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Genetic improvement of software: a comprehensive survey
Genetic improvement (GI) uses automated search to find improved versions of existing
software. We present a comprehensive survey of this nascent field of research with a focus …
software. We present a comprehensive survey of this nascent field of research with a focus …
Fixing bugs in your sleep: How genetic improvement became an overnight success
We present a bespoke live system in commercial use with self-improving capability. During
daytime business hours it provides an overview and control for many specialists to …
daytime business hours it provides an overview and control for many specialists to …
Deep parameter optimisation on android smartphones for energy minimisation: a tale of woe and a proof-of-concept
With power demands of mobile devices rising, it is becoming increasingly important to make
mobile software applications more energy efficient. Unfortunately, mobile platforms are …
mobile software applications more energy efficient. Unfortunately, mobile platforms are …
Genetic Improvement of OLC and H3 with Magpie
WB Langdon, BJ Alexander - 2023 IEEE/ACM International …, 2023 - ieeexplore.ieee.org
Magpie (Machine Automated General Performance Improvement via Evolution of software)
has been recently developed by Aymeric Blot from PyGGI 2.0. Like PyGGI, it claims to be …
has been recently developed by Aymeric Blot from PyGGI 2.0. Like PyGGI, it claims to be …
Automatically exploring tradeoffs between software output fidelity and energy costs
Data centers account for a significant fraction of global energy consumption and represent a
growing business cost. Most current approaches to reducing energy use in data centers treat …
growing business cost. Most current approaches to reducing energy use in data centers treat …
Visualising the search landscape of the triangle program
High order mutation analysis of a software engineering benchmark, including schema and
local optima networks, suggests program improvements may not be as hard to find as is …
local optima networks, suggests program improvements may not be as hard to find as is …
Genetic improvement of runtime and its fitness landscape in a bioinformatics application
We present a Genetic Improvement (GI) experiment on ProbAbel, a piece of bioinformatics
software for Genome Wide Association (GWA) studies. The GI framework used here has …
software for Genome Wide Association (GWA) studies. The GI framework used here has …
Mind the gap–a distributed framework for enabling energy optimisation on modern smart-phones in the presence of noise, drift, and statistical insignificance
Smartphones are becoming essential to people's everyday lives. Due to the limited battery
capacity of smartphones, researchers and developers are increasingly interested in the …
capacity of smartphones, researchers and developers are increasingly interested in the …
Exploring fitness and edit distance of mutated python programs
Genetic Improvement (GI) is the process of using computational search techniques to
improve existing software eg in terms of execution time, power consumption or correctness …
improve existing software eg in terms of execution time, power consumption or correctness …
Predicting changes in quality of life for patients in vocational rehabilitation
Adaptive systems will become increasingly important for health care in coming years as
costs and workload grow. The need for efficient rehabilitation will expand which will be …
costs and workload grow. The need for efficient rehabilitation will expand which will be …