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Publication Detail
GI4GI: Improving genetic improvement fitness functions
  • Publication Type:
    Conference
  • Authors:
    Harman M, Petke J
  • Publication date:
    11/07/2015
  • Pagination:
    793, 794
  • Published proceedings:
    GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference
  • ISBN-13:
    9781450334884
  • Status:
    Published
Abstract
© 2015 ACM.Genetic improvement (GI) has been successfully used to optimise non-functional properties of software, such as execution time, by automatically manipulating program's source code. Measurement of non-functional properties, however, is a non-trivial task; energy consumption, for instance, is highly dependant on the hardware used. Therefore, we propose the GI4GI framework (and two illustrative applications). GI4GI first applies GI to improve the fitness function for the particular environment within which software is subsequently optimised using traditional GI.
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Dept of Computer Science
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