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A hyper-heuristic is a heuristic search method that seeks to automate, often by the incorporation of machine learning techniques, the process of selecting, combining, generating or adapting several simpler heuristics (or components of such heuristics) to efficiently solve computational search problems. One of the motivations for studying hyper-heuristics is to build systems which can handle classes of problems rather than solving just one problem.

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  • Hiperheurística (es)
  • Hyper-heuristic (en)
  • Hiper-heurística (pt)
  • Гиперэвристика (ru)
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  • A hyper-heuristic is a heuristic search method that seeks to automate, often by the incorporation of machine learning techniques, the process of selecting, combining, generating or adapting several simpler heuristics (or components of such heuristics) to efficiently solve computational search problems. One of the motivations for studying hyper-heuristics is to build systems which can handle classes of problems rather than solving just one problem. (en)
  • Una hiper-heurística es un método de búsqueda heurística que busca automatizar, a menudo mediante la incorporación de técnicas de aprendizaje automático, el proceso de seleccionar, combinar, generar o adaptar varias heurísticas más simples (o componentes de tales heurísticas) para resolver eficientemente problemas de búsqueda computacional. Una de las motivaciones para estudiar la hiperheurística es construir sistemas que puedan manejar clases de problemas en lugar de resolver un solo problema.​​​ (es)
  • Em ciência da computação e programação, uma hiper-heurística é um método de busca heurística que visa automatizar, muitas vezes, pela incorporação de técnicas de aprendizado de máquina, o processo de seleção, combinação, geração ou adaptação de várias heurística mais simples (ou os componentes de tais heurísticas) para resolver de forma eficiente problemas de pesquisa computacional. Uma das motivações para o estudo de hiper-heurística é construir sistemas que possam lidar com classes de problemas em vez de resolver apenas um problema. (pt)
  • Гиперэвристика (гиперэвристический алгоритм) — эвристический метод поиска, направленный на автоматизацию процесса выбора, комбинирования, обобщения или адаптации нескольких более простых эвристик (или их частей) для эффективного решения вычислительной задачи.Также можно встретить и такое определение: «использование (мета-)эвристик для выбора (мета-)эвристик». Основное преимущество гиперэвристик — построение эффективных методов решения класса проблем, нежели решения одиночной конкретной задачи из класса. Гиперэвристики можно разделить на две группы: (ru)
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