inductive program synthesis
[ɪnˈdʌktɪv ˈproʊɡræm ˈsɪnθəsɪs]
noun
síntese indutiva de programas
1. A machine learning and automated programming technique that infers computer programs from input-output examples or specifications, using inductive reasoning to generalize patterns
Inductive program synthesis can automatically generate sorting algorithms from examples of sorted and unsorted lists.
A síntese indutiva de programas pode gerar automaticamente algoritmos de ordenação a partir de exemplos de listas ordenadas e desordenadas.
2. The process of constructing executable code by learning from provided examples rather than explicit rules or specifications
Researchers used inductive program synthesis to learn data transformation functions from user demonstrations.
Pesquisadores usaram síntese indutiva de programas para aprender funções de transformação de dados a partir de demonstrações do usuário.
This is a specialized technical term primarily used in academic research, software engineering, and artificial intelligence communities. It represents a growing field that bridges machine learning and automated software development. In Brazil, this terminology is increasingly adopted in universities and tech companies working on AI and program synthesis. The concept reflects modern approaches to reducing manual coding effort through intelligent automation.
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