BOOLEAN DIFFERENTIATION EQUATIONS APPLICABLE IN RECONFIGURABLE COMPUTATIONAL MEDIUM
|
|
- Myles Byrd
- 5 years ago
- Views:
Transcription
1 MATEC Web of Cofereces 79, (016) DOI: / mateccof/ T 016 BOOLEAN DIFFERENTIATION EQUATIONS APPLICABLE IN RECONFIGURABLE COMPUTATIONAL MEDIUM Staislav Shidlovskiy 1, 1 Natioal Research Tomsk State Uiversity, , Tomsk, Russia Natioal Research Tomsk Polytechic Uiversity, , Tomsk, Russia Abstract. High performace computig eviromet sythesis with parallel architecture recostructig throughout the process itself is described. Sythesized computatioal medium ivolvig Boolea differetial equatio calculatios so as to fuctio i real-time image processig. Automato imagig was illustrated ivolvig the rearragemet of every processig medium elemet to calculate the partial differetials of -th order i respect to Boolea fuctio variables. The method of obtaiig settig codes for each elemet was also described. A example i calculatig d -order Boolea derivative to two differetials i respect to Boolea fuctios, depedig o three argumets withi the recostructible computatioal medium of 8x8 processig elemets was give. 1 Itroductio Architectig updated robotic systems fuctioig autoomously i a-priori ukow medium ivolves directly positioed i- robot computer systems i order to process a cosiderable body of sematic iformatio. Real-time processig of this iformatio attributable to classical computig architecture results i icreasig robot weight ad structure desig. Oe possible solutio of above-metioed problem could be applyig the recofigurable computig medium (RCM) [1 6]. Hardware-i-the-loop RCM desig ad its fuctioig is based o grouped evaluator model: S =< C, G, A( P( D)) >, where, С = {c i } set of processig elemets c i, i = 0, 1,, N 1; G itercomputig likage matrix structure (grid); A processig elemet algorithm set C iterrelated with G, i hardware parallel support program P of data processig D. Grouped evaluator costruct H =< C, G > reflects the followig architectural cocept: 1) parallelism i processig (parallel processig elemet algorithm set C itercomputig with G); ) programmability structure; 3) homogeeity of structure H (homogeeity of processig elemets c i C ad macrostructure G). The Authors, published by EDP Scieces. This is a ope access article distributed uder the terms of the Creative Commos Attributio Licese 4.0 (
2 MATEC Web of Cofereces 79, (016) DOI: / mateccof/ T 016 Let's cosider the case whe fuctioig processig elemet algorithm c i is the basis {AND, OR, NOT}, thus acquirig the hardware ivariace property. Algorithm desig i terms of solvig oe specific problem-orieted task via RCM, bearig o this limitatio is associated with sigificat peformace. This paper describes the sythesis of such RCM for Boolea differetiatio implemetatio ad itegratio. Problem statemet Usually, biary data is represeted as {0, 1} ad would look like arbitrary fiite dimesio matrix. By zero extesio it will be represetable as matrix R, where positive iteger umber. This matrix R could be iterpreted as microsequecig or code of Boolea fuctio system, biary image (aimated obect frame), dyamic biary system state at the preset samplig time, operatig techical system compoet iteractio graph. Further, this matrix will be cosidered as a system of Boolea fuctios (BF) f ( X ), = 0, 1, variables x 1, x,, x, Each BF has its ow vector value Τ (0) (1) ( 1) x x x X = K, where Τ traspositio symbol; elemet () t x (0,1) -value t1 t of BF for set of variables x, x,, ; t 1, t,, t biary represetatio parameter 1 t x 0 1 t = 0, 1; x = x, x = x. The system of BF f (Х), havig its ow vector value X, ca be writte i the form of the matrix R = X X 1 1 X0. I [7] the algorithm of Boolea derivative calculatios by private variable is: ( k ) X ( k ) () (1) = D D D X (mod ), (1) x1 x x k () i D = I i 1 i I. () where I idetity matrix. The aalysis of the algorithm shows that RCM processig elemet should implemet oe of the followig automato-based display image (Figure 1). Figure 1. Automato-based display images.
