Concepedia

George Androulakis

GA

8

Publications

596

Citations

8

H-Index

1996

Active since

Affiliations

University of Patras(Current)

National and Kapodistrian University of Athens

George Androulakis is an author at University of Patras specializing in engineering, computer science, and approximation theory.

Top concepts

EngineeringComputer ScienceInverse ProblemsMachine LearningApproximation TheoryMathematical ProgrammingSignal ProcessingNumerical AnalysisGeneticsMedicine

Publications per year

1996–2023

8

Publications

8

Effective Backpropagation Training with Variable Stepsize

George D. Magoulas, Michael N. Vrahatis, George Androulakis · Neural Networks · 1997 · 180 citations

Model Optimization, Engineering, Machine Learning +6

Improving the Convergence of the Backpropagation Algorithm Using Learning Rate Adaptation Methods

George D. Magoulas, Michael N. Vrahatis, George Androulakis · Neural Computation · 1999 · 135 citations

Model Optimization, Incremental Learning, Engineering +13

A class of gradient unconstrained minimization algorithms with adaptive stepsize

Michael N. Vrahatis, George Androulakis, J.N. Lambrinos et al. · Journal of Computational and Applied Mathematics · 2000 · 133 citations

Mathematical Programming, Image Analysis, Machine Learning +11

On the alleviation of the problem of local minima in back-propagation

George D. Magoulas, Michael N. Vrahatis, George Androulakis · Nonlinear Analysis · 1997 · 47 citations

Mathematical Programming, Numerical Analysis, Engineering +10

A New Unconstrained Optimization Method for Imprecise Function and Gradient Values

Michael N. Vrahatis, George Androulakis, Gerassimos Manoussakis · Journal of Mathematical Analysis and Applications · 1996 · 45 citations

Mathematical Programming, Numerical Analysis, Engineering +10

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