7 research outputs found
Watershed Management Research - Challenging Career for Young Scientists
Watershed management is fast becoming a popular catch-phrase as water shortages develop, though few people realize it is still more a concept or aim than a course of action. The idea of watershed management goes back to antiquity. But what we have done or know about it is mostly a development of the last 25 years, starting with the big conservation programs of the “thirties.\u27\u27 To a public then desperately concerned with pulling itself out of a great economic depression, talk about controlling little waters meant little and might well have been interpreted by some as ushering in a government-sponsored program for child care and guidance
Another Year Passes
The three outstanding events of the club last spring quarter were \u27the Foresters’\u27 Banquet; the Veishea Parade and Open-House; and the Spring Campfire
Thermodynamics as a theory of decision-making with information processing costs
Perfectly rational decision-makers maximize expected utility, but crucially
ignore the resource costs incurred when determining optimal actions. Here we
propose an information-theoretic formalization of bounded rational
decision-making where decision-makers trade off expected utility and
information processing costs. Such bounded rational decision-makers can be
thought of as thermodynamic machines that undergo physical state changes when
they compute. Their behavior is governed by a free energy functional that
trades off changes in internal energy-as a proxy for utility-and entropic
changes representing computational costs induced by changing states. As a
result, the bounded rational decision-making problem can be rephrased in terms
of well-known concepts from statistical physics. In the limit when
computational costs are ignored, the maximum expected utility principle is
recovered. We discuss the relation to satisficing decision-making procedures as
well as links to existing theoretical frameworks and human decision-making
experiments that describe deviations from expected utility theory. Since most
of the mathematical machinery can be borrowed from statistical physics, the
main contribution is to axiomatically derive and interpret the thermodynamic
free energy as a model of bounded rational decision-making.Comment: 26 pages, 5 figures, (under revision since February 2012
Recommended from our members
Farmers' bulletin (United States. Dept. of Agriculture)
Describes types of trees, vines, and grasses that can be planted in the southern United States to prevent soil erosion