Integrated qualitativeness in design by multi-objective optimization and interactive evolutionary computation

Brintrup, Alexandra, Ramsden, Jeremy and Tiwari, Ashutosh (2005) Integrated qualitativeness in design by multi-objective optimization and interactive evolutionary computation. In: The IEEE Congress on Evolutionary Computation. Proceedings. IEEE, pp. 2154-2160. ISBN 0780393635

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Abstract

The concept of qualitativeness in design is an important one, and needs to be incorporated in the optimization process for a number of reasons outlined in this paper. interactive evolutionary computation and fuzzy systems are two of the widely used approaches for handling quanlitativeness in design optimization. This paper classifies the types of quantitativeness observed in design optimization, makes the case for their necessity, and proposes a novel framework for handling them, combining the two approaches in an evolutionary multi-objective optimization platform. Two components of the framework are tested using the floor-planning problem, and observations are reported. Future work is defined on the development of the framework.

Item Type: Book Section
Keywords: Computation; Systems; Optimization
Subject(s): Complexity
Centre: CABDyN Complexity Centre
Date Deposited: 27 Mar 2012 19:57
Last Modified: 23 Oct 2015 14:07
URI: http://eureka.sbs.ox.ac.uk/id/eprint/2777

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