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Comparing Boundary Control Methods for Firefly Algorithm

  • Tomas KadavyEmail author
  • Michal Pluhacek
  • Adam Viktorin
  • Roman Senkerik
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10835)

Abstract

This paper compares four different methods for handling the roaming behavior of fireflies in the firefly algorithm. The problems of boundary constrained optimization forces the algorithm to actively keep the fireflies inside the feasible area of possible solutions. The recent CEC’17 benchmark suite is used for the performance comparison of the methods and the results are compared and tested for statistical significance.

Keywords

Firefly Algorithm Boundary Lévy flight 

Notes

Acknowledgements

This work was supported by the Ministry of Education, Youth and Sports of the Czech Republic within the National Sustainability Programme Project no. LO1303 (MSMT-7778/2014), further by the European Regional Development Fund under the Project CEBIA-Tech no. CZ.1.05/2.1.00/03.0089 and by Internal Grant Agency of Tomas Bata University under the Projects no. IGA/CebiaTech/2018/003. This work is also based upon support by COST (European Cooperation in Science & Technology) under Action CA15140, Improving Applicability of Nature-Inspired Optimisation by Joining Theory and Practice (ImAppNIO), and Action IC406, High-Performance Modelling and Simulation for Big Data Applications (cHiPSet).

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Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  1. 1.Tomas Bata University in ZlinZlinCzech Republic

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