Modelling of Boundedly Rational Agents using Evolutionary Programming Techniques
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InCollection{edmonds:1997:mbrea,
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author = "Bruce Edmonds and Scott Moss",
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title = "Modelling of Boundedly Rational Agents using
Evolutionary Programming Techniques",
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booktitle = "Evolutionary Computing",
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publisher = "Springer-Verlag",
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year = "1997",
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editor = "David Corne and Jonathan L. Shapiro",
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volume = "1305",
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series = "LNCS",
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pages = "31--42",
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address = "University of Manchester, UK",
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month = "7-8 " # apr,
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-63476-2",
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URL = "http://cogprints.ecs.soton.ac.uk/archive/00000509/",
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DOI = "doi:10.1007/BFb0027164",
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abstract = "A technique for the credible modelling of economic
agents with bounded rationality based on the
evolutionary techniques is described. The genetic
programming paradigm is most suited due to its
meaningful and flexible genome. The fact we are aiming
to model agents with real characteristics implies a
different approach from those evolutionary algorithms
designed to efficiently solve specific problems. Some
of these are that we use very small populations, it is
based on different operators and uses a breeding
selection mechanism. It is precisely some of the
{"}pathological{"} features of this algorithm that
capture the target behaviour. Some possibilities for
integration of deductive logic-based approaches and the
GP paradigm are suggested. An example application of an
agent seeking to maximise its utility by modelling its
own utility function is briefly described.",
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notes = "Papers in AISB-97 Evolutionary computation workshop
proceedings may be revised before final publication.
http://www.cs.man.ac.uk/ai/AISB97/text.html#evolut
Former soviet union. Strictly declarative modelling
language SDML. 3 sets of runs, agents have memory of
different sizes, space for 10, 20 or 30 models.
http://www.fmb.mmu.ac.uk",
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size = "12 pages",
- }
Genetic Programming entries for
Bruce Edmonds
Scott Moss
Citations