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Magoulas, George D.

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Author ID: magoulas.george-d Recent zbMATH articles by "Magoulas, George D."
Published as: Magoulas, G. D.; Magoulas, George D.
External Links: MGP · ORCID
Documents Indexed: 33 Publications since 1996

Publications by Year

Citations contained in zbMATH Open

21 Publications have been cited 106 times in 80 Documents Cited by Year
A class of gradient unconstrained minimization algorithms with adaptive stepsize. Zbl 0958.65072
Vrahatis, M. N.; Androulakis, G. S.; Lambrinos, J. N.; Magoulas, G. D.
33
2000
Improving the particle swarm optimizer by function “stretching”. Zbl 1015.90064
Parsopoulos, K. E.; Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
14
2001
From linear to nonlinear iterative methods. Zbl 1022.65060
Vrahatis, M. N.; Magoulas, G. D.; Plagianakos, V. P.
9
2003
Objective function ”stretching” to alleviate convergence to local minima. Zbl 1042.90622
Parsopoulos, K. E.; Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
7
2001
Minimization techniques in neural network supervised training. Zbl 0884.68106
Androulakis, G. S.; Magoulas, G. D.; Vrahatis, M. N.
6
1996
On the alleviation of the problem of local minima in back-propagation. Zbl 0891.68089
Magoulas, G. D.; Vrahatis, M. N.; Androulakis, G. S.
6
1997
On the acceleration of the backpropagation training method. Zbl 0891.68090
Vrahatis, M. N.; Androulakis, G. S.; Magoulas, G. D.
5
1997
Adaptive stepsize algorithms for on-line training of neural networks. Zbl 1042.68657
Magoulas, G. D.; Plagianakos, V. P.; Vrahatis, M. N.
5
2001
Adaptive algorithms for neural network supervised learning: a deterministic optimization approach. Zbl 1156.92004
Magoulas, George D.; Vrahatis, Michael N.
4
2006
Learning in multilayer perceptrons using global optimization strategies. Zbl 1042.90653
Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
4
2001
Globally convergent modification of the quickprop method. Zbl 1060.68626
Vrahatis, Michael N.; Magoulas, George D.; Plagianakos, Vassilis P.
2
2000
Geometry of learning: Visualizing the performance of neural network supervised training methods. Zbl 0898.68075
Androulakis, G. S.; Magoulas, G. D.; Vrahatis, M. N.
2
1997
Approaches to adaptive stochastic search based on the nonextensive \(q\)-distribution. Zbl 1178.90170
Magoulas, George D.; Anastasiadis, Aristoklis
1
2006
Perceptual considerations forquality of service management: An integrated architecture. Zbl 0997.68745
Ghinea, George; Magoulas, George D.
1
2001
Supervised training using global search methods. Zbl 1048.90117
Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
1
2001
Solving the linear interval tolerance problem for weight initialization of neural networks. Zbl 1323.92012
Adam, S. P.; Karras, D. A.; Magoulas, G. D.; Vrahatis, M. N.
1
2014
Machine learning in medical applications. Zbl 0980.68738
Magoulas, George D.; Prentza, Andriana
1
2001
Bounding the search space for global optimization of neural networks learning error: an interval analysis approach. Zbl 1392.68335
Adam, Stavros P.; Magoulas, George D.; Karras, Dimitrios A.; Vrahatis, Michael N.
1
2016
INSPIRE: An intelligent system for personalized instruction in a remote environment. Zbl 1043.68952
Papanikolaou, Kyparisia A.; Grigoriadou, Maria; Kornilakis, Harry; Magoulas, George D.
1
2002
Nonmonotone BFGS-trained recurrent neural networks for temporal sequence processing. Zbl 1207.92004
Peng, Chun-Cheng; Magoulas, George D.
1
2011
Improved learning of neural nets through global search. Zbl 1123.92002
Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
1
2006
Bounding the search space for global optimization of neural networks learning error: an interval analysis approach. Zbl 1392.68335
Adam, Stavros P.; Magoulas, George D.; Karras, Dimitrios A.; Vrahatis, Michael N.
1
2016
Solving the linear interval tolerance problem for weight initialization of neural networks. Zbl 1323.92012
Adam, S. P.; Karras, D. A.; Magoulas, G. D.; Vrahatis, M. N.
1
2014
Nonmonotone BFGS-trained recurrent neural networks for temporal sequence processing. Zbl 1207.92004
Peng, Chun-Cheng; Magoulas, George D.
1
2011
Adaptive algorithms for neural network supervised learning: a deterministic optimization approach. Zbl 1156.92004
Magoulas, George D.; Vrahatis, Michael N.
4
2006
Approaches to adaptive stochastic search based on the nonextensive \(q\)-distribution. Zbl 1178.90170
Magoulas, George D.; Anastasiadis, Aristoklis
1
2006
Improved learning of neural nets through global search. Zbl 1123.92002
Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
1
2006
From linear to nonlinear iterative methods. Zbl 1022.65060
Vrahatis, M. N.; Magoulas, G. D.; Plagianakos, V. P.
9
2003
INSPIRE: An intelligent system for personalized instruction in a remote environment. Zbl 1043.68952
Papanikolaou, Kyparisia A.; Grigoriadou, Maria; Kornilakis, Harry; Magoulas, George D.
1
2002
Improving the particle swarm optimizer by function “stretching”. Zbl 1015.90064
Parsopoulos, K. E.; Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
14
2001
Objective function ”stretching” to alleviate convergence to local minima. Zbl 1042.90622
Parsopoulos, K. E.; Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
7
2001
Adaptive stepsize algorithms for on-line training of neural networks. Zbl 1042.68657
Magoulas, G. D.; Plagianakos, V. P.; Vrahatis, M. N.
5
2001
Learning in multilayer perceptrons using global optimization strategies. Zbl 1042.90653
Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
4
2001
Perceptual considerations forquality of service management: An integrated architecture. Zbl 0997.68745
Ghinea, George; Magoulas, George D.
1
2001
Supervised training using global search methods. Zbl 1048.90117
Plagianakos, V. P.; Magoulas, G. D.; Vrahatis, M. N.
1
2001
Machine learning in medical applications. Zbl 0980.68738
Magoulas, George D.; Prentza, Andriana
1
2001
A class of gradient unconstrained minimization algorithms with adaptive stepsize. Zbl 0958.65072
Vrahatis, M. N.; Androulakis, G. S.; Lambrinos, J. N.; Magoulas, G. D.
33
2000
Globally convergent modification of the quickprop method. Zbl 1060.68626
Vrahatis, Michael N.; Magoulas, George D.; Plagianakos, Vassilis P.
2
2000
On the alleviation of the problem of local minima in back-propagation. Zbl 0891.68089
Magoulas, G. D.; Vrahatis, M. N.; Androulakis, G. S.
6
1997
On the acceleration of the backpropagation training method. Zbl 0891.68090
Vrahatis, M. N.; Androulakis, G. S.; Magoulas, G. D.
5
1997
Geometry of learning: Visualizing the performance of neural network supervised training methods. Zbl 0898.68075
Androulakis, G. S.; Magoulas, G. D.; Vrahatis, M. N.
2
1997
Minimization techniques in neural network supervised training. Zbl 0884.68106
Androulakis, G. S.; Magoulas, G. D.; Vrahatis, M. N.
6
1996
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Cited by 136 Authors