3 MATEC Web of Cofereces 79, (016) DOI: / mateccof/ T 016 Applyig automato-structured method [5] RCM fuctioig processig elemet algorithm could be sythesized: f1 = ( xyz ) + ( xyz 1 ) + ( xz 1 3) + ( xyz z3) + ( xyz 1 z3), f = x, f = xzzz + xzzz + xzzz + yzzz + yzz + yzz + yzzz f = xzzz + xzz + yzz + yzz + yzz. ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) ( ) where, x 1, x, y 1, y data iputs; f 1,, f 4 outputs; z 1,, z 3 setup iputs of RCM processig elemet [3, 5]. Realizatio of algorithm (1) ito RCM via evaluators, implemetig automato images (fig.1) are plotted as the matrix structure of computig-based system. Determiig the matrix Z cofiguratio is based o the settig up each processig elemet withi oe possible automato image: Z= M i (3) i = ( Ao I ) k, M 1 1 = ( ) k T 3 = ( ( ) ) k3 M AoI o H, M Ao I o H, M = A k, A = D... D D (mod ) (4) 4 4 ( k ) () (1) where, o Hadamard product; I x idetity matrix; H x upper triagle matrix of oe; vertical overlie ( ) meas x-elemet iversio i biary matrix; Т traspositio matrix symbol; k i automato image code. 3 Example It is required to calculate Boolea secod-order derivative with respect to the BF variables x 1 ad x, as i the followig expressio fi ( X ) = x 1 x x 3. (5) To implemet Boolea derivative calculatio by private variable four basic evaluator elemets are ecessary (fig. 1). Each elemet is deoted by k i (i = 1,,, 4). Value k i correspods to each automato code of its cofiguratio, itroduced as decimal umeratio (as follows k 1 = ; k = 3, k 3 = 4, k 4 = 5). We apply i (5) all possible argumet values: X = [ ] T Accordig to (3) ad (4) the followig ca be obtaied: A = =., 3
4 MATEC Web of Cofereces 79, (016) DOI: / mateccof/ T Z = Obtaied matrix of Z cofiguratio correspods to RCM, depicted i Figure. Figure. RCM cofiguratio. Havig geerated the sigals correspodig to (6) the result providig the BF calculatio by private variables (5) x 1 ad x is recorded o data iputs of obtaied RCM ad o medium retur: X T = [ ]. x x 1 4 Coclusio RCM algorithms were sythesized to provide the calculatio of BF private variables. These algorithms meet the specified requiremets applicable for VLSI process. I this case, such algorithms ivolve regular ad localized computatio commuicatio, orieted o pipelie computatios. Proposed algorithm cofiguratio (3), ivolvig specific settig code iputs for each RCM processig elemet, is resposible of calculatig Boolea derivatives to differet argumats withi oe ad the same RCM. Accordig to the referece descriptio, the sythesis method of specific Boolea fuctio evaluators is based o the operatig diagram of the previously selected Boolea 4
5 MATEC Web of Cofereces 79, (016) DOI: / mateccof/ T 016 base (AND, OR, NOT) ad is housed i sythesized-based medium. It should be oted that the prescribed fuctioal diagram or logical etwork withi selected medium is 'fitted'. Obtaied algorithms of operatig RCM (recostructible computatioal medium) could be the basis of developig special-purpose evaluators producig basic operatios of morphologically processig digital images. Ackowledgmet The followig research has bee fiacially supported by Russia Foudatio for Basic Research (RFBR) А Itelliget Recofigurable Cotrol Systems, Navigatio ad Image Processig for Autoomous Mobile Robots. Refereces [1] I. Kulagi, A. Pazikov, M. Kurosov, Lecture Notes i Computer Sciece 951, 405 (015) doi: / _39 [] N. Maa, Sh. Wag, Ali S. Mohsi, X. Cui, Yu. Peg, MATEC Web of Cofereces 45, (016) doi: /mateccof/ [3] S.V. Shidlovskii, J. Comp. Sys. Sci. Iter. 45, 8 (006) doi: /S [4] A.I. Kalyaev, I.A. Kalyaev, J. Comp. Sys. Sci. Iter. 55, 11 (016) doi: /S [5] I.A. Kalyaev, I.I. Levi, A.I. Dordopulo, L.M. Slaste, IFAC Proceedigs Volumes 46, 10 (013) doi: / CZ [6] D.V. Shashev, S.V. Shidlovskiy, Optoelectroics, Istrumetatio ad Data Processig 51, 7 (015) doi: /S [7] S. Jaushkevich, D. Bokhma, R. Stakovich, G. Tosic, V. Shmerko, Avtomatika I Telemekaika (Joural of Automatio & Remote Cotrol) 6, 155 (004). 5
A SOFTWARE MODEL FOR THE MULTILAYER PERCEPTRON
A SOFTWARE MODEL FOR THE MULTILAYER PERCEPTRON Roberto Lopez ad Eugeio Oñate Iteratioal Ceter for Numerical Methods i Egieerig (CIMNE) Edificio C1, Gra Capitá s/, 08034 Barceloa, Spai ABSTRACT I this work
More informationBOOLEAN MATHEMATICS: GENERAL THEORY
CHAPTER 3 BOOLEAN MATHEMATICS: GENERAL THEORY 3.1 ISOMORPHIC PROPERTIES The ame Boolea Arithmetic was chose because it was discovered that literal Boolea Algebra could have a isomorphic umerical aspect.
