Orbit transfer maneouvres as a test benchmark for comparison metrics of evolutionary algorithms

Edmondo Minisci, Giulio Avanzini

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

8 Citations (Scopus)

Abstract

In the present paper some metrics for evaluating the performance of evolutionary algorithms are considered. The capabilities of two different optimisation approaches are compared on three test cases, represented by the optimisation
of orbital transfer trajectories. The complexity of the problem of ranking stochastic algorithms by means of quantitative indices is analyzed by means of a large sample of runs, so as to derive statistical properties of the indices in order to evaluate their usefulness in understanding the actual algorithm capabilities
and their possible intrinsic limitations in providing reliable information.
LanguageEnglish
Title of host publicationIEEE Congress on Evolutionary Computation
PublisherIEEE
Pages350-357
Volume1-5
DOIs
Publication statusPublished - 18 May 2009
EventIEEE Congress on Evolutionary Computation - Trondheim, Norway
Duration: 18 May 200921 May 2009

Publication series

NameIEEE Congress on Evolutionary Computation

Conference

ConferenceIEEE Congress on Evolutionary Computation
CountryNorway
CityTrondheim
Period18/05/0921/05/09

Fingerprint

Orbital transfer
Evolutionary algorithms
Trajectories

Keywords

  • evolutionary algorithms
  • orbital transfer trajectories
  • orbit transfer manoeuvres

Cite this

Minisci, E., & Avanzini, G. (2009). Orbit transfer maneouvres as a test benchmark for comparison metrics of evolutionary algorithms. In IEEE Congress on Evolutionary Computation (Vol. 1-5, pp. 350-357). (IEEE Congress on Evolutionary Computation). IEEE. https://doi.org/10.1109/CEC.2009.4982968
Minisci, Edmondo ; Avanzini, Giulio. / Orbit transfer maneouvres as a test benchmark for comparison metrics of evolutionary algorithms. IEEE Congress on Evolutionary Computation. Vol. 1-5 IEEE, 2009. pp. 350-357 (IEEE Congress on Evolutionary Computation).
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Minisci, E & Avanzini, G 2009, Orbit transfer maneouvres as a test benchmark for comparison metrics of evolutionary algorithms. in IEEE Congress on Evolutionary Computation. vol. 1-5, IEEE Congress on Evolutionary Computation, IEEE, pp. 350-357, IEEE Congress on Evolutionary Computation, Trondheim, Norway, 18/05/09. https://doi.org/10.1109/CEC.2009.4982968

Orbit transfer maneouvres as a test benchmark for comparison metrics of evolutionary algorithms. / Minisci, Edmondo; Avanzini, Giulio.

IEEE Congress on Evolutionary Computation. Vol. 1-5 IEEE, 2009. p. 350-357 (IEEE Congress on Evolutionary Computation).

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

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Minisci E, Avanzini G. Orbit transfer maneouvres as a test benchmark for comparison metrics of evolutionary algorithms. In IEEE Congress on Evolutionary Computation. Vol. 1-5. IEEE. 2009. p. 350-357. (IEEE Congress on Evolutionary Computation). https://doi.org/10.1109/CEC.2009.4982968