NDLI: Constructing software autonomous agents to computer network management

Please wait, while we are loading the content...

2012 Brazilian Symposium on Neural Networks

2010 Eleventh Brazilian Symposium on Neural Networks

2008 10th Brazilian Symposium on Neural Networks

2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06)

VII Brazilian Symposium on Neural Networks, 2002. SBRN 2002. Proceedings.

Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks

Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks

Neurosymbolic processing: non-monotonic operators and their FPGA implementation

Non-linear modelling and chaotic neural networks

Neural computation: From neuroscience to technology and back again

Adaptation of parameters of BP algorithm using learning automata

A clustering method for improving the global search capability of genetic algorithms

An efficient implementation of a learning method for Mamdani fuzzy models

A chemical reactor benchmark for parallel adaptive control using feedforward neural networks

Neural network-based controllers for mobile robot

Scalars, a way to improve the multi-objective prediction of the GAdC-method

Extraction of statistically dependent sources with temporal structure

A dynamically coupled chaotic oscillatory correlation network

Design of a fuzzy controller with simplified architecture

CDMA and TDMA based neural nets

An evolutionary immune network for data clustering

A hybrid genetic algorithm for finding stable conformations of small molecules

Rule extraction from linear combinations of DIMLP neural networks

Synthesis of analog circuits using evolutionary hardware

A neural network-based direct inverse control for active control of vibrations of mechanical systems

Neural networks vs. PARMA modelling: case studies of river flow prediction

Monthly stream flow forecasting using an neural fuzzy network model

A hierarchical neural model in short-term load forecasting

A study of possible improvements to the Alopex training algorithm

Web text mining using a hybrid system

Mental imagery in explanations of visual object classification

Weight structure of binary codes and the performance of blind search algorithms

Fuzzy systems to solve inverse kinematics problem in robots control: application to an hexapod robots' leg

Averaging spectra to improve the classification of the noise radiated by ships using neural networks

SVM-KM: speeding SVMs learning with a priori cluster selection and k-means

A multi-objective optimization approach for training artificial neural networks

Symbolic regression via genetic programming

Graph layout using a genetic algorithm

A model for the simulation of a cold rolling mill, using neural networks and sensitivity factors

Elastic neural net algorithm for cluster analysis

Online neo-fuzzy-neuron state observer

A new paradigm for the description of image patterns-from pixels to fuzzy sets of rules

A fuzzy threshold max-product unit, with learning algorithm, for classification of pattern vectors

A novel approach for solving constrained nonlinear optimization problems using neurofuzzy systems

Evolutionary optimization of RBF networks

Comparing different clustering techniques-RBF networks training

Using the GasNet model in discrete domains

Real estate value at Porto Alegre city using artificial neural networks

Simulated annealing for robust VQ: improving image transmission through a fading channel

Techniques for image compression: a comparative analysis

Selecting diverse members of neural network ensembles

A neural propositional reasoner that is goal-driven and works without pre-compiled knowledge

Morphological rules of similarity for hierarchical distributed representations

Feedback-error-learning for controlling a flexible link

Atmospheric pressure applied to a neural network based short term load forecasting

Influence of training sample preprocessing in generalization accuracy of multilayer perceptron

A comparative study of LBG and SOA codebooks concerning the computational complexity of the minimum distortion encoding for VQ

Constructing software autonomous agents to computer network management

Prediction of protein structures using a Hopfield network

Hypermedia intelligent system

Hierarchical neuro-fuzzy BSP model-HNFB

Fetal left atrium segmentation using Kohonen maps to measure the septum primum redundancy index

Application of neural networks: a molecular geometry optimization study

Neuro-fuzzy networks for pattern classification and rule extraction

Face detector combining eigenfaces, neural network and bootstrap

Continuous attractors in recurrent neural networks and phase space learning

An improved genetic algorithm performance with benchmark functions

An integrated approach of visual computational modelling

Proceedings 5th Brazilian Symposium on Neural Networks (Cat. No.98EX209)

Proceedings 4th Brazilian Symposium on Neural Networks

Constructing software autonomous agents to computer network management

Content Provider	IEEE Xplore Digital Library
Author	De Franceschi, A.S.M. Barreto, J.M. Roisenberg, M.
Copyright Year	2000
Description	Author affiliation: Grupo de Pesquisas em Engenharia Biomedica, Univ. Federal de Santa Catarina, Florianopolis, Brazil (De Franceschi, A.S.M.)
Abstract	Summary form only given. There are three important concepts in the computer network management area: managers, agents and managed objects. This work presents a methodology to develop autonomous agents for network management. There are two kinds of agents to develop: static or dynamic agents. The first one can be implemented, using heuristics obtained from an expert or the network administrator, through production rules or feedforward neural networks. Using the network examples we can construct dynamic agents. The recurrent neural network may be trained to solve a problem using some examples. Moreover, the behavior of the management must be considered, the network management may be reactive or proactive. From the analysis it is possible to define if the problem demands static or dynamic autonomous agents. The application of a static approach in the solution of dynamic problems cause two inconveniences: 1) it does not allow covering all the different states of a dynamic system; and 2) to cover all the states it would require a great neural network, perhaps impossible of converging to a solution.
File Size	98846
File Format	PDF
ISBN	0769508561
ISSN	15224899
DOI	10.1109/SBRN.2000.889755
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2000-11-25
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Autonomous agents Computer network management Neural networks Protocols Information management Decision making Production Feedforward neural networks Recurrent neural networks Open systems
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in