Progressively adding objectives: a case study in anomaly detection

Abstract

One of the principles of evolutionary multi-objective optimization is the conjoint optimization of the objective functions. However, in some cases, some of the objectives are easier to attain than others. This causes the population to lose diversity at a high rate and stagnate in early stages of the evolution. This paper presents the progressive addition of… (More)
DOI: 10.1145/3071178.3071333

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