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Machine Learning

Hierarchical sequence optimization for spacecraft transfer trajectories based on the employment of meta-heuristics

Abolfazl Shirazi

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This video shows the simulation of hierarchical sequence optimization for spacecraft transfer trajectories based on the employment of meta-heuristics. Three types of evolutionary algorithms including “Genetic Algorithm”, “Particle Swarm Optimization” and “Estimation of Distribution Algorithms” are used in optimal guidance approach utilizing low-thrust trajectories. Different initial orbits are considered for each algorithm while the orbits are expected to have the same shape and orientation at the end of space mission.

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Eusko Jaurlaritza - Gobierno Vasco ikerbasque - Basque Foundation for Science Bizkaia xede. Bizkaiko Foru Aldundia innobasque - Agencia vasca de la innovación Universidad del PaÃŒs Vasco (UPV/EHU)