Home // ADVCOMP 2015, The Ninth International Conference on Advanced Engineering Computing and Applications in Sciences // View article

Preference Elicitation in Decision Making Prioritisation Problems by Evolutionary Computing

Authors:
Ludmil Mikhailov

Keywords: evolutionary computing, genetic algorithms, multiobjective optimisation, prioritisation methods.

Abstract:
The paper investigates the application of evolutionary algorithms (EA) for solving a two-objective prioritisation problem. We propose two evolutionary computing approaches, based on single-objective and multi-objective EA. Our preliminary results from a Monte-Carlo simulation show that the multi-objective EA outperforms the single-objective solution approach with respect to accuracy and computational efficiency.

Pages: 24 to 27

Copyright: Copyright (c) IARIA, 2015

Publication date: July 19, 2015

Published in: conference

ISSN: 2308-4499

ISBN: 978-1-61208-419-0

Location: Nice,France

Dates: from July 19, 2015 to July 24, 2015