Variable interaction in multi-objective optimization problems
Li, K; Omidvar, M; Deb, K; et al.Yao, X
Date: 31 August 2016
Journal
Lecture Notes in Computer Science
Publisher
Springer Verlag (Germany)
Publisher DOI
Abstract
Variable interaction is an important aspect of a problem, which reflects its structure, and has implications on the design of efficient optimization algorithms. Although variable interaction has been widely studied in the global optimization community, it has rarely been explored in the multi-objective optimization literature. In this ...
Variable interaction is an important aspect of a problem, which reflects its structure, and has implications on the design of efficient optimization algorithms. Although variable interaction has been widely studied in the global optimization community, it has rarely been explored in the multi-objective optimization literature. In this paper, we empirically and analytically study the variable interaction structures of some popular multi-objective benchmark problems. Our study uncovers nontrivial variable interaction structures for the ZDT and DTLZ benchmark problems which were thought to be either separable or non-separable.
Computer Science
Faculty of Environment, Science and Economy
Item views 0
Full item downloads 0