I am trying to to some computations and I would like to do it in parallel using parfor or by Opening the matlabpool.. as the current implementations is too slow: result=zeros(25,16000); for i = 1:length(vector1) % length is 25 for j = 1:length(vector2) % length is 16000 temp1 = vector1(i); temp2 = vector2(j); t1 = load(matfiles1(temp1).name) %load image1 from matfile1 t2 = load(matfiles2(temp2).name) % load image2 from matfile2 result(i,j)=t1.*t2 end end It work fine but I would really like to know if there is a way to speed thing up ... Thanks a lot in advance! ...

Many of you who post to this newsgroup are also regular contributors to the MATLAB Central File Exchange. Look for your favorite contributors on our File Exchange Author Profile page. You can read their profiles and see pictures: <http://www.mathworks.com/matlabcentral/reports/fileexchange/allProfiles/> In a random drawing, we recently awarded MATLAB jackets to three File Exchange authors with profile pages: Michele Giugliano, Andrey Egin, and Denis Gilbert. You can win a jacket, too. Just submit a new file to the File Exchange or update your author profile by December 2003 for a chance to win one of four MATLAB jackets. See the jacket below: <http://www.mathworks.com/matlabcentral/images/jeff3.jpg> Here are some interesting File Exchange facts: - Since its inception in 2001, visitors have downloaded more than 1.25 million submissions from the File Exchange. - In September 2003 alone, visitors downloaded 80,085 files, an average of 2670 a day! .... what if the prize was a free copy of the next version of Matlab :-) majb Min Poh wrote: ....or an offer for employment... aj "bourassa" <bourassa-m@rmc.ca> wrote in message news:3f9d507d$1@rmcnt03a.rmc.ca... > ... what if the prize was a free copy of the next version of Matlab :-) > > majb > > Min Poh wrote: > ...

I would like to ask how do i read the spectrum scope output in simulink its y axis is in dB from 0 to -100 and x axis from 0 to 0.5 in Hz. I find it weird since my filter response is surpossed to at much higher freq but the output on scope shows response within range of 0 to 0.5 on x axis in units of Hz On 22 Mar, 08:03, "Bryan" <s...@xilinx.com> wrote: > I would like to ask how do i read the spectrum scope output in simulink > its y axis is in dB from 0 to -100 and x axis from 0 to 0.5 in Hz. > > I find it weird since my filter response is surpossed to at much higher freq > but the output on scope shows response within range of 0 to 0.5 on x axis in > units of Hz Seems to me that the sampling frequency hasn't been set? If you don't set it yurself, a good implementation of an analyzer will use a default value instead. Fs = 1 Hz is a natural choise for such a default value. Rune ...

Hi, I have a matlab question: Suppose I want to output to a file with the following format: "190" r2pos "219" "193" r2pos "220" "202" r2pos "203" "205" r2pos "216" "207" r2pos "226" "229" r2pos "230" "236" r2pos "237" The two columns of numbers are recorded in the variables x and y. I use fprintf but can not get the " symbol in the file. Does any body know how to do this? Thanks. Jane Hi, try this : x=190; y=219; fprintf('"%d" r2pos "%d"',x,y) J�r�me Thus spake <Jane>: > Hi, > I have a matlab question: > Suppose I want to output to a file with the following format: > > "190" r2pos "219" > "193" r2pos "220" > "202" r2pos "203" > "205" r2pos "216" > "207" r2pos "226" > "229" r2pos "230" > "236" r2pos "237" > The two columns of numbers are recorded in the variables x and y. I > use fprintf but can not get the " symbol in the file. Does any body > know how to do this? > > Thanks. > Jane Try: tmpl=['"' '%d' '"' ' r2pos "' '%d' '"\n' ]; fprintf(tmpl,[x; y]) /PB -- A: Because it messes up the ord...