More informationPython Programming: An Introduction to Computer Science
Pytho Programmig: A Itroductio to Computer Sciece Chapter 1 Computers ad Programs 1 Objectives To uderstad the respective roles of hardware ad software i a computig system. To lear what computer scietists
More informationOutline and Reading. Analysis of Algorithms. Running Time. Experimental Studies. Limitations of Experiments. Theoretical Analysis
Outlie ad Readig Aalysis of Algorithms Iput Algorithm Output Ruig time ( 3.) Pseudo-code ( 3.2) Coutig primitive operatios ( 3.3-3.) Asymptotic otatio ( 3.6) Asymptotic aalysis ( 3.7) Case study Aalysis
More informationAppendix A. Use of Operators in ARPS
A Appedix A. Use of Operators i ARPS The methodology for solvig the equatios of hydrodyamics i either differetial or itegral form usig grid-poit techiques (fiite differece, fiite volume, fiite elemet)
More informationChapter 3 Classification of FFT Processor Algorithms
Chapter Classificatio of FFT Processor Algorithms The computatioal complexity of the Discrete Fourier trasform (DFT) is very high. It requires () 2 complex multiplicatios ad () complex additios [5]. As
More informationData Structures and Algorithms. Analysis of Algorithms
Data Structures ad Algorithms Aalysis of Algorithms Outlie Ruig time Pseudo-code Big-oh otatio Big-theta otatio Big-omega otatio Asymptotic algorithm aalysis Aalysis of Algorithms Iput Algorithm Output
More informationCubic Polynomial Curves with a Shape Parameter
roceedigs of the th WSEAS Iteratioal Coferece o Robotics Cotrol ad Maufacturig Techology Hagzhou Chia April -8 00 (pp5-70) Cubic olyomial Curves with a Shape arameter MO GUOLIANG ZHAO YANAN Iformatio ad
More informationPseudocode ( 1.1) Analysis of Algorithms. Primitive Operations. Pseudocode Details. Running Time ( 1.1) Estimating performance
Aalysis of Algorithms Iput Algorithm Output A algorithm is a step-by-step procedure for solvig a problem i a fiite amout of time. Pseudocode ( 1.1) High-level descriptio of a algorithm More structured
More informationElementary Educational Computer
Chapter 5 Elemetary Educatioal Computer. Geeral structure of the Elemetary Educatioal Computer (EEC) The EEC coforms to the 5 uits structure defied by vo Neuma's model (.) All uits are preseted i a simplified
More informationRunning Time. Analysis of Algorithms. Experimental Studies. Limitations of Experiments
Ruig Time Aalysis of Algorithms Iput Algorithm Output A algorithm is a step-by-step procedure for solvig a problem i a fiite amout of time. Most algorithms trasform iput objects ito output objects. The
More informationNeural Networks A Model of Boolean Functions
Neural Networks A Model of Boolea Fuctios Berd Steibach, Roma Kohut Freiberg Uiversity of Miig ad Techology Istitute of Computer Sciece D-09596 Freiberg, Germay e-mails: steib@iformatik.tu-freiberg.de
More informationRunning Time ( 3.1) Analysis of Algorithms. Experimental Studies. Limitations of Experiments
Ruig Time ( 3.1) Aalysis of Algorithms Iput Algorithm Output A algorithm is a step- by- step procedure for solvig a problem i a fiite amout of time. Most algorithms trasform iput objects ito output objects.
More informationAnalysis of Algorithms
Aalysis of Algorithms Iput Algorithm Output A algorithm is a step-by-step procedure for solvig a problem i a fiite amout of time. Ruig Time Most algorithms trasform iput objects ito output objects. The
More informationOnes Assignment Method for Solving Traveling Salesman Problem
Joural of mathematics ad computer sciece 0 (0), 58-65 Oes Assigmet Method for Solvig Travelig Salesma Problem Hadi Basirzadeh Departmet of Mathematics, Shahid Chamra Uiversity, Ahvaz, Ira Article history:
More informationA New Morphological 3D Shape Decomposition: Grayscale Interframe Interpolation Method
A ew Morphological 3D Shape Decompositio: Grayscale Iterframe Iterpolatio Method D.. Vizireau Politehica Uiversity Bucharest, Romaia ae@comm.pub.ro R. M. Udrea Politehica Uiversity Bucharest, Romaia mihea@comm.pub.ro
More informationOntology-based Decision Support System with Analytic Hierarchy Process for Tour Package Selection
2017 Asia-Pacific Egieerig ad Techology Coferece (APETC 2017) ISBN: 978-1-60595-443-1 Otology-based Decisio Support System with Aalytic Hierarchy Process for Tour Pacage Selectio Tie-We Sug, Chia-Jug Lee,
More informationAn Improved Shuffled Frog-Leaping Algorithm for Knapsack Problem
A Improved Shuffled Frog-Leapig Algorithm for Kapsack Problem Zhoufag Li, Ya Zhou, ad Peg Cheg School of Iformatio Sciece ad Egieerig Hea Uiversity of Techology ZhegZhou, Chia lzhf1978@126.com Abstract.
More informationForce Network Analysis using Complementary Energy
orce Network Aalysis usig Complemetary Eergy Adrew BORGART Assistat Professor Delft Uiversity of Techology Delft, The Netherlads A.Borgart@tudelft.l Yaick LIEM Studet Delft Uiversity of Techology Delft,
More informationAN OPTIMIZATION NETWORK FOR MATRIX INVERSION
397 AN OPTIMIZATION NETWORK FOR MATRIX INVERSION Ju-Seog Jag, S~ Youg Lee, ad Sag-Yug Shi Korea Advaced Istitute of Sciece ad Techology, P.O. Box 150, Cheogryag, Seoul, Korea ABSTRACT Iverse matrix calculatio
More informationSoftware development of components for complex signal analysis on the example of adaptive recursive estimation methods.
