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Learning Based Methods for Code Runtime Complexity Prediction

Predicting the runtime complexity of a programming code is an arduous task. In fact, even for humans, it requires a subtle analysis and comprehensive knowledge of algorithms to predict time complexity with high fidelity, given any code. As per Turing’s Halting problem proof, estimating code complexi...

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Detalles Bibliográficos
Autores principales: Sikka, Jagriti, Satya, Kushal, Kumar, Yaman, Uppal, Shagun, Shah, Rajiv Ratn, Zimmermann, Roger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148227/
http://dx.doi.org/10.1007/978-3-030-45439-5_21