2 papers
cs.NE2022
Iterative Genetic Improvement: Scaling Stochastic Program Synthesis
Yuan Yuan, Wolfgang Banzhaf
Program synthesis aims to {\it automatically} find programs from an underlying programming language that satisfy a given specification. While this has the potential to revolutioniz…
cs.NE2022
Optimizing LLVM Pass Sequences with Shackleton: A Linear Genetic Programming Framework
Hannah Peeler, Shuyue Stella Li, Andrew N. Sloss +3
In this paper we introduce Shackleton as a generalized framework enabling the application of linear genetic programming -- a technique under the umbrella of evolutionary algorithms…