Infinite horizon refers to the scenario in optimization and control problems where the decision-making process extends indefinitely into the future. In this context, solutions are evaluated based on performance over an unbounded time frame, allowing for the consideration of long-term strategies and outcomes without a predefined endpoint. This concept is crucial in dynamic programming and the Hamilton-Jacobi-Bellman equation, as it informs how optimal policies are derived and assessed over time.
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