Genetic Improvement of LLVM Intermediate Representation.

William B. Langdon,Afnan A. Al-Subaihin,Aymeric Blot,David Clark

EuroGP（2023）

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摘要

Evolving LLVM IR is widely applicable, with LLVM Clang offering support for an increasing range of computer hardware and programming languages. Local search mutations are used to hill climb industry C code released to support geographic open standards: Open Location Code (OLC) from Google and Uber’s Hexagonal Hierarchical Spatial Index (H3), giving up to two percent speed up on compiler optimised code.

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关键词

Genetic programming, GP, Linear representation, Clang, Static single assignment (SSA), Mutational robustness, SBSE, Software resilience, Automatic code optimisation, World wide location, Plus codes, Zip code

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