Person:
Loscos Barroso, Daniel

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First Name
Daniel
Last Name
Loscos Barroso
Affiliation
Universidad Complutense de Madrid
Faculty / Institute
Informática
Department
Sistemas Informáticos y Computación
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Start date: 2018 × End date: 2019 ×

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    Generalization and Completeness of Evolutionary Computation
    (2018) Loscos Barroso, Daniel; Rodríguez Laguna, Ismael; Martí Oliet, Narciso
    The need of a structured framework for evolutionary computation has been acknowledged. In order to achieve this we designed a set of operational semantics and defined a “general form” of evolutionary computation. Our second approach towards a generalization was to study the relationship between different algorithms and the problems they solve from a performance standpoint. Lastly, we tried to analyze the convergence and complexity of evolutionary algorithms. This led to a set of computability results, the main one being that evolutionary computation is Turing-complete.