Swarm‐based metaheuristics in automatic programming: a survey

JL Olmo, JR Romero, S Ventura - … Reviews: Data Mining and …, 2014 - Wiley Online Library
On the one hand, swarm intelligence (SI) is an emerging field of artificial intelligence that
takes inspiration in the collective and social behavior of different groups of simple agents …

From metaheuristics to automatic programming

S Elleuch, B Jarboui, P Siarry - … for Machine Learning: New Advances and …, 2022 - Springer
Metaheuristics are well known approaches to solve efficiently hard optimization problems.
Furthermore, the automatic generation of computer programs using metaheuristics as …

Variable neighborhood programming for evolving discriminent functions with dynamic thresholds

S Elleuch, B Jarboui - 2018 international conference on …, 2018 - ieeexplore.ieee.org
This paper aims to develop a new automatic programming system to solve multi-class
classification problem. Our method is based on a recently proposed algorithm called …

Swarm Programming Using Multi-verse Optimizer

T Si - Soft Computing for Problem Solving: Proceedings of …, 2021 - Springer
Swarm programming is the swarm-based automatic programming in which swarm
intelligence algorithms are used to evolve computer programs automatically. Automatic …