A Theory of Case-Based Decisions

ISBN-13: 9780521802345 / Angielski / Twarda / 2001 / 212 str.

Itzhak Gilboa; David Schmeidler; David Schmeidler

Opis

Gilboa and Schmeidler provide a new paradigm for modeling decision making under uncertainty. Case-based decision theory suggests that people make decisions by analogies to past cases: they tend to choose acts that performed well in the past in similar situations, and to avoid acts that performed poorly. The authors describe the general theory and its relationship to planning, repeated choice problems, inductive inference, and learning. They highlight its mathematical and philosophical foundations and compare it to expected utility theory as well as to rule-based systems.

Recenzje

'… very high quality, and well worth reading for graduate students as well as others interested in decision theory.' Journal of Economics and Philosophy

Spis treści

1. Prologue; 2. Decision rules; 3. Axiomatic derivation; 4. Conceptual foundations; 5. Planning; 6. Repeated choice; 7. Learning and induction; Bibliography.