Vassilis P. Plagianakos
Professor
Book Chapter
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Evolutionary Algorithm Training of Higher-Order Neural Networks
Book Chapter
In: Artificial Higher Order Neural Networks for Computer Science and Engineering: Tends for Emerging Applications, Ming Zhang (ed.), IGI Global, (2009).
Publication year: 2009
A Review of Major Application Areas of Differential Evolution
Book Chapter
In: Advances in Differential Evolution, Springer-Verlag, U.K. Chakraborty (ed.), 197-238, (2008).
Publication year: 2008
Computational Intelligence Algorithms and DNA Microarrays
Book Chapter
In: Studies in Computational Intelligence (SCI), Chapter 1, Springer-Verlag, Berlin, (2007).
Publication year: 2007
Improved learning of neural nets through global search
Book Chapter
In: Global Optimization: Scientific and Engineering Case Studies, Series: Nonconvex Optimization and Its Applications, J.D. Pintér (ed.), Kluwer Academic Publishers, Vol. 85, Chapter 15, 361-388, (2006).
Publication year: 2006
On-line Neural Network Training for Automatic Ischemia Episode Detection
Book Chapter
Lecture Notes in Computer Science (LNAI), Vol. 3070, 1062-1068, (2004).
Publication year: 2004
On-line neural network training
Book Chapter
In: Order and Chaos in Nonlinear Dynamical Systems, T. Bountis, S. Ichtiaroglou and S. Pnevmatikos Eds., K. Sfakianaki Editions, Vol. 8, 329-340, (2003) , (in Greek).
Publication year: 2003
Εισαγωγή στα Τεχνητά Νευρωνικά Δίκτυα
Book Chapter
Στο: Τάξη και Χάος στα Μη Γραμμικά Συστήματα , Αν. Μπούντης, Δ. Έλληνας, και Ι. Γρυσπολάκης (eds.), Τόμος 7, 225-247, Εκδόσεις Γ. Πνευματικού, Αθήνα, (2002).
Publication year: 2002
Supervised training using global search methods
Book Chapter
In: Advances in Convex Analysis and Global Optimization, Honoring the memory of C. Caratheodory (1873-1950), N. Hadjisavvas and P.M. Pardalos, (eds.), Kluwer Academic Publishers, Dordrecht, The Netherlands, Chapter 26, 421-432, (2001).
Publication year: 2001
Learning rate adaptation in stochastic gradient descent
Book Chapter
In: Advances in Convex Analysis and Global Optimization, Honoring the memory of C. Caratheodory (1873-1950), N. Hadjisavvas and P.M. Pardalos, (eds.), Kluwer Academic Publishers, Dordrecht, The Netherlands, Chapter 27, 433-444, (2001).
Publication year: 2001
Improving the particle swarm optimizer by function “stretching”
Book Chapter
In: Advances in Convex Analysis and Global Optimization, Honoring the memory of C. Caratheodory (1873-1950), N. Hadjisavvas and P.M. Pardalos, (eds.), Kluwer Academic Publishers, Dordrecht, The Netherlands, Chapter 28, 445-457, (2001).
Publication year: 2001
A Framework for the Development of Globally Convergent Adaptive Learning Rate Algorithms
Book Chapter
In: Progress in Computer Research, Volume II, F.H. Columbus (ed.), Nova Science Publishers, (2001).
Publication year: 2001
A Derivative Free Minimization Method For Noisy Functions
Book Chapter
In: Advances in Combinatorial and Global Optimization, A. Migdalas, P. Pardalos, and R. Burkard (eds.), World Scientific, River Edge, 283-296, (2001).
Publication year: 2001
Η Εκπαίδευση Τεχνητών Νευρωνικών Δικτύων με Επίβλεψη
Book Chapter
Στο: Τάξη και Χάος στα Μη Γραμμικά Συστήματα, Αν. Μπούντης και Σ. Πνευματικός (eds.), Τόμος 6, 243-262, Εκδόσεις Γ. Πνευματικού, Αθήνα, (2000).
Publication year: 2000
Global Search Methods for Neural Network Training
Book Chapter
In: Advances in Intelligent Systems and Computer Science, N.E. Mastorakis (ed.)., World Scientific and Engineering Society Press, 47-52, (1999).
Publication year: 1999
A Framework for the Development of Globally Convergent Adaptive Learning Rate Algorithms
Book Chapter
In: Advances in Intelligent Systems and Computer Science, N.E. Mastorakis (ed.)., World Scientific and Engineering Society Press, 207-212, (1999).
Publication year: 1999
Integer Weight Training by Differential Evolution Algorithms
Book Chapter
In: Recent Advances in circuits and systems, N.E. Mastorakis (ed.)., World Scientific, (1998).
Publication year: 1998
An Improved Backpropagation Method with Adaptive Learning Rate
Book Chapter
In: Recent Advances in circuits and systems, N.E. Mastorakis (ed.)., World Scientific, (1998).
Publication year: 1998