A Consensus-Based Algorithm for Multi-Objective Optimization and Its Mean-Field Description

Author:

Borghi Giacomo1,Herty Michael1,Pareschi Lorenzo2

Affiliation:

1. RWTH Aachen University,Institute of Geometry and Practical Mathematics,Aachen,Germany,52062

2. University of Ferrara,Department of Mathematics and Computer Science,Italy,44121

Funder

Deutsche Forschungsgemeinschaft

Publisher

IEEE

Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Consensus-based optimisation with truncated noise;European Journal of Applied Mathematics;2024-04-05

2. Consensus-Based Optimization for Saddle Point Problems;SIAM Journal on Control and Optimization;2024-03-25

3. Consensus-based optimization for multi-objective problems: a multi-swarm approach;Journal of Global Optimization;2024-02-15

4. Kinetic-based optimization enhanced by genetic dynamics;Mathematical Models and Methods in Applied Sciences;2023-11-16

5. Leveraging memory effects and gradient information in consensus-based optimisation: On global convergence in mean-field law;European Journal of Applied Mathematics;2023-10-20

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