Analysis of real-world constrained multi-objective problems and performance comparison of multi-objective algorithms

Y Nan, H Ishibuchi, T Shu, K Shang - Proceedings of the Genetic and …, 2024 - dl.acm.org
Real-world multi-objective optimization problems usually have multiple constraints. To solve
constrained multi-objective optimization problems (CMOPs), researchers have proposed …

Performance Evaluation of Evolutionary Multi-Objective Algorithms Using Real-World Problems with an Additional Total Constraint Violation Objective

Y Nan, H Ishibuchi, T Shu - 2024 IEEE Congress on …, 2024 - ieeexplore.ieee.org
In the community of evolutionary multi-objective optimization (EMO), one important issue is
the choice of test problems for performance evaluations of EMO algorithms. This is because …

Analysis of Algorithm Comparison Results on Real-World Multi-Objective Problems

LM Pang, H Ishibuchi, K Shang - 2024 IEEE Congress on …, 2024 - ieeexplore.ieee.org
Recently, several real-world multi-objective optimization problem suites have been
proposed to facilitate the evaluation of the performance of evolutionary multi-objective …

New Framework of Multi-Objective Evolutionary Algorithms with Unbounded External Archive

H Ishibuchi, LM Pang, K Shang - Proceedings of the Genetic and …, 2024 - dl.acm.org
Proceedings of the Genetic and Evolutionary Computation Conference Companion: New
Framework of Multi-Objective Evolutionary Algo Page 1 New Framework of Multi-Objective …

MODMOA: A Novel Multi-objective Optimization Algorithm for Unmanned Aerial Vehicle Path Planning

Q Wang, X Li, P Su, Y Zhao, Q Fu - International Conference on Bio …, 2023 - Springer
Multi-Objective UAV path planning problem is to find an optimal path, which can satisfy
multiple objectives at the same time and optimize other performance indicators in the case of …