 10:26
conference contribution
posted on 2024-06-04, 03:29 authored by Gleb BeliakovGleb Beliakov, A Geschke, Simon JamesSimon James, D Nimmo
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.

History

Volume

611

Pagination

411-422

Location

Eindhoven, The Netherlands

Start date

2016-06-20

End date

2016-06-24

ISSN

1865-0929

eISSN

1865-0937

ISBN-13

9783319405803

Language

eng

Publication classification

E Conference publication, E1 Full written paper - refereed

Copyright notice

2016, Springer International Publishing Switzerland

Extent

67

Editor/Contributor(s)

Carvalho J, Lesot M, Kaymak U, Vieira S, Bouchon-Meunier B, Yager R

Title of proceedings

16th International Conference, IPMU 2016 Eindhoven, The Netherlands, June 20–24, 2016 Proceedings, Part II

Event

Information processing and management of uncertainty in knowledge-based systems. Conference (16th : 2016 : Eindhoven, The Netherlands)

Publisher

Springer

Place of publication

Cham, Switzerland

Series

Communications in computer and information science