Execution Trace Caching for Linear Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{Downey:2011:ETCfLGP,
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title = "Execution Trace Caching for Linear Genetic
Programming",
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author = "Carlton Downey and Mengjie Zhang",
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pages = "1191--1198",
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booktitle = "Proceedings of the 2011 IEEE Congress on Evolutionary
Computation",
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year = "2011",
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editor = "Alice E. Smith",
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month = "5-8 " # jun,
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address = "New Orleans, USA",
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organization = "IEEE Computational Intelligence Society",
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publisher = "IEEE Press",
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ISBN = "0-7803-8515-2",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/CEC.2011.5949751",
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abstract = "In this paper we propose a new caching algorithm for
LGP based on exploiting inter-generation program
relationships. For each program we cache a partial
summary of program execution, and use this summary to
expedite the execution of all progeny. We study the
theory behind our new caching algorithm and derive
equations for optimising algorithm performance. Through
both theoretical and empirical results we demonstrate
that our caching algorithm can decrease LGP execution
time by up to 50percent",
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notes = "CEC2011 sponsored by the IEEE Computational
Intelligence Society, and previously sponsored by the
EPS and the IET.",
- }
Genetic Programming entries for
Carlton Downey
Mengjie Zhang
Citations