hello guys, This may be a simple question for some of you but I am confused and will really appreciate your help. I have a semi circular 1D signal (assuming all values outside the circular diameter are 0). I want to recover the width of the signal from the Fourier transform of the signal by looking at the zero crossing. I create the signal as follows: radius = 20; icenter = 100; length = 200; x = linspace(-icenter/2, icenter/2, length); for i = 1:length f(i) = 2*sqrt(r^2 - x(i)^2); end So, I get a semi-circular signal f( ). Now, I do a FFT of f( ) F = fft(f); My question is how can I use the first zero crossing of F and recover the "value of the radius" of the original circular signal? secondly, Is there any way by which I can calculate the zero crossing of F (above) automatically in matlab? The FFT has the form (2 * pi * JI (w * radius))/ (w * radius). thank you in advance. On 3 Mar 2006 19:44:02 -0800, "nic@gmail.com" <singhnic@gmail.com> wrote: >hello guys, > >This may be a simple question for some of you but I am confused and >will really appreciate your help. > (snipped) >The FFT has the form (2 * pi * JI (w * radius))/ (w * radius). > >thank you in advance. Hi, what does the "JI" mean in your above FFT expression? You said you "want to recover the width of the signal from the Fourier transform". Wouldn't it be easier to measure the width of your 1D signal (the diameter...

Hello everyone, I have a matlab in class exercise due in few days. I am new to matlab and the instructions provided with the assignment is minimal. Can Someone help me with the basic understanding as in how can I map the problem's solution to matlab script ? I am not able to post question here as it is a jpeg file. Please let me know and then we can discuss further. ...

My problem with matlab script node is related to calling function in matlab. I created an m-file function that takes an imput temperature (from DAQ) and defines a material property. My matlab script node doesn't seem to recognize my function. I have placed the function in the folder the vi is currently located, but it doesn't read it. How do I get matlab script node to read the functions I create in matlab? Add the directory to matlab path, or call the .m file with it full name ( D:\..... \myfile.m) Let me clarify, I have pasted my matlab code into the matlab scrip node. In this code, I have called a subfunction that I have created. Example k(n)=k_c(T(n)) where k_c is a subfunction I have created. How do I get my code in the node to sucessfully read the subfunction k_c? As indicated, you need to add the directory where the .m file containing the function resides to the list of paths that are read in. This is your startup.m file. The other option is to do a "cd" command prior to calling your function to change to the directory where the .m file containing the function resides. Thanks for reiterating the information. My matlab script node is working properly. I had never used the "cd" command in matlab. I always set the working directory when I open the program, and put all the m files into t...

In MatLab 6.5, the routine above works normal: figure; sem=Average(:,2)./sqrt(Average(:,3)); bar([1:1:7],Average(:,1),sem); ylabel('% of epochs analyzed') xlabel('Frequency Band') title ('Occurrence of Oscillatory Events - Ch X') %Where Average and sem are vectors; But, in MatLab 7.0, the same code cause the following error: ??? Error using ==> xychk Too many input arguments. Error in ==> bar at 53 [msg,x,y] = xychk(args{1:nargs},'plot'); Error in ==> cross_subj_analysis>ok_Callback at 327 bar([1:1:7],Average(:,1),sem); I'd like to know why this occour. Thanks Henrique In article <g7a1j6$l1$1@fred.mathworks.com>, Henrique Amaral <henriquetomaz@uol.com.br> wrote: >In MatLab 6.5, the routine above works normal: >figure; >sem=Average(:,2)./sqrt(Average(:,3)); >bar([1:1:7],Average(:,1),sem); >ylabel('% of epochs analyzed') >xlabel('Frequency Band') >title ('Occurrence of Oscillatory Events - Ch X') >%Where Average and sem are vectors; >But, in MatLab 7.0, the same code cause the following error: >??? Error using ==> xychk >Too many input arguments. >Error in ==> bar at 53 > [msg,x,y] = xychk(args{1:nargs},'plot'); >Error in ==> cross_subj_analysis>ok_Callback at 327 >bar([1:1:7],Average(:,1),sem); >I'd like to know why this occour. When the third argument is numeric, it must be the bar width. barwidth must b...

