Ioannis G. Tsoulos

Artificial neural network development by means of a novel combination of grammatical evolution and genetic algorithm

Fardin Ahmadizar, Khabat Soltanian, Fardin Akhlaghian Tab et al. · Engineering Applications of Artificial Intelligence · 2014 · 146 citations

Computing, Computer Science, Artificial Intelligence +10

Modifications of real code genetic algorithm for global optimization

Ioannis G. Tsoulos · Applied Mathematics and Computation · 2008 · 126 citations

Computing, Computer Science, Algorithms +11

Solving differential equations with constructed neural networks

Ioannis G. Tsoulos, Dimitris Gavrilis, Euripidis Glavas · Neurocomputing · 2009 · 112 citations

Natural Sciences, Mathematics, Differential Equations +12

Neural network construction and training using grammatical evolution

Ioannis G. Tsoulos, Dimitris Gavrilis, Euripidis Glavas · Neurocomputing · 2008 · 107 citations

Computing, Computer Science, Linguistics +14

Solving differential equations with genetic programming

Ioannis G. Tsoulos, I.E. Lagaris · Genetic Programming and Evolvable Machines · 2006 · 92 citations

Natural Sciences, Mathematics, Differential Equations +12