A knowledge-driven co-evolutionary algorithm assisted by cross-regional interactive learning

N Zhu, F Zhao, J Cao - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Differential evolution (DE) and Estimation of distribution algorithm (EDA) exhibit
complementary superiority in solving complex continuous optimization and engineering …

Semiparametric estimation of distribution algorithms for continuous optimization

VP Soloviev, C Bielza… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Traditional estimation of distribution algorithms (EDAs) often use Gaussian densities to
optimize continuous functions, such as the estimation of Gaussian network algorithms …

An enhanced Kalman filtering and historical learning mechanism driven estimation of distribution algorithm

N Zhu, F Zhao, L Wang, C Dong - Swarm and Evolutionary Computation, 2024 - Elsevier
As a representative evolutionary algorithm based on probabilistic models, the estimation of
distribution algorithm (EDA) is widely applied in complex continuous optimization problems …

A two-phase constraint-handling technique for constrained optimization

Y Yuan, W Gao, L Huang, H Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
A two-phase constraint-handling technique is integrated into the evolutionary algorithms to
solve constrained optimization problems (called TPDE) in this article. In phase one, denoted …

Minimum-Fuel Low-Thrust Trajectory Optimization Via a Direct Adaptive Evolutionary Approach

A Shirazi - IEEE Transactions on Aerospace and Electronic …, 2023 - ieeexplore.ieee.org
Space missions with low-thrust propulsion systems are of appreciable interest to space
agencies because of their practicality due to higher specific impulses. This research …

Trajectory optimization of space vehicle in rendezvous proximity operation with evolutionary feasibility conserving techniques

A Shirazi, J Ceberio, JA Lozano - Engineering Applications of Artificial …, 2023 - Elsevier
In this paper, a direct approach is developed for discovering optimal transfer trajectories of
close-range rendezvous of satellites considering disturbances in elliptical orbits. The control …

Robust estimation of distribution algorithms via fitness landscape analysis for optimal low-thrust orbital maneuvers

A Shirazi - Applied Soft Computing, 2023 - Elsevier
One particular kind of evolutionary algorithms known as Estimation of Distribution Algorithms
(EDAs) has gained the attention of the aerospace industry for its ability to solve nonlinear …

Adaptive estimation of distribution algorithms for low-thrust trajectory optimization

A Shirazi - Journal of Spacecraft and Rockets, 2023 - arc.aiaa.org
A direct adaptive scheme is presented as an alternative approach for minimum-fuel low-
thrust trajectory design in non-coplanar orbit transfers using fitness landscape analysis …

Multiple dynamic penalties based on decomposition for constrained optimization

Q Dang - Expert Systems with Applications, 2022 - Elsevier
When solving constrained optimization problems by constraint-handling techniques, the
core idea is to balance constraint violation and objective function during the search process …