Hello all=EF=BC=9A I have written a matlab curve fitting program=EF=BC=9A clc clear xx =3D 1:1:20; xx =3D xx'; yy =3D exp(xx); hold on; plot(xx,yy,'o'); start =3D [1 1 1]; s =3D fitoptions('Method','NonlinearLeastSquares',... 'Lower',[-Inf,-Inf,-Inf],... 'Upper',[Inf,Inf,Inf],... 'Startpoint',start); f =3D fittype('a*x^b+c','options',s); [coe,gof] =3D fit(xx,yy,f); coe gof plot(coe,'r'); grid on; the fitting result is not satisfied=EF=BC=9A General model: coe(x) =3D a*x^b+c Coefficients (with 95% confidence bounds): a =3D 2.035 (-6885, 6889) b =3D 4.595 (-1139, 1148) c =3D 1.006 (-8.515e+07, 8.515e+07) gof =3D sse: 2.6959e+17 rsquare: -0.1105 dfe: 17 adjrsquare: -0.2411 rmse: 1.2593e+08 Then I use the curve fitting tool in matlab toolbox to fit the same array. The result is just fine: General model Power2: f(x) =3D a*x^b+c Coefficients (with 95% confidence bounds): a =3D 5.2e-17 (1.568e-17, 8.832e-17) b =3D 19.19 (18.96, 19.43) c =3D 0 (-6.271e+05, 6.271e+05) Goodness of fit: SSE: 2.398e+13 R-square: 0.9999 Adjusted R-square: 0.9999 RMSE: 1.188e+06 I guss the problem comes from the StartPoint setting, because when I set the StartPoint as [5.2e-17 19.19 0], my program can also get a fine result. Here are the source code ge...

Hi, I have recently started using MATLAB for a DSP and a Communication Theory class. I have some questions about how MATLAB does some things. 1. To plot a graph, say a sinusoid, I always do this: t=0:.1:10; a=sin(t); plot(t,a) What does MATLAB do to generate the data for the points that are not in increments of .1? for example sin(1.13)? Does it interpolate to generate the graph? Is this sinusoid only valid for .1 increments? In fact, a function in MATLAB is inherently discrete, but we use it to model continuous functions (its 'domain' is actually only 101 samples)? 2. I'm having trouble mixing up the indices of the array (1..101 for t matrix) and the actual values (t(1)=0 t(1)=0.1, etc.)I am doing a lot of shifting of functions (such as f(x) = x -> f(x-2) = x-2) and this is messing me up, I usually get the error, "indices must be positive or logicals.." Mathematically, it makes sense to compute f(x(1)-2) for x(1)=1, but it doesn't make sense in MATLAB to ask for f(-1). This brings me to the question of what is a reasonable matrix size for x. -100:.1:100 ? Does it depend on the precision you need? Is there a 'convention' used to model functions? 3. I had a misconception that MATLAB was very close to mathematical notation. In fact, you have to interpret a lot when using it, often going back to the theory to make sure computations make sense. So am I using it the 'right' way. Usually only crunching huge amounts of numbers? I know...