Software developmet of compoets for complex sigal aalysis o the example of adaptive recursive estimatio methods. SIMON BOYMANN, RALPH MASCHOTTA, SILKE LEHMANN, DUNJA STEUER Istitute of Biomedical Egieerig
More informationAn Efficient Algorithm for Graph Bisection of Triangularizations
A Efficiet Algorithm for Graph Bisectio of Triagularizatios Gerold Jäger Departmet of Computer Sciece Washigto Uiversity Campus Box 1045 Oe Brookigs Drive St. Louis, Missouri 63130-4899, USA jaegerg@cse.wustl.edu
More informationImprovement of the Orthogonal Code Convolution Capabilities Using FPGA Implementation
Improvemet of the Orthogoal Code Covolutio Capabilities Usig FPGA Implemetatio Naima Kaabouch, Member, IEEE, Apara Dhirde, Member, IEEE, Saleh Faruque, Member, IEEE Departmet of Electrical Egieerig, Uiversity
More informationMatrix representation of a solution of a combinatorial problem of the group theory
Matrix represetatio of a solutio of a combiatorial problem of the group theory Krasimir Yordzhev, Lilyaa Totia Faculty of Mathematics ad Natural Scieces South-West Uiversity 66 Iva Mihailov Str, 2700 Blagoevgrad,
More informationFast Fourier Transform (FFT) Algorithms
Fast Fourier Trasform FFT Algorithms Relatio to the z-trasform elsewhere, ozero, z x z X x [ ] 2 ~ elsewhere,, ~ e j x X x x π j e z z X X π 2 ~ The DFS X represets evely spaced samples of the z- trasform
More informationAn Efficient Algorithm for Graph Bisection of Triangularizations
Applied Mathematical Scieces, Vol. 1, 2007, o. 25, 1203-1215 A Efficiet Algorithm for Graph Bisectio of Triagularizatios Gerold Jäger Departmet of Computer Sciece Washigto Uiversity Campus Box 1045, Oe
More informationHarris Corner Detection Algorithm at Sub-pixel Level and Its Application Yuanfeng Han a, Peijiang Chen b * and Tian Meng c
Iteratioal Coferece o Computatioal Sciece ad Egieerig (ICCSE 015) Harris Corer Detectio Algorithm at Sub-pixel Level ad Its Applicatio Yuafeg Ha a, Peijiag Che b * ad Tia Meg c School of Automobile, Liyi
More informationHow do we evaluate algorithms?
F2 Readig referece: chapter 2 + slides Algorithm complexity Big O ad big Ω To calculate ruig time Aalysis of recursive Algorithms Next time: Litterature: slides mostly The first Algorithm desig methods:
More informationFuzzy Minimal Solution of Dual Fully Fuzzy Matrix Equations
Iteratioal Coferece o Applied Mathematics, Simulatio ad Modellig (AMSM 2016) Fuzzy Miimal Solutio of Dual Fully Fuzzy Matrix Equatios Dequa Shag1 ad Xiaobi Guo2,* 1 Sciece Courses eachig Departmet, Gasu
More informationarxiv: v2 [cs.ds] 24 Mar 2018
Similar Elemets ad Metric Labelig o Complete Graphs arxiv:1803.08037v [cs.ds] 4 Mar 018 Pedro F. Felzeszwalb Brow Uiversity Providece, RI, USA pff@brow.edu March 8, 018 We cosider a problem that ivolves
More informationCAEN Tools for Discovery
Applicatio Note AN2086 Sychroizatio of CAEN Digitizers i Multiple Board Acquisitio Systems Viareggio 9 May 2013 Itroductio High speed digitizers fid applicatios i several fields ragig from the idustry
More informationOptimization for framework design of new product introduction management system Ma Ying, Wu Hongcui
2d Iteratioal Coferece o Electrical, Computer Egieerig ad Electroics (ICECEE 2015) Optimizatio for framework desig of ew product itroductio maagemet system Ma Yig, Wu Hogcui Tiaji Electroic Iformatio Vocatioal
More informationMapping Publishing and Mapping Adaptation in the Middleware of Railway Information Grid System
Mappig Publishig ad Mappig Adaptatio i the Middleware of Railway Iformatio Grid ystem You Gamei, Liao Huamig, u Yuzhog Istitute of Computig Techology, Chiese Academy of cieces, Beijig 00080 gameiu@ict.ac.c
More informationExact Minimum Lower Bound Algorithm for Traveling Salesman Problem
Exact Miimum Lower Boud Algorithm for Travelig Salesma Problem Mohamed Eleiche GeoTiba Systems mohamed.eleiche@gmail.com Abstract The miimum-travel-cost algorithm is a dyamic programmig algorithm to compute
More informationAlgorithms for Disk Covering Problems with the Most Points
Algorithms for Disk Coverig Problems with the Most Poits Bi Xiao Departmet of Computig Hog Kog Polytechic Uiversity Hug Hom, Kowloo, Hog Kog csbxiao@comp.polyu.edu.hk Qigfeg Zhuge, Yi He, Zili Shao, Edwi
More informationCOMP Parallel Computing. PRAM (1): The PRAM model and complexity measures
COMP 633 - Parallel Computig Lecture 2 August 24, 2017 : The PRAM model ad complexity measures 1 First class summary This course is about parallel computig to achieve high-er performace o idividual problems
More informationAdaptive Resource Allocation for Electric Environmental Pollution through the Control Network
