TY - JOUR
T1 - Hybrid methods for determining time-optimal, constrained spacecraft reorientation maneuvers
AU - Melton, Robert G.
PY - 2014
Y1 - 2014
N2 - Time-optimal spacecraft slewing maneuvers with path constraints are difficult to compute even with direct methods. This paper examines the use of a hybrid, two-stage approach, in which a heuristic method provides a rough estimate of the solution, which then serves as the input to a pseudospectral optimizer. Three heuristic methods are examined for the first stage: particle swarm optimization (PSO), differential evolution (DE), and bacteria foraging optimization (BFO). In this two-stage method, the PSO-pseudospectral combination is approximately three times faster than the pseudospectral method alone, and the BFO-pseudospectral combination is approximately four times faster; however, the DE does not produce an initial estimate that reduces total computation time.
AB - Time-optimal spacecraft slewing maneuvers with path constraints are difficult to compute even with direct methods. This paper examines the use of a hybrid, two-stage approach, in which a heuristic method provides a rough estimate of the solution, which then serves as the input to a pseudospectral optimizer. Three heuristic methods are examined for the first stage: particle swarm optimization (PSO), differential evolution (DE), and bacteria foraging optimization (BFO). In this two-stage method, the PSO-pseudospectral combination is approximately three times faster than the pseudospectral method alone, and the BFO-pseudospectral combination is approximately four times faster; however, the DE does not produce an initial estimate that reduces total computation time.
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U2 - 10.1016/j.actaastro.2013.05.007
DO - 10.1016/j.actaastro.2013.05.007
M3 - Article
AN - SCOPUS:84885956848
SN - 0094-5765
VL - 94
SP - 294
EP - 301
JO - Acta Astronautica
JF - Acta Astronautica
IS - 1
ER -