TBU Publications
Repository of TBU Publications

Differential migration: Sensitivity analysis and comparison study

DSpace Repository

Title: Differential migration: Sensitivity analysis and comparison study
Author: Dlapa, Marek
Document type: Conference paper (English)
Source document: 2009 IEEE Congress on Evolutionary Computation, Vols 1-5. 2009, p. 1729-1736
ISBN: 978-1-4244-2958-5
DOI: https://doi.org/10.1109/CEC.2009.4983150
Abstract: The contribution treats properties of a new evolutionary algorithm - Differential Migration, and provides a comparison with other algorithms of this type. Differential Migration is tested with a standard artificial neural network benchmark and standard test functions for performance comparison. Sensitivity analysis is conducted in order to specify the optimal parameters and their influence to the algorithm performance. SOMA (Self-Organizing Migration Algorithm) and Differential Evolution are used as a reference, and the results are compared with Differential Migration.
Full text: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4983150
Show full item record

Find Full text Export to RefWorks
   

 

Files in this item

Icon
Name: Fulltext_1001847.pdf
Size: 714.3Kb
Format: PDF
Description: fulltext

ČSN ISO 690:2011 citation

Citace článku v konferenčním sborníku:
DLAPA, Marek. Differential migration: Sensitivity analysis and comparison study. In: 2009 IEEE Congress on Evolutionary Computation, Vols 1-5 [online]. Trondheim: The Institute of Electrical and Electronics Engineers (IEEE), 2009, s. 1729-1736. [cit. 2024-11-21]. Dostupné z: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4983150.

These citations are software generated and may contain errors. To verify accuracy, check the appropriate style guide.

Related articles