Chapter 1. Axiomatic Foundations of Expected Utility and Subjective Probability This chapter provides a critical review of the theories of decision making under risk and under uncertainty and the notion of choice based subjective probabilities. It includes formal statements and discussions of the various models including their analytical frameworks the corresponding axiomatic foundations and the representations.