Title :
Solving multiobjective Optimal Control problems in space mission design using Discrete Mechanics and reference point techniques
Author :
Ober-Blobaum, Sina ; Ringkamp, M. ; zum Felde, G.
Author_Institution :
Dept. of Math., Univ. of Paderborn, Paderborn, Germany
Abstract :
Many different numerical methods have been developed to compute trajectories of optimal control problems on the one hand and to approximate Pareto sets of multiobjective optimization problems on the other hand. However, so far only few approaches exist for the numerical treatment of the combination of both problems leading to multiobjective optimal control problems. In this contribution we combine the optimal control method Discrete Mechanics and Optimal Control (DMOC) with reference point techniques to compute Pareto optimal control solutions. The presented approach is verified by determining a multiobjective optimal transfer for a space mission. Due to the approximation of the Pareto set, structurally different kind of mission trajectories can be detected which would not have been found by local single-objective optimal control methods and provide important information for a mission designer.
Keywords :
Pareto optimisation; aerospace control; numerical analysis; optimal control; DMOC; Pareto sets; discrete mechanics and optimal control; local single-objective optimal control methods; mission designer; mission trajectories; multiobjective optimal control problems; multiobjective optimal transfer; multiobjective optimization problems; numerical methods; reference point techniques; space mission design; Approximation methods; Manifolds; Optimal control; Orbits; Pareto optimization; Trajectory;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426285