- author = "Michal Gregor and Juraj Spalek",
- title = "Using {LLVM}-based {JIT} compilation in genetic programming",
- booktitle = "2016 ELEKTRO",
- year = "2016",
- pages = "406--411",
- address = "Strbske Pleso, Slovakia",
- month = "16-18 " # may,
- publisher = "IEEE",
- keywords = "genetic algorithms, genetic programming, Clang, AST, symbolic regression, ALG",
- isbn13 = "978-1-4673-8699-9",
-
URL = "
https://arxiv.org/abs/1701.05730",
-
DOI = "
doi:10.1109/ELEKTRO.2016.7512108",
- size = "6 pages",
- abstract = "The paper describes an approach to implementing genetic programming, which uses the LLVM library to just-in-time compile/interpret the evolved abstract syntax trees. The solution is described in some detail, including a parser (based on FlexC++ and BisonC++) that can construct the trees from a simple toy language with C-like syntax. The approach is compared with a previous implementation (based on direct execution of trees using polymorphic functors) in terms of execution speed.",
-
notes = "Also known as \cite{7512108}
\cite{DBLP:journals/corr/GregorS17}
'The original AST is translated into LLVM's IR = intermediate representation' Calling C code, LLVM's SectionMemoryManager
Part of master thesis??
Department of Control and Information Systems, Faculty of Electrical Engineering, University of Zilina, Zilina, Slovak Republic",
