Differential Evolution

Fran Sérgio Lobato, Valder Steffen and Antônio José da Silva Neto ()
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Fran Sérgio Lobato: Federal University of Uberlândia (UFU)
Valder Steffen: Federal University of Uberlândia (UFU)
Antônio José da Silva Neto: Rio de Janeiro State University

Chapter Chapter 13 in Computational Intelligence Applied to Inverse Problems in Radiative Transfer, 2023, pp 131-147 from Springer

Abstract: Abstract In this chapter, the method called Differential Evolution (DE) is described, including a brief history, the algorithm, and its application to the inverse radiative transfer problem, for the determination of the single scattering albedo, optical thickness, and external isotropic radiation intensities incident on the boundary surfacesBoundarysurfaces of one-dimensional homogeneous participating mediaParticipatingmedia. The results from the DE method are compared with those obtained with the Simulated Annealing (SA) method. It is also presented how to obtain estimates for the scattering and absorption coefficients in two-layer one-dimensional heterogeneous participating media. For comparison purposes, the results obtained with the Levenberg-Marquardt deterministic methodDeterministicmethod (LM), as well as with a combination of the SA and LM methods, are presented.

Keywords: Differential Evolution (DE); DE method algorithm; Internal detectors; Radiative transfer; One-dimensional homogeneous participating medium; Two-layer one-dimensional heterogeneous participating mediumParticipatingmedium; Simulated annealing; Levenberg-Marquardt method (search for similar items in EconPapers)
Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-031-43544-7_13

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DOI: 10.1007/978-3-031-43544-7_13

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