About: Autonomous Design of Modular Intelligent Systems

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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 optimization of 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 with it benefits and drawbacks. Finally, simple example is mentioned. 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 optimization of 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 with it benefits and drawbacks. Finally, simple example is mentioned. (en)
Title	Autonomous Design of Modular Intelligent Systems Autonomous Design of Modular Intelligent Systems (en)
skos:prefLabel	Autonomous Design of Modular Intelligent Systems Autonomous Design of Modular Intelligent Systems (en)
skos:notation	RIV/68407700:21230/13:00205650!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Nahodil, Pavel Vítků, Jaroslav
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	62702
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/13:00205650
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Agent; Architecture; Artificial Life; Creature; Behaviour; Hybrid; Neural Networks; Evolution (en)
http://linked.open.../riv/klicoveSlovo	Architecture - Town Planning - Gardens and Parks - Historicism - Art nouveau Behaviour Creature Evolution Artificial Life Agent Hybrid Neural Networks
http://linked.open...ontrolniKodProRIV	[468876484A8B]
http://linked.open...v/mistoKonaniAkce	Ålesund
http://linked.open...i/riv/mistoVydani	Brusel
http://linked.open...i/riv/nazevZdroje	Proceedings of 27th European Conference on Modeling and Simulation ECMS 2013
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2013
http://linked.open...iv/tvurceVysledku	Nahodil, Pavel Vítků, Jaroslav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2013-05-27 (xsd:date)
number of pages	7 (xsd:int)
http://purl.org/ne...btex#hasPublisher	European Council for Modelling and Simulation
https://schema.org/isbn	978-0-9564944-6-7
http://localhost/t...ganizacniJednotka	21230

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