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Title: ISDE+ — an indicator for multi and many-objective optimization
Authors: Pamulapati, Trinadh
Mallipeddi, Rammohan
Suganthan, Ponnuthurai Nagaratnam
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2018
Source: Pamulapati, T., Mallipeddi, R., & Suganthan, P. N. (2019). ISDE+ — an indicator for multi and many-objective optimization. IEEE Transactions on Evolutionary Computation, 23(2), 346-352. doi:10.1109/TEVC.2018.2848921
Journal: IEEE Transactions on Evolutionary Computation
Abstract: In this letter, an efficient indicator for multi and many-objective optimization is proposed. The proposed indicator (ISDE+) is a combination of sum of objectives and shift-based density estimation and benefits from their ability to promote convergence and diversity, respectively. An evolutionary multiobjective optimization framework based on the proposed indicator is shown to perform comparably or better than the state-of-the-art on a variety of scalable benchmark problems.
ISSN: 1089-778X
DOI: 10.1109/TEVC.2018.2848921
Rights: © 2018 IEEE. All rights reserved.
Fulltext Permission: none
Fulltext Availability: No Fulltext
Appears in Collections:EEE Journal Articles

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