A Web-based System for Visualisation-driven Interactive Multi-objective Optimisation
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Lewis, Andrew
Kipouros, Timoleon
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Abramson, D
Lees, M
Krzhizhanovskaya, VV
Dongarra, J
Sloot, PMA
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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.
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Procedia Computer Science
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29
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Information and computing sciences
Other information and computing sciences not elsewhere classified