Decision theory encompasses mathematical models, principles, and methods that aids individuals, organizations, and policymakers to analyze decisions, evaluate potential outcomes, and select the most desirable course of action based on preferences, probabilities, and consequences. This chapter covers the fundamentals of decision theory, including single-attribute and multi-attribute decision models, an overview of fuzzy theory, the role of criteria and attributes in decision-making, and key weighting and ranking methods used in evaluations.