About: Natural Computing on Unconventional Platforms

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

Attributes	Values
rdf:type	http://linked.opendata.cz/ontology/domain/vavai/Projekt
rdfs:seeAlso	http://www.isvav.cz/projectDetail.do?rowId=GAP103/10/1517
Description	The project proposes new methods and platforms for the implementation of natural computing applications. The project hypothesis is that by using a suitable unconventional platform and suitably modified existing nature-inspired algorithm, an improvement of chosen performance criterion can be obtained for a particular application in comparison with the state of the art conventional implementations of the same application. The unconventional platforms include graphics processing units (GPUs) and field programmable gate arrays (FPGAs) that will be utilized for general purpose computing in this project. Reconfigurable polymorphic chips and printed electronics represent more exotic platforms in the project. As representatives of natural computing algorithms we will develop evolutionary algorithms and cellular automata on proposed platforms. Evolutionary algorithms will be evaluated on problems such as evolutionary circuit design, optimization of communication schedules, multi-objective optimization etc. Self-replication and road traffic simulation are typical evaluation tasks for proposed cellular automata implementations. Developed systems will be compared in terms of performance, cost, power consumption and flexibility. (en) Projekt navrhuje nové metody a platformy pro implementaci natural computingu (počítání podle přírody). Hypotéza projektu je formulována takto: Pokud je použita vhodná nekonvenční platforma a pokud je vhodně modifikován přírodou inspirovaný algoritmus, potom je možné vylepšit zvolené výkonnostní kritérium aplikace v porovnání s existujícími konvenčními implementacemi téže aplikace. Nekonvečními platformami jsou grafické procesní elementy (GPU) a programovatelná hradlová pole (FPGA), které budou využity pro obecné výpočty. Rekonfigurovatelné polymorfní čipy a tištěná elektronika představují v tomto projektu exotičtější výpočetní platformy. Jako reprezentanty natural computingu budeme na zmíněných platformách vyvíjet evoluční algoritmy a celulární automaty. Evoluční algoritmy budou ohodnocovány v úlohách evolučního návrhu obvodů, optimalizace komunikačních plánů, multikriteriální optimalizace apod. Sebereplikace a simulace dopravní situace jsou typické úlohy pro navrhované implementace celulárních automatů. Navržené systémy budou porovnány s ohledem na výkonnost, cenu, spotřebu energie a flexibilitu.
Title	Natural Computing on Unconventional Platforms (en) Natural computing na nekonvenčních platformách
skos:notation	GAP103/10/1517
http://linked.open...avai/cep/aktivita	Standard projects
http://linked.open...kovaStatniPodpora	http://linked.opendata.cz/resource/domain/vavai/projekt/GAP103%2F10%2F1517/celkovaStatniPodpora
http://linked.open...ep/celkoveNaklady	http://linked.opendata.cz/resource/domain/vavai/projekt/GAP103%2F10%2F1517/celkoveNaklady
http://linked.open...datumDodatniDoRIV	2014-07-01 (xsd:date)
http://linked.open...i/cep/druhSouteze	VS - Veřejná soutěž ve výzkumu a vývoji
http://linked.open...ep/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open.../cep/fazeProjektu	100262119
http://linked.open...ai/cep/hlavniObor	JC - Počítačový hardware a software
http://linked.open...hodnoceniProjektu	V - Vynikající výsledky (s mezinárodním významem apod.). Zároveň byly splněny cíle a předpokládané výsledky uvedené ve smlouvě / rozhodnutí o poskytnutí podpory.
http://linked.open...vai/cep/kategorie	ZV - Základní výzkum
http://linked.open.../cep/klicovaSlova	evolutionary algorithms cellular automata GPU FPGA natural computing (en)
http://linked.open...ep/partnetrHlavni	Fakulta informačních technologií
http://linked.open...inujicichPrijemcu	0 (xsd:int)
http://linked.open...cep/pocetPrijemcu	1 (xsd:int)
http://linked.open...ocetSpoluPrijemcu	0 (xsd:int)
http://linked.open.../pocetVysledkuRIV	104 (xsd:int)
http://linked.open...enychVysledkuVRIV	104 (xsd:int)
http://linked.open...lneniVMinulemRoce	2013-06-12 (xsd:date)
http://linked.open.../prideleniPodpory	http://linked.opendata.cz/resource/domain/vavai/cep/prideleniPodpory/P103-10-1517
http://linked.open...iciPoslednihoRoku	2013
http://linked.open...atUdajeProjZameru	2014
http://linked.open.../vavai/cep/soutez	SGA02010GA-ST
http://linked.open...usZobrazovaneFaze	DUU
http://linked.open...ai/cep/typPojektu	P - Projekt výzkumu a vývoje financovaný ze státního rozpočtu
http://linked.open...ep/ukonceniReseni	2013-12-31 (xsd:date)
http://linked.open...ep/zahajeniReseni	2010-01-01 (xsd:date)
