Scenario-based optimization is a strategy that incorporates multiple possible future scenarios into the decision-making process to enhance robustness and adaptability. It is particularly useful in uncertain environments where outcomes depend on variables beyond the control of decision-makers, such as in finance, supply chain management, and energy planning.