Improvement of presenting interface by predicting the evaluation order to reduce the burden of human interactive EC operators

Abstract

This paper proposes to display individuals of interactive evolutionary computations in an evaluation order to reduce the burden on human operators. To display an evaluation order, two prediction methods-the first using neural networks, and the second using Euclidean distance measure-are proposed. We evaluate their predictive performance through simulation experiments and subjective tests.