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A Web-based System for Visualisation-driven Interactive Multi-objective Optimisation.

Authors :
Hettenhausen, Jan
Lewis, Andrew
Kipouros, Timoleon
Source :
Procedia Computer Science; Mar2014, Vol. 29, p1915-1925, 11p
Publication Year :
2014

Abstract

Abstract: Interactive Multi-Objective Optimisation is an increasing field of evolutionary and swarm intelligence-based algorithms. By involving a human decision, a set of relevant non-dominated points can often be acquired at significantly lower computational costs than with a posteriori algorithms. A rarely addressed issue in interactive optimisation is the design of efficient user interfaces and the application of interactive optimisation as a design tool in engineering applications. This paper presents advances in the design of user interaction and and user interfaces in combination with interactive multi-objective particle swarm optimisation algorithm. The case study used for this research is an actively investigated aeronautics engineering problem. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
18770509
Volume :
29
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
96450193
Full Text :
https://doi.org/10.1016/j.procs.2014.05.176