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Testing of the multi-objective alliance algorithm on benchmark functions

Lattarulo, V and Parks, GT (2013) Testing of the multi-objective alliance algorithm on benchmark functions. In: UNSPECIFIED pp. 1679-1682..

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Abstract

A new version of the Multi-objective Alliance Algorithm (MOAA) is described. The MOAA's performance is compared with that of NSGA-II using the epsilon and hypervolume indicators to evaluate the results. The benchmark functions chosen for the comparison are from the ZDT and DTLZ families and the main classical multi-objective (MO) problems. The results show that the new MOAA version is able to outperform NSGA-II on almost all the problems.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Uncontrolled Keywords: DTLZ MOAA Multi-objective optimization ZDT
Subjects: UNSPECIFIED
Divisions: Div A > Energy
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 12:11
Last Modified: 08 Dec 2014 02:17
DOI: 10.1145/2464576.2482751