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Firefly Algorithm

In: Computational Intelligence Applied to Inverse Problems in Radiative Transfer

Author

Listed:
  • Eduardo Fávero Pacheco da Luz

    (National Center for Monitoring and Early Warning of Natural Hazards (CEMADEN))

  • José Carlos Becceneri

    (National Institute for Space Research (INPE))

  • Haroldo Fraga de Campos Velho

    (National Institute for Space Research (INPE))

  • Rubens Luiz Cirino

    (Rio de Janeiro State University (UERJ))

  • Diego Campos Knupp

    (Rio de Janeiro State University)

  • Luiz Biondi Neto

    (Rio de Janeiro State University (UERJ))

  • Antônio José da Silva Neto

    (Rio de Janeiro State University)

Abstract

In this chapter, the method called Firefly Algorithm (FA) is described, including a brief history, the algorithm, and its application to the inverse radiative transfer problem, for the determination of the optical thickness, single scattering albedo, and diffuse reflectivities in the internal part of the boundary surfacesBoundarysurfaces of one-dimensional homogeneous participating mediaParticipatingmedia. Two variants of the FA method are also presented: FAEP – Firefly with epidemic predation and FAcom – Firefly with fuzzy strategyFireflywith fuzzy strategy (fuzzy and center of mass). Additionally, the three approaches FA, FAEP, and FAcom are used to obtain estimates for the scattering and absorption coefficients in two-layer one-dimensional heterogeneous participating media.

Suggested Citation

  • Eduardo Fávero Pacheco da Luz & José Carlos Becceneri & Haroldo Fraga de Campos Velho & Rubens Luiz Cirino & Diego Campos Knupp & Luiz Biondi Neto & Antônio José da Silva Neto, 2023. "Firefly Algorithm," Springer Books, in: Antônio José da Silva Neto & José Carlos Becceneri & Haroldo Fraga de Campos Velho (ed.), Computational Intelligence Applied to Inverse Problems in Radiative Transfer, chapter 0, pages 157-167, Springer.
    • Handle: RePEc:spr:sprchp:978-3-031-43544-7_15
    DOI: 10.1007/978-3-031-43544-7_15
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