Document Type

Article

Date

2011

Embargo Period

1-27-2012

Keywords

Multi-objective Algorithms, Reference Set, Metrics

Language

English

Disciplines

Computer Engineering | Computer Sciences | Electrical and Computer Engineering

Description/Abstract

Several metrics and indicators have been suggested in the past to evaluate multi-objective evolutionary and non-evolutionary algo- rithms. However, these metrics are known to have many problems that make their application sometimes unsound, and sometimes infeasible. This paper proposes a new approach, in which metrics are parameter- ized with respect to a reference set, on which depend the properties of any metric.

Additional Information

Lecture Notes in Computer Science