http://linked.open...jektu+dodavatelem	Projekt zcela splnil cíle stanovené v návrhu - nové výsledky v efektivní implementaci vybraných přírodou inspirovaných algoritmů na nestandardních platformách. Výsledky byly publikovány v 11 impaktovaných časopisech a na více než 20 kvalitních konferencích (2 ocenění a 4 nominace). Zpráva je přesná a odpovídající. Řešení projektu bylo v souladu s grantovými pravidly. (cs) The project has fully met the stated goals - new results in efficient implementations of selected nature-inspired algorithms using nonstandard platforms. The results were published in 11 IF journal articles and more than 20 quality conferences (2 prizes and 4 nominations). The project report contains clear identification of the results. The project management followed the Grant agency rules. (en)
http://linked.open...tniCyklusProjektu	ZBBKU
is http://linked.open...vavai/riv/projekt of	Two-Step Evolution of Polymorphic Circuits for Image Multi-Filtering Towards New Applications of Multi-Function Logic: Image Multi-Filtering Approximate Circuit Design by Means of Evolvable Hardware Concurrent Evolution of Hardware and Software for Application-Specific Microprogrammed Systems Content based spam filtering algorithm:Experimental study Easily Reprogrammable Embedded Logic Control Multiobjective evolution of approximate multiple constant multipliers Self-Reconfigurable Evolvable Hardware System for Adaptive Image Processing Behavior of CMOS Polymorphic Circuits in High Temperature Environment Autonomic Networking-On-Chip: Bio-Inspired Specification, Development, and Verification Evolutionary Approach to Improve Wavelet Transforms for Image Compression in Embedded Systems Evolution of Iterative Formulas Using Cartesian Genetic Programming Evolutionary hardware design (Invited Paper) Evolutionary Design of Efficient and Robust Switching Image Filters Evolvable 2D computing matrix model for intrinsic evolution in commercial FPGAs with native reconfiguration support Evolution of Electronic Circuits Evolutionary Design of Robust Noise-Specific Image Filters Formal verification of candidate solutions for post-synthesis evolutionary optimization in evolvable hardware Global Control in Polymorphic Cellular Automata Fault Tolerance Analysis and Self-Healing Strategy of Autonomous, Evolvable Hardware Systems Increasing Fault-Tolerance in Cellular-Based Systems Optimizing Collective Communications on the K-port Spidergon Network On the cascade realization of sparse logic functions On Evolutionary Synthesis of Compact Polymorphic Combinational Circuits On Properties of Basic Building Blocks for Printable Polymer and Nanometal Logic Optimizing Code for Graphics Processing Units Accelerating FPGA-based evolution of wavelet transform filters by optimized task scheduling Acceleration of Evolutionary Image Filter Design Using Coevolution in Cartesian GP A SAT-based Fitness Function for Evolutionary Optimization of Polymorphic Circuits A Fair Comparison of Modern CPUs and GPUs Running the Genetic Algorithm under the Knapsack Benchmark Calibrating Traffic Simulation Model using Vehicle Travel Times Cellular Automaton as a Sorting Network Generator Using Instruction-Based Development Cellular automata-based systems with fault-tolerance Branching Program-Based Programmable Logic for Embedded Systems Advanced Approach to Calibration of Traffic Microsimulation Models using Travel Times Coevolutionary Cartesian Genetic Programming in FPGA Evolution of efficient real-time non-linear image filters for FPGAs Evolution of Cellular Automata with Conditionally Matching Rules Implementing a Unique Chip ID on a Reconfigurable Polymorphic Circuit Trafic simulation for longterm forecasting The Influence of Defects and Increasing of Fault-Tolerance in Cellular Systems Evolution of Cellular Automata Using Instruction-Based Approach Evolutionary approach to calibration of cellular automaton based traffic simulation model Efficient Phenotype Evaluation in Cartesian Genetic Programming Estimation of traffic density map using evolutionary algorithm GPGPU implementation of the GA running the knapsack benchmark Polymeric Polymorphic Electronics: Towards Multifunctional Logic Elements Based on Organic Semiconductor Materials Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world Towards Evolvable Systems Based on the Xilinx Zynq Platform A Programmable Interconnection Network for Multiple Communication Patterns A Global Postsynthesis Optimization Method for Combinational Circuits A Scalable Cellular Automata Based Microscopic Traffic Simulation A Cascade Decomposition of Application-Specific Systems A Fast Reconfigurable 2D HW Core Architecture on FPGAs for Evolvable Self-Adaptive Systems Acceleration of Grammatical Evolution Using Graphics Processing Units Effective Mapping of Grammatical Evolution to CUDA Hardware Model Coevolution in Cartesian Genetic Programming MPI Island-based CPU Implementation of GA Running the Knapsack Benchmark MPI Island-based GPU Implementation of GA Running the Knapsack Benchmark Multi-GPU Island-Based Genetic Algorithm Solving the Knapsack Problem NAND/NOR Gate Polymorphism in Low Temperature Environment Microscopic CA-based traffic simulator More Complex Polymorphic Circuits and Their Physical Implementation More Complex Polymorphic Circuits: A Way to Implementation of Smart Dependable Systems

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