TY - GEN
T1 - Hybrid methods for determining time-optimal, constrained spacecraft reorientation maneuvers
AU - Melton, Robert G.
PY - 2012
Y1 - 2012
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, and that 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, and that 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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M3 - Conference contribution
AN - SCOPUS:84875238668
SN - 9780877035879
T3 - Advances in the Astronautical Sciences
SP - 749
EP - 762
BT - 1st IAA Conference on Dynamics and Control of Space Systems 2012 - Advances in the Astronautical Sciences
T2 - 1st International Academy of Astronautics Conference on Dynamics and Control of Space Systems, DyCoSS 2012
Y2 - 19 March 2012 through 21 March 2012
ER -