Decision Theory by Tom Körner.

This book provides an overview of behavioral decision theory and related research findings. In brief, behavioral decision theory is a general term for descriptive theories to explain the psychological knowledge related to decision-making behavior. It is called a theory, but actually it is a combination of various psychological theories, for which axiomatic systems, such as the utility theory widely used in economics, have not been established; it is often limited to qualitative knowledge.

Having trouble deciding which coding scheme to employ, how to design a new scheme, or how to improve an existing system? This summary of the state-of-the-art in iterative coding makes this decision more straightforward.

When it comes to making the right decision, don’t leave it up to chance
Professor and mathematician James Stein demystifies Decision Theory and shows you how you can apply the principles of this exciting new field of mathematics to help you make the right decisions in all areas of your life. The Right Decision is peppered with intriguing ‘Decision Exercises’ to make complicated ideas seem simple, revolutionizing the way you think and make choices.

This introduction to decision theory offers comprehensive and accessible discussions of decision-making under ignorance and risk, the foundations of utility theory, the debate over subjective and objective probability, Bayesianism, causal decision theory, game theory, and social choice theory.