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NCA
2008
IEEE
15 years 3 months ago
The application of ridge polynomial neural network to multi-step ahead financial time series prediction
Motivated by the slow learning properties of multilayer perceptrons (MLPs) which utilize computationally intensive training algorithms, such as the backpropagation learning algorit...
Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsi...
CDC
2009
IEEE
137views Control Systems» more  CDC 2009»
15 years 8 months ago
Asynchronous gossip algorithms for stochastic optimization
Abstract— We consider a distributed multi-agent network system where the goal is to minimize an objective function that can be written as the sum of component functions, each of ...
Sundhar Srinivasan Ram, Angelia Nedic, Venugopal V...
GECCO
2010
Springer
183views Optimization» more  GECCO 2010»
15 years 8 months ago
Neuroevolution of mobile ad hoc networks
This paper describes a study of the evolution of distributed behavior, specifically the control of agents in a mobile ad hoc network, using neuroevolution. In neuroevolution, a p...
David B. Knoester, Heather Goldsby, Philip K. McKi...
ICALP
1999
Springer
15 years 7 months ago
Wide Area Computation
Abstract. The last decades have seen the emergence of the sea of objects paradigm for structuring complex distributed systems on workstations and local area networks. In this appro...
Luca Cardelli
ICDCSW
2005
IEEE
15 years 9 months ago
A Topologically-Aware Worm Propagation Model for Wireless Sensor Networks
Internet worms have repeatedly revealed the susceptibility of network hosts to malicious intrusions. Recent studies have proposed to employ the underlying principles of worm propa...
Syed A. Khayam, Hayder Radha