On Turing complete T7 and MISC F--4 program fitnes landscapes

Langdon, William B.; Poli, Riccardo

doi:10.4230/DagSemProc.06061.7

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On Turing complete T7 and MISC F--4 program fitnes landscapes

Authors William B. Langdon, Riccardo Poli

Part of: Volume: Dagstuhl Seminar Proceedings, Volume 6061
Part of: Series: Dagstuhl Seminar Proceedings (DagSemProc)
License: Creative Commons Attribution 4.0 International license
Publication Date: 2006-07-07

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DagSemProc.06061.7.pdf

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28 pages

Document Identifiers

DOI: 10.4230/DagSemProc.06061.7
URN: urn:nbn:de:0030-drops-5956

Author Details

William B. Langdon

Riccardo Poli

Cite As Get BibTex

William B. Langdon and Riccardo Poli. On Turing complete T7 and MISC F--4 program fitnes landscapes. In Theory of Evolutionary Algorithms. Dagstuhl Seminar Proceedings, Volume 6061, pp. 1-28, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006) https://doi.org/10.4230/DagSemProc.06061.7

Abstract

We use the minimal instruction set F-4 computer to define a
minimal Turing complete T7 computer suitable for genetic
programming (GP) and amenable to theoretical analysis.
Experimental runs
and mathematical analysis of the T7,
show
the fraction of halting programs is drops to zero as bigger programs
are run.

Subject Classification

Keywords

Genetic programming

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