Analysis of Intelligent Computational Distributed Systems
Project goals
The goal of the project is to contribute to theoretical analysis of distributed computational systems (which include systems applied used in so called softcomputing such as neural networks, kernel, radial and fuzzy models) and to apply theoretical results to design of hybrid machine-learning algorithms, to realize software implementation of these algorithms and to verify their efficiency on infrastructure data.
Keywords
computational intelligencesoftcomputingneural networkskernelradial and fuzzy modelsmodel complexitylearning algorithms
Public support
Provider
Ministry of Education, Youth and Sports
Programme
COST
Call for proposals
COST 8 (SMSM2010OC5)
Main participants
—
Contest type
VS - Public tender
Contract ID
1081/2011-320
Alternative language
Project name in Czech
Analýza inteligentních distribuovaných výpočetních systémů
Annotation in Czech
Cílem projektu je vývoj teorie složitosti inteligentních distribuovaných výpočetních systémů, návrh algoritmů jejich učení, softwarová implementace těchto algoritmů a jejich testování na datech z oblasti infrastruktury.
Scientific branches
R&D category
ZV - Basic research
CEP classification - main branch
IN - Informatics
CEP - secondary branch
BA - General mathematics
CEP - another secondary branch
JD - Use of computers, robotics and its application
10101 - Pure mathematics
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
20204 - Robotics and automatic control
20205 - Automation and control systems
Completed project evaluation
Provider evaluation
V - Vynikající výsledky projektu (s mezinárodním významem atd.)
Project results evaluation
Results of the project contributed to theoretical analysis of distributed computational systems which include neural networks, radial and kernel models, and fuzzy systems. On the basis of theoretical results, hybrid machine-learning algorithms were designed, their software implementation was realized, its functionality was verified on infrastructure data.
Solution timeline
Realization period - beginning
May 1, 2010
Realization period - end
Dec 31, 2012
Project status
U - Finished project
Latest support payment
Feb 27, 2012
Data delivery to CEP
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data delivery code
CEP13-MSM-OC-U/01:1
Data delivery date
Jun 28, 2013
Finance
Total approved costs
2,733 thou. CZK
Public financial support
1,491 thou. CZK
Other public sources
1,242 thou. CZK
Non public and foreign sources
0 thou. CZK
Basic information
Recognised costs
2 733 CZK thou.
Public support
1 491 CZK thou.
54%
Provider
Ministry of Education, Youth and Sports
CEP
IN - Informatics
Solution period
01. 05. 2010 - 31. 12. 2012