Need to do 5 iterations...for this problem not including 0 which is 1 and 0 f1(x1, x2) = 10x1sinx2 + 2 = 0 f2(x1, x2) = 10x1^2? 10x1cos x2 + 1 = 0 where x0 = [ 1 ; 0] x01 = 1 x02 = 0 Please need the code plus the first five iterations for x1 and x2.....ive been trying but...keep getting errors..and its due tomorrow lol :( at 5:30 latest "Carlos Mallqui" wrote in message <jnaeda$p5b$1@newscl01ah.mathworks.com>... > Need to do 5 iterations...for this problem not including 0 which is 1 and 0 > > f1(x1, x2) = 10x1sinx2 + 2 = 0 > f2(x1, x2) = 10x1^2? 10x1cos x2 + 1 = 0 > > where x0 = [ 1 ; 0] > > x01 = 1 > x02 = 0 > > > Please need the code plus the first five iterations for x1 and x2.....ive been trying but...keep getting errors..and its due tomorrow lol :( at 5:30 latest Please post your code so we can comment on it. James Tursa maxiter = 5; tol=1e-6 x=[1 0]%initial extimates f=(10*x(1)*sin(x(2)))+2;%function fx1=10*sin(x(2));%derivative of function w.r.t x1 fx2=10*x1*cos(x(2));%derivative of function w.r.t x2 J=[fx1 fx2] %Jacobian matrix of function xold = x(:); xnew = xold - J\f for k=1:maxiter xold = xnew; niter = k; xnew = xold - J\f; if abs(xold-xnew)/abs(xnew) < tol (niter == maxiter) break end end r = xnew like this try for the next function also "prabhakaran m" <prabha.gahon@gmail.com> wrote in message <jnaip9$c68$1@newscl01ah.mathworks.com>... > > f=(10*x(1)*...

Hello! I have a plot of 2x3 subplots. I need to get the legend from the second subplot (which pertains to the entire plot) above it, so it would actually be a 3x3 subplot space: L SSS SSS s = subplot, L = legend Thanks very much! On 5/30/2012 10:39 AM, Paul wrote: > Hello! > I have a plot of 2x3 subplots. I need to get the legend from the second > subplot (which pertains to the entire plot) above it, so it would > actually be a 3x3 subplot space: > > L SSS > SSS > > s = subplot, L = legend Me no follow... Try sample code that demonstrates what you got and then what you want modified/added... -- ...

Is there a way to filer a black and white image so that all holes with a defined pixel area (say, less that 5 pixels) will be filled? Hi Tyler, this reminds me to a function 'imfill' in the image processing toolbox. Also a dilation (imdilate) and afterwards an erosion (imerode) should do the working. Both together is known as closing. Hope this helped? Regards, Stefan ---------------------------------------- Tyler <tylerh@mail.utexas.edu> writes: > Is there a way to filer a black and white image so that all holes > with a defined pixel area (say, less that 5 pixels) will be filled? If you have the Image Processing Toolbox, try the bwareaopen function. -- Steve Eddins Development Manager, Image Processing Group The MathWorks, Inc. Tyler wrote: > Is there a way to filer a black and white image so that all holes > with a defined pixel area (say, less that 5 pixels) will be filled? These functions might be helpful: help bwlabel help regionpros -Herbert ...

Hi, I have a quadrilateral defined by [x1 x2 x3 x4] and [y1 y2 y3 y4] which define the 4 vertices in anticlockwise order. How can I determine quickly in MATLAB whether the point [xn yn] is within the area of the quadrilateral? Thanks in advance for your time. Oli OliH wrote: > > > Hi, > > I have a quadrilateral defined by [x1 x2 x3 x4] and [y1 y2 y3 y4] > which define the 4 vertices in anticlockwise order. How can I > determine quickly in MATLAB whether the point [xn yn] is within the > area of the quadrilateral? > > Thanks in advance for your time. > > Oli help inpolygon <http://www.mathworks.com/access/helpdesk/help/techdoc/ref/inpolygon.html> Try something like this : in=inpolygon(xn,yn,[x1 x2 x3 x4 x1],[y1 y2 y3 y4 y1]); J�r�me Thanks so much. There's always the odd function you've never seen before isn't there! Oli J�r�me wrote: > > > OliH wrote: >> >> >> Hi, >> >> I have a quadrilateral defined by [x1 x2 x3 x4] and [y1 y2 y3 y4] >> which define the 4 vertices in anticlockwise order. How can I >> determine quickly in MATLAB whether the point [xn yn] is within > the >> area of the quadrilateral? >> >> Thanks in advance for your time. >> >> Oli > > help inpolygon > <http://www.mathworks.com/access/helpdesk/help/techdoc/ref/inpolygon.html> > > Try something like this : > > in=inpolygon(xn,yn,[x1 x2 ...

