Computational Model of Selection by Consequences: Patterns of Preference Change on Concurrent Schedules Pubblico
Kulubekova, Saule (2012)
Abstract
Abstract
Computational Model of Selection by Consequences:
Patterns of Preference Change on Concurrent Schedules
The computational model of selection by consequences is an
ontogenetic dynamic
account of adaptive behavior based on the Darwinian principle of
selection by
consequences. The model is a virtual organism based on a genetic
algorithm, a class of
computational algorithms that instantiate the principles of
selection, fitness, reproduction
and mutation. The computational model has been thoroughly tested in
experiments with
a variety of single alternative and concurrent schedules. A number
of published reports
demonstrated that the model generated patterns of behavior that
were quantitatively
equivalent to the findings from live organisms. The experiments and
analyses proposed
here assess the behavior of the computational model for evidence of
preference change
phenomena identified and described by Davison, Baum, and their
collaborators in
concurrent schedule experiments with pigeons. Three types of
preference change
behavior observed in live organisms were tested in experiments with
the virtual
organism: molar and molecular effects of behavioral adjustment in
rapidly changing
environment and presence of preference pulses. The results of this
study provide strong
evidence in support of the selectionist account of adaptive
behavior.
Table of Contents
Table of Contents
Introduction 1
Computational Model of Selection by Consequences 1
Testing the Model (2004 - present) 5
Preference Change: Molar and Molecular Patterns 8
Method 13
Subjects 13
Apparatus and Materials 13
Procedure 13
Results 16
Part I 16
Part II 20
Part III 22
Discussion 24
References 31
Appendix A 46
Appendix B 49
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