Searched for: author%3A%22Bouter%2C+P.A.%22
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Bouter, P.A. (author)
In recent years, the use of Artificial Intelligence (AI) has become prevalent in a large number of societally relevant, real-world problems, e.g., in the domains of engineering and health care. The field of Evolutionary Computation (EC) can be considered to be a sub-field of AI, concerning optimization using Evolutionary Algorithms (EAs), which...
doctoral thesis 2023
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Olieman, C. (author), Bouter, P.A. (author), Bosman, P.A.N. (author)
The recently introduced real-valued gene-pool optimal mixing evolutionary algorthm (RV-GOMEA) has been shown to be among the state of the art for solving gray-box optimization problems where partial evaluations can be leveraged. A core strength is its ability to effectively exploit the linkage structure of a problem, which often is unknown a...
journal article 2020
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Bouter, P.A. (author), Maree, S.C. (author), Alderliesten, T. (author), Bosman, P.A.N. (author)
Often, real-world problems are of the gray-box type. It has been shown that the Real-Valued Gene-pool Optimal Mixing Evolutionary Algorithm (RV-GOMEA) is in principle capable of exploiting such a Gray-Box Optimization (GBO) setting using linkage models that capture dependencies between problem variables, resulting in excellent performance and...
conference paper 2020
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Bouter, P.A. (author)
The recently introduced Gene-pool Optimal Mixing Evolutionary Algorithm (GOMEA) for discrete variables has been shown to be able to efficiently and effectively exploit the decomposability of optimization problems, especially in a grey-box setting, in which a solution can be efficiently updated after a modification of a subset of its variables....
master thesis 2016
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Bakker, K.C. (author), Bouter, P.A. (author), Den Hoedt, M. (author)
Het bedrijf NedTrain beschikt over software om roosterproblemen op te lossen. De wens van NedTrain en het doel van dit project is om deze software uit te breiden met de functionaliteit om flexibele schema's te berekenen. Deze roosterproblemen hebben te maken met het probleem dat ook wel bekend staat als het Resource Constrained Project...
bachelor thesis 2014
Searched for: author%3A%22Bouter%2C+P.A.%22
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