Objective Function Designing Led by User Preferences Acquisition

Many real world problems can be defined as optimisation problems in which the aim is to maximise an objective function. The quality of obtained solution is directly linked to the pertinence of the used objective function. However, designing such function, which has to translate the user needs, is usually fastidious. In this paper, a method to help user objective functions designing is proposed. Our approach, which is highly interactive, is based on man machine dialogue and more particularly on the comparison of problem instance solutions by the user. We propose an experiment in the domain of cartographic generalisation that shows promising results.

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Additional Info

Field Value
Source International Conference on Information Technology and Applications
Author Taillandier, Patrick, Gaffuri, Julien
Maintainer CCSD
Last Updated May 21, 2026, 03:15 (UTC)
Created May 21, 2026, 03:15 (UTC)
Identifier hal-00690197
Language en
Rights https://about.hal.science/hal-authorisation-v1/
contributor Unité de modélisation mathématique et informatique des systèmes complexes [Bondy] (UMMISCO) ; Université Gaston Berger de Saint-Louis Sénégal (UGB)-Institut de Recherche pour le Développement (IRD)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Université de Yaoundé I (UY1)-Institut de la francophonie pour l'informatique-Université Cadi Ayyad = Cadi Ayyad University [Marrakech] (UCA)-Université Cheikh Anta Diop de Dakar [Sénégal] (UCAD)
coverage Hanoi, Vietnam
creator Taillandier, Patrick
date 2009-05-21T00:00:00
harvest_object_id 37bdeb45-b4e0-4d67-bb50-2bb2bd2bc56d
harvest_source_id 3374d638-d20b-4672-ba96-a23232d55657
harvest_source_title test moissonnage SELUNE
metadata_modified 2026-04-30T00:00:00
relation info:eu-repo/semantics/altIdentifier/arxiv/1204.4990
set_spec type:COMM