Available olie at www.sciecedirect.com Eergy Procedia 6 (202) 60 64 202 Iteratioal Coferece o Future Eergy, Eviromet, ad Materials Adaptive Resource Allocatio for Electric Evirometal Pollutio through the
More informationThe identification of key quality characteristics based on FAHP
Iteratioal Joural of Research i Egieerig ad Sciece (IJRES ISSN (Olie: 2320-9364, ISSN (Prit: 2320-9356 Volume 3 Issue 6 ǁ Jue 2015 ǁ PP.01-07 The idetificatio of ey quality characteristics based o FAHP
More informationRedundancy Allocation for Series Parallel Systems with Multiple Constraints and Sensitivity Analysis
IOSR Joural of Egieerig Redudacy Allocatio for Series Parallel Systems with Multiple Costraits ad Sesitivity Aalysis S. V. Suresh Babu, D.Maheswar 2, G. Ragaath 3 Y.Viaya Kumar d G.Sakaraiah e (Mechaical
More informationEfficient Hardware Design for Implementation of Matrix Multiplication by using PPI-SO
Efficiet Hardware Desig for Implemetatio of Matrix Multiplicatio by usig PPI-SO Shivagi Tiwari, Niti Meea Dept. of EC, IES College of Techology, Bhopal, Idia Assistat Professor, Dept. of EC, IES College
More informationCOP4020 Programming Languages. Functional Programming Prof. Robert van Engelen
COP4020 Programmig Laguages Fuctioal Programmig Prof. Robert va Egele Overview What is fuctioal programmig? Historical origis of fuctioal programmig Fuctioal programmig today Cocepts of fuctioal programmig
More informationTask scenarios Outline. Scenarios in Knowledge Extraction. Proposed Framework for Scenario to Design Diagram Transformation
6-0-0 Kowledge Trasformatio from Task Scearios to View-based Desig Diagrams Nima Dezhkam Kamra Sartipi {dezhka, sartipi}@mcmaster.ca Departmet of Computig ad Software McMaster Uiversity CANADA SEKE 08
More informationUniversity of Waterloo Department of Electrical and Computer Engineering ECE 250 Algorithms and Data Structures
Uiversity of Waterloo Departmet of Electrical ad Computer Egieerig ECE 250 Algorithms ad Data Structures Midterm Examiatio ( pages) Istructor: Douglas Harder February 7, 2004 7:30-9:00 Name (last, first)
More informationABSTRACT OF PHD THESIS
TECHNICAL UNIVERSITY OF CLUJ-NAPOCA FACULTY OF ELECTRICAL ENGINEERING Ig. Ştefa Gergely ABSTRACT OF PHD THESIS Research ad implemetatio of medical electroic equipmet, to use i cardiology Thesis committee:
More information3D Model Retrieval Method Based on Sample Prediction
20 Iteratioal Coferece o Computer Commuicatio ad Maagemet Proc.of CSIT vol.5 (20) (20) IACSIT Press, Sigapore 3D Model Retrieval Method Based o Sample Predictio Qigche Zhag, Ya Tag* School of Computer
More informationGeneration of Distributed Arithmetic Designs for Reconfigurable Applications
Geeratio of Distributed Arithmetic Desigs for Recofigurable Applicatios Christophe Bobda, Ali Ahmadiia, Jürge Teich Uiversity of Erlage-Nuremberg Departmet of computer sciece Am Weichselgarte 3, 91058
More informationComputer Systems - HS
What have we leared so far? Computer Systems High Level ENGG1203 2d Semester, 2017-18 Applicatios Sigals Systems & Cotrol Systems Computer & Embedded Systems Digital Logic Combiatioal Logic Sequetial Logic
More informationPackage popkorn. R topics documented: February 20, Type Package
Type Pacage Pacage popkor February 20, 2015 Title For iterval estimatio of mea of selected populatios Versio 0.3-0 Date 2014-07-04 Author Vi Gopal, Claudio Fuetes Maitaier Vi Gopal Depeds
More informationAn Estimation of Distribution Algorithm for solving the Knapsack problem
Vol.4,No.5, 214 Published olie: May 25, 214 DOI: 1.7321/jscse.v4.5.1 A Estimatio of Distributio Algorithm for solvig the Kapsack problem 1 Ricardo Pérez, 2 S. Jös, 3 Arturo Herádez, 4 Carlos A. Ochoa *1,
More informationLecture 1: Introduction
Lecture 1: Itroductio g Class orgaizatio Istructor cotact Course objectives ad outcomes Lectures outlie Laboratory outlie Gradig system Tetative schedule g Lab schedule g Itelliget sesor systems (ISS)
More informationStructuring Redundancy for Fault Tolerance. CSE 598D: Fault Tolerant Software
Structurig Redudacy for Fault Tolerace CSE 598D: Fault Tolerat Software What do we wat to achieve? Versios Damage Assessmet Versio 1 Error Detectio Iputs Versio 2 Voter Outputs State Restoratio Cotiued
More informationEE 459/500 HDL Based Digital Design with Programmable Logic. Lecture 13 Control and Sequencing: Hardwired and Microprogrammed Control
EE 459/500 HDL Based Digital Desig with Programmable Logic Lecture 13 Cotrol ad Sequecig: Hardwired ad Microprogrammed Cotrol Refereces: Chapter s 4,5 from textbook Chapter 7 of M.M. Mao ad C.R. Kime,
More informationMATHEMATICAL METHODS OF ANALYSIS AND EXPERIMENTAL DATA PROCESSING (Or Methods of Curve Fitting)
MATHEMATICAL METHODS OF ANALYSIS AND EXPERIMENTAL DATA PROCESSING (Or Methods of Curve Fittig) I this chapter, we will eamie some methods of aalysis ad data processig; data obtaied as a result of a give
