Alexander E. I. Brownlee
3 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
-
Structural coherence of problem and algorithm: An analysis for EDAs on all 2-bit and 3-bit problems
2015
Metaheuristics assume some kind of coherence between decision and objective spaces. Estimation of Distribution algorithms approach this by constructing an explicit probabilistic model of high fitness solutions, the structure of which is intended to reflect …
-
Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming
2016
Automatically designing algorithms has long been a dream of computer scientists. Early attempts which generate computer programs from scratch, have failed to meet this goal. However, in recent years there have been a number of …
-
Large language model based mutations in genetic improvement
2025 · Automated Software Engineering
Abstract Ever since the first large language models (LLMs) have become available, both academics and practitioners have used them to aid software engineering tasks. However, little research as yet has been done in combining search-based …