Search Results - "do Amaral, João Victor Soares"

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    Metamodeling-based simulation optimization in manufacturing problems: a comparative study by do Amaral, João Victor Soares, de Carvalho Miranda, Rafael, Montevechi, José Arnaldo Barra, dos Santos, Carlos Henrique, Gabriel, Gustavo Teodoro

    “…In the context of modern industry, optimization emerges as one of the most powerful tools, allowing decision-makers to allocate their resources more…”
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    Journal Article
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    Metamodel-based simulation optimization: A systematic literature review by Soares do Amaral, João Victor, Montevechi, José Arnaldo Barra, Miranda, Rafael de Carvalho, Junior, Wilson Trigueiro de Sousa

    Published in Simulation modelling practice and theory (01-01-2022)
    “…•Systematic Literature Review about Metamodel-Based Simulation Optimization (MBSO).•The integration of new machine learning tools could improve metamodels.•The…”
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    Journal Article
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    Adaptive metamodeling simulation optimization: Insights, challenges, and perspectives by do Amaral, João Victor Soares, Montevechi, José Arnaldo Barra, de Carvalho Miranda, Rafael, dos Santos, Carlos Henrique

    Published in Applied soft computing (01-11-2024)
    “…A pillar of Industry 4.0, Simulation Optimization is a powerful tool used across several fields, enabling system evaluation under varying conditions,…”
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    Journal Article
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    Data envelopment analysis for algorithm efficiency assessment in metamodel-based simulation optimization by do Amaral, João Victor Soares, de Carvalho Miranda, Rafael, Montevechi, José Arnaldo Barra, dos Santos, Carlos Henrique, da Silva, Aneirson Francisco

    “…In the last years, the use of metamodel-based simulation optimization techniques to solve industrial problems stood out as a promising research field, mainly…”
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    Journal Article
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    Simulation-based digital twins monitoring: an approach focused on models’ accreditation by dos Santos, Carlos Henrique, Campos, Afonso Teberga, Montevechi, José Arnaldo Barra, de Carvalho Miranda, Rafael, do Amaral, João Victor Soares, de Queiroz, José Antonio

    “…This work proposes the development of a tool focused on monitoring simulation-based digital twins (DTs). Although it has been a popular approach in recent…”
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    Journal Article
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