Aidan Murphy
YOU?
Author Swipe
View article: An investigation into Structured Grammatical Evolution Initialisation
An investigation into Structured Grammatical Evolution Initialisation Open
A key ingredient in any successful genetic programming is robust initialisation. Many successful initialisation methods used in genetic programming have been adapted to use with grammatical evolution, to varying levels success. This papaer…
View article: Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution
Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution Open
Grammatical Evolution is a Genetic Programming variant which evolves problems in any arbitrary language that is BNF compliant. Since its inception, Grammatical Evolution has been used to solve real-world problems in different domains such …
View article: Fuzzy Pattern Tree Evolution Using Grammatical Evolution
Fuzzy Pattern Tree Evolution Using Grammatical Evolution Open
A novel approach to induce Fuzzy Pattern Trees using Grammatical Evolution is presented in this paper. This new method, called Fuzzy Grammatical Evolution, is applied to a set of benchmark classification problems. Experimental results show…
View article: The case for grammatical evolution in test generation
The case for grammatical evolution in test generation Open
Generating tests for software is an important, but difficult, task. Search-based test generation is promising, as it reduces the time required from human experts, but suffers from many problems and limitations. Namely, the inability to ful…
View article: Human in the Loop Fuzzy Pattern Tree Evolution
Human in the Loop Fuzzy Pattern Tree Evolution Open
Fuzzy pattern trees evolved using grammatical evolution, a system we call Fuzzy Grammatical Evolution, are shown to be a robust Explainable Artificial Intelligence technique. Experimental results show Fuzzy Grammatical Evolution achieves c…
View article: GELAB – The Cutting Edge of Grammatical Evolution
GELAB – The Cutting Edge of Grammatical Evolution Open
The advent of cloud-based super-computing platforms has given rise to a Data Science (DS) boom. Many types of technological problems that were once considered prohibitively expensive to tackle are now candidates for exploration. Machine Le…
View article: Advanced Solid State Nano-electrochemical Sensors and System for Agri 4.0 Applications
Advanced Solid State Nano-electrochemical Sensors and System for Agri 4.0 Applications Open
Global food production needs to increase in order to meet the demands of an ever growing population. As resources are finite, the most feasible way to meet this demand is to minimize losses and improving efficiency. Regular monitoring of f…
View article: Advanced Solid State Nano-electrochemical Sensors and System for Agri 4.0 Applications
Advanced Solid State Nano-electrochemical Sensors and System for Agri 4.0 Applications Open
Global food production needs to increase in order to meet the demands of an ever growing population. As resources are finite, the most feasible way to meet this demand is to minimize losses and improving efficiency. Regular monitoring of f…
View article: Magnetic flux quantum periodicity of the frequency of the on-chip detectable electromagnetic radiation from superconducting flux-flow-oscillators
Magnetic flux quantum periodicity of the frequency of the on-chip detectable electromagnetic radiation from superconducting flux-flow-oscillators Open
Superconducting flux-flow-oscillators (FFOs) based on unidirectional flow of magnetic vortices in a single-long Josephson junction (JJ) and operating at 4.2 K are key elements of sub-terahertz integrated-receivers used in radio-astronomy a…
View article: Portable Data Acquisition System for Nano and Ultra-Micro Scale Electrochemical Sensors
Portable Data Acquisition System for Nano and Ultra-Micro Scale Electrochemical Sensors Open
This work describes a flexible and portable data acquisition system that has been developed to interface to nano and ultra-micro scale electrochemical sensors at the point of use. It can perform a range of voltammetric tests, including Cyc…