Learning versus evolution: from biology to game theory
Biological Theory 6 (4):311-319 (2011)
Abstract
Two main schemes explain how a system adapts to its environment. Evolutionary models are grounded on three usual processes acting at the population level. Learning models are concerned with the endogenous search for a better performance at the individual level. The first ones were initially favored by biology and the second well illustrated by game theory. The article examines first how game theory went to evolution and how biology later considered learning. It shows some examples of a hybrid use of models of each type. It finally proposes a common framework for both types of models.DOI
10.1007/s13752-012-0071-1
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Citations of this work
Beyond Generalized Darwinism. II. More Things in Heaven and Earth.Werner Callebaut - 2011 - Biological Theory 6 (4):351-365.
Beyond generalized Darwinism. I. Evolutionary economics from the perspective of naturalistic philosophy of biology.Werner Callebaut - 2011 - Biological Theory 6 (4):338-350.
Human behavior and cognition in evolutionary economics.Richard R. Nelson - 2011 - Biological Theory 6 (4):293-300.
Economic Natural Selection: What Concept of Selection?Jean Gayon - 2011 - Biological Theory 6 (4):320-325.
References found in this work
Relevance: Communication and Cognition.Dan Sperber & Deirdre Wilson - 1995 [1986] - Oxford: Blackwell.
Experience and Prediction: An Analysis of the Foundations and the Structure of Knowledge.Hans Reichenbach - 1938 - Chicago, IL, USA: University of Chicago Press.
The Selfish Gene. [REVIEW]Gunther S. Stent & Richard Dawkins - 1977 - Hastings Center Report 7 (6):33.
Experience and Prediction. An Analysis of the Foundations and the Structure of Knowledge. [REVIEW]E. N. & Hans Reichenbach - 1938 - Journal of Philosophy 35 (10):270.