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This paper describes two different control strategies for a fuel-cell-based hybrid electric vehicle (FCHEV). The offline strategy is based on dynamic programming, and the online strategy is based on an optimized fuzzy logic controller. These two strategies are then compared. Finally, the fuzzy logic controller is validated using a real FCHEV.