A new hybrid optimization approach using PSO, Nelder-Mead Simplex and Kmeans clustering algorithms for 1D Full Waveform Inversion

• Rutinaldo Aguiar Nascimento ,

  Contributed equally to this work with: Rutinaldo Aguiar Nascimento, Álvaro Barroca Neto

  Roles Conceptualization, Formal analysis, Software, Visualization, Writing – original draft

  * E-mail: rutinaldo_aguiar@hotmail.com (RAN); yurishalom@ufrn.edu.br (YSFB)

  Affiliations Secretaria de Estado da Educação, da Cultura, do Esporte e do Lazer do Rio Grande do Norte, Natal, RN, Brazil, Programa de Pós-graduação em Ciência e Engenharia de Petróleo, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil

  https://orcid.org/0000-0001-8356-4458

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• Álvaro Barroca Neto ,

  Contributed equally to this work with: Rutinaldo Aguiar Nascimento, Álvaro Barroca Neto

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Programa de Pós-graduação em Ciência e Engenharia de Petróleo, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil

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• Yuri Shalom de Freitas Bezerra ,

  Roles Conceptualization, Formal analysis, Writing – original draft

  * E-mail: rutinaldo_aguiar@hotmail.com (RAN); yurishalom@ufrn.edu.br (YSFB)

  ¶‡ YSFB, HADN, LSL and JEF also contributed equally to this work.

  Affiliation Programa de Pós-graduação em Ciência e Engenharia de Petróleo, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil

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• Hugo Alexandre Dantas do Nascimento ,

  Roles Conceptualization, Formal analysis, Writing – original draft

  ¶‡ YSFB, HADN, LSL and JEF also contributed equally to this work.

  Affiliation Instituto de Informática, Universidade Federal de Goiás, Goiânia, GO, Brazil

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• Liacir dos Santos Lucena †,

  † Deceased.

  Roles Conceptualization, Project administration, Resources, Supervision

  ¶‡ YSFB, HADN, LSL and JEF also contributed equally to this work.

  Affiliation Programa de Pós-graduação em Ciência e Engenharia de Petróleo, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil

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• Joaquim Elias de Freitas

  Roles Conceptualization

  ¶‡ YSFB, HADN, LSL and JEF also contributed equally to this work.

  Affiliation Programa de Pós-graduação em Ciência e Engenharia de Petróleo, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil

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