14 Vrahatis, Michael N.
10 Shi, Zhenjun
8 Magoulas, George D.
7 Shen, Jie
4 Tasoulis, Dimitris K.
4 Wang, Yongjun
3 Androulakis, George S.
3 Pavlidis, Nicos G.
3 Wei, Zengxin
3 Yuan, Gonglin
2 Anastasiadis, Aristoklis D.
2 Barcelos, Manuel N. D. jun.
2 Borzabadi, Akbar Hashemi
2 Dai, Yu-Hong
2 Fard, Omid Solaymani
2 Fernandes, Edite M. G. P.
2 Laskari, E. C.
2 Maute, Kurt
2 Meletiou, Gerasimos C.
2 Nosratipour, Hadi
2 Pereira, Ana Isabel P. N.
2 Plagianakos, Vassilis P.
2 Stanimirović, Predrag S.
2 Yang, Xiaoqi
2 Zhang, Jiangshe
1 Al-Baali, Mehiddin
1 Antoni, Grégory
1 Bavestrello, Henri
1 Bencherif-Madani, Abdelatif
1 Boutsinas, Basilis
1 Brits, Rudi M.
1 Cai, Xiushan
1 Chaari, Majdi
1 Chai, Yi
1 Chand, Satish
1 Chetwynd, Derek G.
1 Costa, M. Fernanda P.
1 Dai, Huiya
1 Ding, Feng
1 Du, Weilin
1 Ellaia, Rachid
1 Engelbrecht, Andries Petrus
1 Epitropakis, Michael G.
1 Fan, Lei
1 Fang, Leheng
1 Fekih, Afef
1 Fu, Xiang
1 García Torres, Miguel
1 Goltsev, Alexander V.
1 Gómez-Guerrero, Santiago
1 Grapsa, Theodoula N.
1 Guan, Lutai
1 Han, Le
1 Hassouni, S.
1 He, Junqi
1 Hmida, Jalel Ben
1 Horng, Shih-Cheng
1 Hu, Tiesong
1 Hu, Wujie
1 Huang, Chongchao
1 Huang, Shuai
1 Ivanov, Branislav
1 Izquierdo, Joaquín
1 Jakubcová, Michala
1 Ji, Changming
1 Jia, Liping
1 Jiang, Yan
1 Khelil, Nawel
1 Kozierkiewicz-Hetmańska, Adrianna
1 Lambrinos, J. N.
1 Li, Anqiang
1 Li, Bin
1 Li, Lixiang
1 Li, Xiangrong
1 Lin, Shin-Yeu
1 Lin, Wei
1 Liu, Jin-Peng
1 Liu, Siyu
1 Liu, Weibing
1 Liu, Xiyang
1 Lowengrub, John Samuel
1 Luo, Qiang
1 Ma, Haifeng
1 Máca, Petr
1 Macklin, Paul
1 Malihoutsaki, E. N.
1 Manson, Gordon A.
1 Matías, Agustín
1 Mello-Román, Jorge D.
1 Mello-Román, Julio C.
1 Miladinović, Marko B.
1 Montalvo, Idel
1 Mosić, Dijana
1 Mourrain, Bernard
1 Németh, József
1 Nguyen Thanh Ngoc
1 Nikas, I. A.
1 Om, Hari
1 Palagi, Laura
1 Parsopoulos, Konstantinos E.
...and 36 more Authors
all top 5

