Casa dos Marcos is the largest specialized medical and residential center for rare diseases in the Iberian Peninsula. The large number of patients and the uniqueness of their diseases …
In this paper, we study Particle Swarm Optimization (PSO) as a collective search mechanism for individuals (such as aerial micro-robots) which are supposed to search in environments …
P Bartashevich, D Koerte… - 2020 IEEE Symposium …, 2020 - ieeexplore.ieee.org
This paper studies the role of communication topologies in swarms performing the search under strong negative influence coming from the unknown external environment affecting …
Accurate livestock management can be achieved by means of predictive models. Critical factors affecting the welfare of intensive beef cattle husbandry systems can be difficult to be …
In this Chapter the first approach adopted with ML techniques is presented. In particular, GP was adopted among the different techniques. Thanks to its structural characteristics …
Vectorial Genetic Programming (VE_GP) has already revealed advantages in benchmark problems, chapter 6, but noteworthy are the results on the real prediction of time series data …
The purpose of this thesis is to conduct comparative research between Genetic Programming (GP) and Geometric Semantic Genetic Programming (GSGP), with different …
Abstract Vectorial Genetic Programming (VE_GP) is a new GP approach for panel data forecasting. Besides permitting the use of vectors as terminal symbols to represent time …
The purpose of this thesis is to conduct comparative research between Genetic Programming (GP) and Geometric Semantic Genetic Programming (GSGP), with different …