Enhancing the Convergence Ability of Evolutionary Multi-objective Optimization Algorithms with Momentum

Author:

Chen Longcan12ORCID,Pang Lie Meng1ORCID,Zhang Qingfu2ORCID,Ishibuchi Hisao1ORCID

Affiliation:

1. Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China

2. Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong, Hong Kong

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference21 articles.

1. SMS-EMOA: Multiobjective selection based on dominated hypervolume

2. Drishti Bhasin, Sajag Swami, Sarthak Sharma, Saumya Sah, Dhish Kumar Saxena, and Kalyanmoy Deb. 2023. Investigating innovized progress operators with different machine Learning Methods. In Evolutionary Multi-Criterion Optimization (Lecture Notes in Computer Science), Michael Emmerich, André Deutz, Hao Wang, Anna V. Kononova, Boris Naujoks, Ke Li, Kaisa Miettinen, and Iryna Yevseyeva (Eds.). Springer Nature Switzerland, Cham, 134--146.

3. Longcan Chen, Lie Meng Pang, and Hisao Ishibuchi. 2022. New solution creation operator in MOEA/D for faster convergence. In Parallel Problem Solving from Nature - PPSN XVII (Lecture Notes in Computer Science), Günter Rudolph, Anna V. Kononova, Hernán Aguirre, Pascal Kerschke, Gabriela Ochoa, and Tea Tušar (Eds.). Springer International Publishing, Cham, 234--246.

4. Test Problems for Large-Scale Multiobjective and Many-Objective Optimization

5. A benchmark test suite for evolutionary many-objective optimization

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