More informationThe Research Based on Fuzzy Sliding Mode Control for Linear Double. Inverted Pendulum
Advaced Materials Research Olie: 04-05-3 ISSN: 66-8985, Vols. 96-930, pp 463-467 doi:0.408/www.scietific.et/amr.96-930.463 04 Tras Tech Publicatios, Switzerlad The Research Based o Fuzzy Slidig Mode Cotrol
More informationA Generalized Set Theoretic Approach for Time and Space Complexity Analysis of Algorithms and Functions
Proceedigs of the 10th WSEAS Iteratioal Coferece o APPLIED MATHEMATICS, Dallas, Texas, USA, November 1-3, 2006 316 A Geeralized Set Theoretic Approach for Time ad Space Complexity Aalysis of Algorithms
More informationAPPLICATION NOTE PACE1750AE BUILT-IN FUNCTIONS
APPLICATION NOTE PACE175AE BUILT-IN UNCTIONS About This Note This applicatio brief is iteded to explai ad demostrate the use of the special fuctios that are built ito the PACE175AE processor. These powerful
More informationBAYESIAN WITH FULL CONDITIONAL POSTERIOR DISTRIBUTION APPROACH FOR SOLUTION OF COMPLEX MODELS. Pudji Ismartini
Proceedig of Iteratioal Coferece O Research, Implemetatio Ad Educatio Of Mathematics Ad Scieces 014, Yogyakarta State Uiversity, 18-0 May 014 BAYESIAN WIH FULL CONDIIONAL POSERIOR DISRIBUION APPROACH FOR
More informationLecture Notes 6 Introduction to algorithm analysis CSS 501 Data Structures and Object-Oriented Programming
Lecture Notes 6 Itroductio to algorithm aalysis CSS 501 Data Structures ad Object-Orieted Programmig Readig for this lecture: Carrao, Chapter 10 To be covered i this lecture: Itroductio to algorithm aalysis
More informationOptimum Solution of Quadratic Programming Problem: By Wolfe s Modified Simplex Method
Volume VI, Issue III, March 7 ISSN 78-5 Optimum Solutio of Quadratic Programmig Problem: By Wolfe s Modified Simple Method Kalpaa Lokhade, P. G. Khot & N. W. Khobragade, Departmet of Mathematics, MJP Educatioal
More informationStereo matching approach based on wavelet analysis for 3D reconstruction in neurovision system 1
Stereo matchig approach based o wavelet aalysis or 3D recostructio i eurovisio system Yige Xiog Visio Iteraces & Sys. Lab. (VISLab) CSE Dept.Wright State U. OH 45435 ABSTRACT I this paper a stereo matchig
More informationOn Infinite Groups that are Isomorphic to its Proper Infinite Subgroup. Jaymar Talledo Balihon. Abstract
O Ifiite Groups that are Isomorphic to its Proper Ifiite Subgroup Jaymar Talledo Baliho Abstract Two groups are isomorphic if there exists a isomorphism betwee them Lagrage Theorem states that the order
More informationGE FUNDAMENTALS OF COMPUTING AND PROGRAMMING UNIT III
GE2112 - FUNDAMENTALS OF COMPUTING AND PROGRAMMING UNIT III PROBLEM SOLVING AND OFFICE APPLICATION SOFTWARE Plaig the Computer Program Purpose Algorithm Flow Charts Pseudocode -Applicatio Software Packages-
More informationBayesian approach to reliability modelling for a probability of failure on demand parameter
Bayesia approach to reliability modellig for a probability of failure o demad parameter BÖRCSÖK J., SCHAEFER S. Departmet of Computer Architecture ad System Programmig Uiversity Kassel, Wilhelmshöher Allee
More informationHeaps. Presentation for use with the textbook Algorithm Design and Applications, by M. T. Goodrich and R. Tamassia, Wiley, 2015
Presetatio for use with the textbook Algorithm Desig ad Applicatios, by M. T. Goodrich ad R. Tamassia, Wiley, 201 Heaps 201 Goodrich ad Tamassia xkcd. http://xkcd.com/83/. Tree. Used with permissio uder
More informationReversible Realization of Quaternary Decoder, Multiplexer, and Demultiplexer Circuits
Egieerig Letters, :, EL Reversible Realizatio of Quaterary Decoder, Multiplexer, ad Demultiplexer Circuits Mozammel H.. Kha, Member, ENG bstract quaterary reversible circuit is more compact tha the correspodig
More informationSolving Fuzzy Assignment Problem Using Fourier Elimination Method
Global Joural of Pure ad Applied Mathematics. ISSN 0973-768 Volume 3, Number 2 (207), pp. 453-462 Research Idia Publicatios http://www.ripublicatio.com Solvig Fuzzy Assigmet Problem Usig Fourier Elimiatio
More informationCSC 220: Computer Organization Unit 11 Basic Computer Organization and Design
College of Computer ad Iformatio Scieces Departmet of Computer Sciece CSC 220: Computer Orgaizatio Uit 11 Basic Computer Orgaizatio ad Desig 1 For the rest of the semester, we ll focus o computer architecture:
More informationHigher-order iterative methods free from second derivative for solving nonlinear equations
Iteratioal Joural of the Phsical Scieces Vol 6(8, pp 887-89, 8 April, Available olie at http://wwwacademicjouralsorg/ijps DOI: 5897/IJPS45 ISSN 99-95 Academic Jourals Full Legth Research Paper Higher-order
