GELAB–the cutting edge of grammatical evolution

KK Gupt, MA Raja, A Murphy, A Youssef… - IEEE Access, 2022 - ieeexplore.ieee.org
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 …

An investigation into structured grammatical evolution initialisation

A Murphy, M Mahdinejad, A Ventresque… - … and Evolvable Machines, 2024 - Springer
A key ingredient in any successful genetic programming is robust initialisation. Many
successful initialisation methods used in genetic programming have been adapted to use …

Time is on the side of grammatical evolution

A Murphy, A Youssef, KK Gupt… - … and Informatics (ICCCI …, 2021 - ieeexplore.ieee.org
The computational complexity of Evolutionary Algorithms (EAs) is a well-known concern.
This paper is concerned with the resource consumption of GELAB, a novel Grammatical …

Evolutionary computing based analysis of diversity in grammatical evolution

A Youssef, KK Gupt, MA Raja… - … Intelligence and Smart …, 2021 - ieeexplore.ieee.org
Diversity is a much sought after aspect of any evolutionary system. More diversity means a
cornucopia of diverse behaviors and traits among the individuals of a population. Lack of …