Loading…
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...
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
|
| Edition: | 1st ed. 2016. |
| Series: | Studies in Computational Intelligence,
618 |
| Subjects: | |
| Online Access: | Texto Completo |
Table of Contents:
- 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.