Behavioral Program Synthesis with Genetic Programming

Genetic programming (GP) is a popular heuristic methodology of program synthesis with origins in evolutionary computation. In this generate-and-test approach, candidate programs are iteratively produced and evaluated. The latter involves running programs on tests, where they exhibit complex behavior...

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Detaylı Bibliyografya
Yazar: Krawiec, Krzysztof (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Seri Bilgileri:Studies in Computational Intelligence, 618
Konular:
Computational intelligence.
Artificial intelligence.
Software engineering.
Computational Intelligence.
Artificial Intelligence.
Software Engineering.
Online Erişim:Full-text access
İçindekiler:
  • Program Synthesis
  • Limitations of Conventional Program Evaluation
  • The Framework of Behavioral Program Synthesis
  • Behavioral Assessment of Test Difficulty
  • Semantic Genetic Programming
  • Synthesizing Programs with Consistent Execution Traces
  • Pattern-guided Program Synthesis
  • Behavioral Code Reuse
  • Search Drivers
  • Experimental Assessment of Search Drivers
  • Implications of the Behavioral Perspective
  • Future Perspectives.

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