A partition-based convergence framework for population-based optimization algorithms

X Li, S Hua, Q Liu, Y Li - Information Sciences, 2023 - Elsevier
Population-based optimization algorithms, such as genetic algorithm and particle swarm
optimization, have become a class of important algorithms for solving global optimization …

Bilevel-search particle swarm optimization algorithm for solving LSGO problems

Y Wang, Z Lei, J Wu - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
Improving the efficiency of solving complex optimization problems is the focus of intelligent
algorithm research in recent years. Complex optimization problems have the characteristics …

A Bilevel Genetic Algorithm for Global Optimization Problems

Z Lun, Z Ye, Q Liu - International Conference on Swarm Intelligence, 2023 - Springer
Genetic algorithm is an important intelligent optimization algorithm that operates on specific
population by simulating the natural evolution process and using artificial evolution to …

A General Framework for Intelligent Optimization Algorithms Based on Multilevel Evolutions

C Wang, C Chen, Z Lun, Z Ye, Q Liu - International Conference on Sensing …, 2022 - Springer
Intelligent optimization is a kind of global optimization algorithms based on simulating
biological intelligent behaviors such as evolution and foraging. Currently, there are …