More informationCopyright 2016 Ramez Elmasri and Shamkant B. Navathe
Copyright 2016 Ramez Elmasri ad Shamkat B. Navathe CHAPTER 19 Query Optimizatio Copyright 2016 Ramez Elmasri ad Shamkat B. Navathe Itroductio Query optimizatio Coducted by a query optimizer i a DBMS Goal:
More informationALU Augmentation for MPEG-4 Repetitive Padding
ALU Augmetatio for MPEG-4 Repetitive Paddig Georgi Kuzmaov Stamatis Vassiliadis Computer Egieerig Lab, Electrical Egieerig Departmet, Faculty of formatio Techology ad Systems, Delft Uiversity of Techology,
More information1 Enterprise Modeler
1 Eterprise Modeler Itroductio I BaaERP, a Busiess Cotrol Model ad a Eterprise Structure Model for multi-site cofiguratios are itroduced. Eterprise Structure Model Busiess Cotrol Models Busiess Fuctio
More informationGoals of the Lecture UML Implementation Diagrams
Goals of the Lecture UML Implemetatio Diagrams Object-Orieted Aalysis ad Desig - Fall 1998 Preset UML Diagrams useful for implemetatio Provide examples Next Lecture Ð A variety of topics o mappig from
More informationEE123 Digital Signal Processing
Last Time EE Digital Sigal Processig Lecture 7 Block Covolutio, Overlap ad Add, FFT Discrete Fourier Trasform Properties of the Liear covolutio through circular Today Liear covolutio with Overlap ad add
More informationChapter 24. Sorting. Objectives. 1. To study and analyze time efficiency of various sorting algorithms
Chapter 4 Sortig 1 Objectives 1. o study ad aalyze time efficiecy of various sortig algorithms 4. 4.7.. o desig, implemet, ad aalyze bubble sort 4.. 3. o desig, implemet, ad aalyze merge sort 4.3. 4. o
More informationISSN (Print) Research Article. *Corresponding author Nengfa Hu
Scholars Joural of Egieerig ad Techology (SJET) Sch. J. Eg. Tech., 2016; 4(5):249-253 Scholars Academic ad Scietific Publisher (A Iteratioal Publisher for Academic ad Scietific Resources) www.saspublisher.com
More informationTHIN LAYER ORIENTED MAGNETOSTATIC CALCULATION MODULE FOR ELMER FEM, BASED ON THE METHOD OF THE MOMENTS. Roman Szewczyk
THIN LAYER ORIENTED MAGNETOSTATIC CALCULATION MODULE FOR ELMER FEM, BASED ON THE METHOD OF THE MOMENTS Roma Szewczyk Istitute of Metrology ad Biomedical Egieerig, Warsaw Uiversity of Techology E-mail:
More informationMathematical simulation of control system in Modal Vision Studium
JOINT ADVANCED STUDENT SCHOOL 2008, ST. PETERSBURG Mathematical simulatio of cotrol system i Modal Visio Studium Fial Report by Studet Melikov Kostati bor o 08.10.1986 address: pr. Dachiy, 24/2 Sait-Petersburg,
More informationPrimitive polynomials selection method for pseudo-random number generator
Joural of hysics: Coferece Series AER OEN ACCESS rimitive polyomials selectio method for pseudo-radom umber geerator To cite this article: I V Aiki ad Kh Alajjar 08 J. hys.: Cof. Ser. 944 0003 View the
More informationHigh-Speed Computation of the Kleene Star in Max-Plus Algebra Using a Cell Broadband Engine
Proceedigs of the 9th WSEAS Iteratioal Coferece o APPLICATIONS of COMPUTER ENGINEERING High-Speed Computatio of the Kleee Star i Max-Plus Algebra Usig a Cell Broadbad Egie HIROYUKI GOTO ad TAKAHIRO ICHIGE
More informationLecture 1: Introduction and Strassen s Algorithm
5-750: Graduate Algorithms Jauary 7, 08 Lecture : Itroductio ad Strasse s Algorithm Lecturer: Gary Miller Scribe: Robert Parker Itroductio Machie models I this class, we will primarily use the Radom Access
More informationCNN-based architecture for real-time object-oriented video coding applications
INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS It. J. Circ. Theor. Appl. 2005; 33:53 64 Published olie i Wiley IterSciece (www.itersciece.wiley.com). DOI: 10.1002/cta.303 CNN-based architecture
More informationFilter design. 1 Design considerations: a framework. 2 Finite impulse response (FIR) filter design
Filter desig Desig cosideratios: a framework C ı p ı p H(f) Aalysis of fiite wordlegth effects: I practice oe should check that the quatisatio used i the implemetatio does ot degrade the performace of
More informationA Polynomial Interval Shortest-Route Algorithm for Acyclic Network
A Polyomial Iterval Shortest-Route Algorithm for Acyclic Network Hossai M Akter Key words: Iterval; iterval shortest-route problem; iterval algorithm; ucertaity Abstract A method ad algorithm is preseted
More informationA Comparative Study on Modeling Methods for Switched Reluctance Machines
Computer ad Iformatio Sciece Vol. 3, No. 2; May 21 A Comparative Study o Modelig Methods for Switched Reluctace Machies Shouju Sog & Weiguo iu School of Automatio, Northwester Polytechical Uiversity PO
More informationwhy study sorting? Sorting is a classic subject in computer science. There are three reasons for studying sorting algorithms.
