Vasileios Charilogis

28 papers Journal 28
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classification of Earthquakes Using Grammatical Evolution.
Algorithms
Constantina Kopitsa, Ioannis G. Tsoulos, Vasileios Charilogis, Chrysostomos D. Stylios
2025 J jnl
Combining Constructed Artificial Neural Networks with Parameter Constraint Techniques to Achieve Better Generalization Properties.
Symmetry
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2025 J jnl
Enhancing Differential Evolution: A Dual Mutation Strategy with Majority Dimension Voting and New Stopping Criteria.
Symmetry
Anna Maria Gianni, Ioannis G. Tsoulos, Vasileios Charilogis, Glykeria Kyrou
2025 J jnl
Healing Intelligence: A Bio-Inspired Metaheuristic Optimization Method Using Recovery Dynamics.
Future Internet
Vasileios Charilogis, Ioannis G. Tsoulos
2025 J jnl
Improving the Performance of Constructed Neural Networks with a Pre-Train Phase.
Symmetry
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2025 J jnl
Introducing a New Genetic Operator Based on Differential Evolution for the Effective Training of Neural Networks.
Comput.
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2025 J jnl
OPTIMUS: A Multidimensional Global Optimization Package.
J. Open Source Softw.
Ioannis G. Tsoulos, Vasileios Charilogis, Glykeria Kyrou, Vasileios N. Stavrou, Alexandros T. Tzallas
2025 J jnl
Parallel Smell Agent Optimization (SAO): Collaborative Subpopulations for Accelerated Convergence.
Symmetry
Glykeria Kyrou, Ioannis G. Tsoulos, Anna Maria Gianni, Vasileios Charilogis
2025 J jnl
Predicting the Damage of Urban Fires with Grammatical Evolution.
Big Data Cogn. Comput.
Constantina Kopitsa, Ioannis G. Tsoulos, Andreas Miltiadous, Vasileios Charilogis
2025 J jnl
Predicting the Forest Fire Duration Enriched with Meteorological Data Using Feature Construction Techniques.
Symmetry
Constantina Kopitsa, Ioannis G. Tsoulos, Andreas Miltiadous, Vasileios Charilogis
2025 J jnl
Predicting the Magnitude of Earthquakes Using Grammatical Evolution.
Algorithms
Constantina Kopitsa, Ioannis G. Tsoulos, Vasileios Charilogis
2025 J jnl
TRIDENT-DE: Triple-Operator Differential Evolution with Adaptive Restarts and Greedy Refinement.
Future Internet
Vasileios Charilogis, Ioannis G. Tsoulos, Anna Maria Gianni
2025 J jnl
Utilizing a Bounding Procedure Based on Simulated Annealing to Effectively Locate the Bounds for the Parameters of Radial Basis Function Networks.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2024 J jnl
Combining Parallel Stochastic Methods and Mixed Termination Rules in Optimization.
Algorithms
Vasileios Charilogis, Ioannis G. Tsoulos, Anna Maria Gianni
2024 J jnl
EOFA: An Extended Version of the Optimal Foraging Algorithm for Global Optimization Problems.
Comput.
Glykeria Kyrou, Vasileios Charilogis, Ioannis G. Tsoulos
2024 J jnl
Improving the Generalization Abilities of Constructed Neural Networks with the Addition of Local Optimization Techniques.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis, Alexandros T. Tzallas
2024 J jnl
Local Crossover: A New Genetic Operator for Grammatical Evolution.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis, Dimitrios G. Tsalikakis
2024 J jnl
Predicting the Duration of Forest Fires Using Machine Learning Methods.
Future Internet
Constantina Kopitsa, Ioannis G. Tsoulos, Vasileios Charilogis, Athanassios Stavrakoudis
2024 J jnl
RbfCon: Construct Radial Basis Function Neural Networks with Grammatical Evolution.
Softw.
Ioannis G. Tsoulos, Ioannis Varvaras, Vasileios Charilogis
2024 J jnl
Refining the Eel and Grouper Optimizer with Intelligent Modifications for Global Optimization.
Comput.
Glykeria Kyrou, Vasileios Charilogis, Ioannis G. Tsoulos
2024 J jnl
Training Neural Networks with a Procedure Guided by BNF Grammars.
Big Data Cogn. Comput.
Ioannis G. Tsoulos, Vasileios Charilogis
2023 J jnl
An Improved Parallel Particle Swarm Optimization.
SN Comput. Sci.
Vasileios Charilogis, Ioannis G. Tsoulos, Alexandros T. Tzallas
2023 J jnl
An Intelligent Technique for Initial Distribution of Genetic Algorithms.
Axioms
Vasileios Charilogis, Ioannis G. Tsoulos, Vasilis Stavrou
2023 J jnl
Locating the Parameters of RBF Networks Using a Hybrid Particle Swarm Optimization Method.
Algorithms
Ioannis G. Tsoulos, Vasileios Charilogis
2022 J jnl
MinCentre: using clustering in global optimisation.
Int. J. Comput. Intell. Stud.
Vasileios Charilogis, Ioannis G. Tsoulos
2022 J jnl
Modifications for the Differential Evolution Algorithm.
Symmetry
Vasileios Charilogis, Ioannis G. Tsoulos, Alexandros T. Tzallas, Evangelos Karvounis
2022 J jnl
Toward an Ideal Particle Swarm Optimizer for Multidimensional Functions.
Inf.
Vasileios Charilogis, Ioannis G. Tsoulos
2021 J jnl
An Improved Controlled Random Search Method.
Symmetry
Vasileios Charilogis, Ioannis G. Tsoulos, Alexandros T. Tzallas, Nikolaos P. Anastasopoulos