Natural selection and veridical perceptions 10.1016/j.jtbi.2010.07.020 : Journal of Theoretical Biology | ScienceDirect.com
january 2012 by mraginsky
Does natural selection favor veridical perceptions, those that more accurately depict the objective environment? Students of perception often claim that it does. But this claim, though influential, has not been adequately tested. Here we formalize the claim and a few alternatives. To test them, we introduce “interface games,” a class of evolutionary games in which perceptual strategies compete. We explore, in closed-form solutions and Monte Carlo simulations, some simpler games that assume frequency-dependent selection and complete mixing in infinite populations. We find that veridical perceptions can be driven to extinction by non-veridical strategies that are tuned to utility rather than objective reality. This suggests that natural selection need not favor veridical perceptions, and that the effects of selection on sensory perception deserve further study.
papers
to-read
perception
evolution
game-theory
re:active_feature_selection_project
january 2012 by mraginsky
Computational Aspects of Evolution
january 2010 by mraginsky
A course taught by Christos Papadimitriou
evolution
complexity
computation
computer-science
optimization
lecture-notes
algorithms
january 2010 by mraginsky
Shannon Information and Biological Fitness - The Panda's Thumb
september 2009 by mraginsky
Panda's Thumb says: "The reason why I am excited about these findings is that they tie together: scale free networks, Shannon information, criticality and evolution in a theoretic foundation." As an information theorist, I'm skeptical about this: to us, mutual information is just a number, unless you attach to it an operational meaning and have a coding theorem to go with it. But I will take a look.
to-read
biology
evolution
information-theory
blogs
september 2009 by mraginsky
Philosophy for ‘limited beings’ accommodates approximations
july 2008 by mraginsky
Review of Re-engineering Philosophy for Limited Beings: Piecewise Approximations to Reality by William Wimsatt (Harvard Press, 2007)
books
philosophy
science
interesting
book-reviews
to-read
epistemology
biology
evolution
july 2008 by mraginsky
related tags
algorithms ⊕ bayesian ⊕ biology ⊕ blogs ⊕ book-reviews ⊕ books ⊕ cognition ⊕ complexity ⊕ computation ⊕ computer-science ⊕ control-theory ⊕ decision-making ⊕ dynamical-systems ⊕ epistemology ⊕ evolution ⊖ feedback-information-theory ⊕ game-theory ⊕ have-read ⊕ information-theory ⊕ interesting ⊕ interviews ⊕ language ⊕ lecture-notes ⊕ neuroscience ⊕ optimization ⊕ papers ⊕ perception ⊕ philosophy ⊕ probability ⊕ re:active_feature_selection_project ⊕ reference ⊕ reviews ⊕ science ⊕ speculation ⊕ statistics ⊕ to-read ⊕Copy this bookmark: