Multi-Objective Supervised Learning

Workshop paper presented at the Workshop on Multiobjective Problem-Solving from Nature, 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Reykjavik, Iceland, 9-13 September 2006 An extended version of this paper was subsequently published as a chapter in Multiobjective...

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Bibliographic Details
Main Author: Fieldsend, Jonathan E.
Format: Conference Object
Language:English
Published: 2006
Subjects:
Online Access:http://hdl.handle.net/10871/11785
Description
Summary:Workshop paper presented at the Workshop on Multiobjective Problem-Solving from Nature, 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Reykjavik, Iceland, 9-13 September 2006 An extended version of this paper was subsequently published as a chapter in Multiobjective Problem Solving from Nature (Springer), pp. 155-176; see: http://hdl.handle.net/10871/11569 This paper sets out a number of the popular areas from the literature in multi-objective supervised learning, along with simple examples. It continues by highlighting some specific areas of interest/concern when dealing with multi-objective supervised learning problems, and highlights future areas of potential research.