Within the framework of Kahneman and Tversky's cumulative prospective theory, this paper considers a continuous-time behavioral portfolio selection model, which includes both running and terminal terms in the objective functional. Despite the existence of S-shaped utility functions and probability distortions, a necessary condition for optimality is derived by stochastic maximum principle. Finally, the results are applied to various cases.
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