Cited in 41 Serials

11 Applied Mathematics and Computation
11 Journal of Computational and Applied Mathematics
5 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
3 Optimization
3 Numerical Algorithms
3 Nonlinear Analysis. Theory, Methods & Applications
2 Computers & Mathematics with Applications
2 Computer Methods in Applied Mechanics and Engineering
2 Mathematical and Computer Modelling
2 Journal of Global Optimization
2 Computational Optimization and Applications
2 Mathematical Problems in Engineering
2 Optimization Methods & Software
2 Journal of Applied Mathematics and Computing
1 Artificial Intelligence
1 Journal of Mathematical Analysis and Applications
1 Chaos, Solitons and Fractals
1 Biometrics
1 Calcolo
1 Information Sciences
1 Kybernetika
1 Applied Numerical Mathematics
1 Journal of Scientific Computing
1 Neural Networks
1 Applied Mathematical Modelling
1 Communications in Statistics. Theory and Methods
1 Pattern Recognition
1 Journal of Mathematical Imaging and Vision
1 Soft Computing
1 Journal of Inequalities and Applications
1 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences
1 International Journal of Applied Mathematics and Computer Science
1 Nonlinear Analysis. Real World Applications
1 Journal of Applied Mathematics
1 Journal of the Korean Statistical Society
1 Optimization Letters
1 Computational & Mathematical Methods in Medicine
1 Discrete and Continuous Dynamical Systems. Series S
1 Algorithms
1 International Journal of Engineering Mathematics
1 Electronic Research Archive

Citations by Year