Chapter 5 Sortig IST311 - CIS65/506 Clevelad State Uiversity Prof. Victor Matos Adapted from: Itroductio to Java Programmig: Comprehesive Versio, Eighth Editio by Y. Daiel Liag why study sortig? Sortig
More informationData diverse software fault tolerance techniques
Data diverse software fault tolerace techiques Complemets desig diversity by compesatig for desig diversity s s limitatios Ivolves obtaiig a related set of poits i the program data space, executig the
More informationLU Decomposition Method
SOLUTION OF SIMULTANEOUS LINEAR EQUATIONS LU Decompositio Method Jamie Traha, Autar Kaw, Kevi Marti Uiversity of South Florida Uited States of America kaw@eg.usf.edu http://umericalmethods.eg.usf.edu Itroductio
More informationA PREDICTION MODEL FOR USER S SHARE ANALYSIS IN DUAL- SIM ENVIRONMENT
GSJ: Computer Sciece ad Telecommuicatios 03 No.3(39) ISSN 5-3 A PRDICTION MODL FOR USR S SHAR ANALYSIS IN DUAL- SIM NVIRONMNT Thakur Sajay, Jai Parag Orietal Uiversity, Idore, Idia sajaymca00@yahoo.com
More informationCounting the Number of Minimum Roman Dominating Functions of a Graph
Coutig the Number of Miimum Roma Domiatig Fuctios of a Graph SHI ZHENG ad KOH KHEE MENG, Natioal Uiversity of Sigapore We provide two algorithms coutig the umber of miimum Roma domiatig fuctios of a graph
More informationCOSC 1P03. Ch 7 Recursion. Introduction to Data Structures 8.1
COSC 1P03 Ch 7 Recursio Itroductio to Data Structures 8.1 COSC 1P03 Recursio Recursio I Mathematics factorial Fiboacci umbers defie ifiite set with fiite defiitio I Computer Sciece sytax rules fiite defiitio,
More informationState-space feedback 6 challenges of pole placement
State-space feedbac 6 challeges of pole placemet J Rossiter Itroductio The earlier videos itroduced the cocept of state feedbac ad demostrated that it moves the poles. x u x Kx Bu It was show that whe
More informationPattern Recognition Systems Lab 1 Least Mean Squares
Patter Recogitio Systems Lab 1 Least Mea Squares 1. Objectives This laboratory work itroduces the OpeCV-based framework used throughout the course. I this assigmet a lie is fitted to a set of poits usig
More informationAssignment Problems with fuzzy costs using Ones Assignment Method
IOSR Joural of Mathematics (IOSR-JM) e-issn: 8-8, p-issn: 9-6. Volume, Issue Ver. V (Sep. - Oct.06), PP 8-89 www.iosrjourals.org Assigmet Problems with fuzzy costs usig Oes Assigmet Method S.Vimala, S.Krisha
More information1. SWITCHING FUNDAMENTALS
. SWITCING FUNDMENTLS Switchig is the provisio of a o-demad coectio betwee two ed poits. Two distict switchig techiques are employed i commuicatio etwors-- circuit switchig ad pacet switchig. Circuit switchig
More informationA Boolean Query Processing with a Result Cache in Mediator Systems
A Boolea Query Processig with a Result Cache i Mediator Systems Jae-heo Cheog ad Sag-goo Lee * Departmet of Computer Sciece Seoul Natioal Uiversity Sa 56-1 Shillim-dog Kwaak-gu, Seoul Korea {cjh, sglee}cygus.su.ac.kr
More informationAutomatic Generation of Polynomial-Basis Multipliers in GF (2 n ) using Recursive VHDL
Automatic Geeratio of Polyomial-Basis Multipliers i GF (2 ) usig Recursive VHDL J. Nelso, G. Lai, A. Teca Abstract Multiplicatio i GF (2 ) is very commoly used i the fields of cryptography ad error correctig
More informationEE260: Digital Design, Spring /16/18. n Example: m 0 (=x 1 x 2 ) is adjacent to m 1 (=x 1 x 2 ) and m 2 (=x 1 x 2 ) but NOT m 3 (=x 1 x 2 )
EE26: Digital Desig, Sprig 28 3/6/8 EE 26: Itroductio to Digital Desig Combiatioal Datapath Yao Zheg Departmet of Electrical Egieerig Uiversity of Hawaiʻi at Māoa Combiatioal Logic Blocks Multiplexer Ecoders/Decoders
More informationT Shaped Fractal Geomerty Based Micro Strip Patch Antenna
ISSN 2395-1621 T Shaped Fractal Geomerty Based Micro Strip Patch Atea #1 Dr. Swapil Lahudkar, #2 Satosh Sigh, #3 Akit Yadav, #4 Pooja Kad 2 sk.sigh260@gmail.com #1 Prof. Departmet of Electroics ad Telecommuicatio
More informationEvaluation of Different Fitness Functions for the Evolutionary Testing of an Autonomous Parking System
Evaluatio of Differet Fitess Fuctios for the Evolutioary Testig of a Autoomous Parkig System Joachim Wegeer 1 ad Oliver Bühler 2 1 DaimlerChrysler AG, Research ad Techology, Alt-Moabit 96 a, D-10559 Berli,
More informationAn Algorithm to Solve Multi-Objective Assignment. Problem Using Interactive Fuzzy. Goal Programming Approach
It. J. Cotemp. Math. Scieces, Vol. 6, 0, o. 34, 65-66 A Algorm to Solve Multi-Objective Assigmet Problem Usig Iteractive Fuzzy Goal Programmig Approach P. K. De ad Bharti Yadav Departmet of Mathematics
More information