88 citations · 132 across the 5 of their papers we have counts for
5 papers
How VADER is your AI? Towards a definition of artificial intelligence systems appropriate for regulation
Leonardo C. T. Bezerra, Alexander E. I. Brownlee, Luana Ferraz Alvarenga +2
Artificial intelligence (AI) has driven many information and communication technology (ICT) breakthroughs. Nonetheless, the scope of ICT systems has expanded far beyond AI since th…
Roulette-Wheel Selection-Based PSO Algorithm for Solving the Vehicle Routing Problem with Time Windows
Gautam Siddharth Kashyap, Alexander E. I. Brownlee, Orchid Chetia Phukan +2
The well-known Vehicle Routing Problem with Time Windows (VRPTW) aims to reduce the cost of moving goods between several destinations while accommodating constraints like set time…
Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables
Manjinder Singh, Alexander E. I. Brownlee, David Cairns
Metaheuristic search algorithms look for solutions that either maximise or minimise a set of objectives, such as cost or performance. However most real-world optimisation problems…
An Application of a Multivariate Estimation of Distribution Algorithm to Cancer Chemotherapy
Alexander Brownlee, Martin Pelikan, John McCall +1
Chemotherapy treatment for cancer is a complex optimisation problem with a large number of interacting variables and constraints. A number of different probabilistic algorithms hav…
Metaheuristics "In the Large"
Jerry Swan, Steven Adriaensen, Alexander E. I. Brownlee +13
Following decades of sustained improvement, metaheuristics are one of the great success stories of optimization research. However, in order for research in metaheuristics to avoid…