4k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Qatar UniversityQA14 papers
- University of LeicesterGB6 papers
- Shandong UniversityCN5 papers
- City University of Hong KongHK4 papers
- University of SharjahAE4 papers
- Harokopio University of AthensGR3 papers
- Leiden UniversityNL3 papers
- University of GuelmaDZ3 papers
- University of LincolnGB3 papers
- Bucharest University of Economic StudiesRO2 papers
- Georgia Institute of TechnologyUS2 papers
- Heriot-Watt UniversityGB2 papers
9 papers · 1 filter
Emergence of Structural Bias in Differential Evolution
Bas van Stein, Fabio Caraffini, Anna V. Kononova
Heuristic optimisation algorithms are in high demand due to the overwhelming amount of complex optimisation problems that need to be solved. The complexity of these problems is wel…
Multiple regression techniques for modeling dates of first performances of Shakespeare-era plays
Pablo Moscato, Hugh Craig, Gabriel Egan +4
The date of the first performance of a play of Shakespeare's time must usually be guessed with reference to multiple indirect external sources, or to some aspect of the content or…
Learnability and Robustness of Shallow Neural Networks Learned With a Performance-Driven BP and a Variant PSO For Edge Decision-Making
Hongmei He, Mengyuan Chen, Gang Xu +2
In many cases, the computing resources are limited without the benefit from GPU, especially in the edge devices of IoT enabled systems. It may not be easy to implement complex AI m…
Differential evolution outside the box
Anna V. Kononova, Fabio Caraffini, Thomas Bäck
This paper investigates how often the popular configurations of Differential Evolution generate solutions outside the feasible domain. Following previous publications in the field,…
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimisation
Shouyong Jiang, Marcus Kaiser, Shengxiang Yang +2
Dynamic multiobjective optimisation has gained increasing attention in recent years. Test problems are of great importance in order to facilitate the development of advanced algori…
Infeasibility and structural bias in Differential Evolution
Fabio Caraffini, Anna V. Kononova, David Corne
This paper thoroughly investigates a range of popular DE configurations to identify components responsible for the emergence of structural bias - recently identified tendency of th…
Multi-Strategy Coevolving Aging Particle Optimization
Giovanni Iacca, Fabio Caraffini, Ferrante Neri
We propose Multi-Strategy Coevolving Aging Particles (MS-CAP), a novel population-based algorithm for black-box optimization. In a memetic fashion, MS-CAP combines two components w…
Human Activity Recognition using Recurrent Neural Networks
Deepika Singh, Erinc Merdivan, Ismini Psychoula +4
Human activity recognition using smart home sensors is one of the bases of ubiquitous computing in smart environments and a topic undergoing intense research in the field of ambien…
Structural bias in population-based algorithms
Anna V. Kononova, David W. Corne, Philippe De Wilde +2
Challenging optimisation problems are abundant in all areas of science. Since the 1950s, scientists have developed ever-diversifying families of black box optimisation algorithms d…