Autonomous Design of Modular Intelligent Systems

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00205650" target="_blank" >RIV/68407700:21230/13:00205650 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Autonomous Design of Modular Intelligent Systems
Original language description
We propose our original system capable of autonomous design of general-purpose complex modular hybrid systems. The resulting hybrid systems will be able to employ various techniques of learning, decision-making, prediction etc. Presented topic is from Artificial Life domain, but contributes also to fields such as Artificial Intelligence, Biology, Computational Neuroscience, Ethology, Cybernetics and potentially into many other aspects of research. The autonomous design is implemented as an optimizationof system topology with respect to given problem. The principle of design is based on modified neuro-evolution and can be compared to modular neural networks. One of the main requirements is standardization of communication between very different subsystems. Here, each subsystem - module implements arbitrary algorithm and is treated as a Multiple-Input Multiple-Output subsystem. First, the design of simulator used is described, then the basic principle of hybrid networks is explained wit
Czech name
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Czech description
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Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 27th European Conference on Modeling and Simulation ECMS 2013
ISBN
978-0-9564944-6-7
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
379-385
Publisher name
European Council for Modelling and Simulation
Place of publication
Brusel
Event location
?lesund
Event date
May 27, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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