Hi all, I'm building a java swing based GUI for my Matlab application. As such, user input is available as text strings, for example "{[0; 0], [3.5 0; 0 2]}" (mean vector and covariance matrix of a 2D Gaussian). The user input will be passed to the compiled matlab method as a MWCellArray. Problem is how do a convert (parse) the above string into a MWCellArray? From its javadoc http://www.mathworks.com/access/helpdesk/help/toolbox/javabuilder/MWArrayAPI/index.html the following method is available: java.lang.String toString() Returns a string representation of this array, but the reverse method is not. Evidently, parsing a string like the one above is a non trivial task and I'm loath to attempt writing one by myself. I would be very thankful if someone can point me to the required parser implementation. Matlab itself is carrying out this task all the time, perhaps it is possible to access Matlab's own parser. Help much appreciated, Ritesh ...

Hi! I opened the matlab script fractal.vi then my antivirus (Kaspersky) ask if I acept the modified te registry of matlab setup, I say "yes" After that when I want open matlab the setup run but inmediatly it's close, why???? Hola: Abri el matlab script fractal.vi y mi antivirus (Kasoersky)me preguntaba si aceptaba una modificacion del registro del setup de matlab yo acepte Despues de eso cuanto abro matlab se cierra inmediatamente porque?? Hola Sa�l Es probable que el problema est� relacionado con el antivirus Kaspersky, trata de deshabilitarlo y correr nuevamente el ejemplo. Si esto no funciona revisa el estado de tus licencias de LabVIEW y de Matlab, probablemente tengas que reinstalar el programa y/o activar las licencias. �Qu� versi�n de LabVIEW y Matlab tienes? �El comportamiento es el mismo con el otro ejemplo?, me refiero al de la siguiente dir: labview\examples\scriptnode\Differential Equation.llb\MATLAB Script - Lorenz Diff Eq.vi Si corres este ejemplo �El antivirus tambi�n te pregunta cambiar lo de los registros?, ser�a bueno contactar a Mathworks para saber c�mo reconfigurar nuevamente los registros de Matlab ...

I have used MATLAB for few hours.So I don't know the differences between version 6.5 and 7.0.I want to use some codes of MATLAB 7.0, but they doesn't work in MATLAB 6.5.How to change these codes so that they can work in matlab 6.5.Waiting for your help. Thank you . The codes are like this .I think changing the function findPI may work ,but I don'y know how % PIfun.m % Evaluate a function used to find the PI-line, using Kyle Champley's % method. % % Adam Wunderlich % last update: 5/18/06 function y = PIfun(r,R,h,gamma,x3,sb) temp = R - r*cos(gamma-sb); y = h*((pi - 2*atan(r*sin(gamma-sb)/temp))*(1 + (r^2 - R^2)/ (2*R*temp)) ... + sb) - x3; % find_PI_Line.m % % Find the the parametric interval corresponding to the unique PI-line % passing through the point x for a given helical pitch. % This code implements the method of Kyle Champley. % inputs: P = pitch (cm/turn), R = helix radius, delta_s = s stepsize, x % output: PI = [sb st] % % Adam Wunderlich % last update: 5/18/06 function [PI] = findPI(P,R,delta_s,x) h = P/(2*pi); r = sqrt(x(1)^2+x(2)^2); gamma = atan2(x(2),x(1)); options = optimset('TolX',h*delta_s/100,'FunValCheck','on'); [sb,fval,exitflag] = fzero(@(sb) PIfun(r,R,h,gamma,x(3),sb),... [(x(3)-h*pi)/h,x(3)/h],options); if exitflag ~=1, disp('Error: PI invalid'); end % note that beta=sb in Kyle's formula alphaX = atan(r*sin(gamma-sb)/(R - r*cos(gamma-sb))); st = sb + pi -...

Hello all, I have a GENERAL MATRIX MAP, in latitudes and longitudes coordinates. I would like to trim this map according to the latitude and longitude vectors of a basin inside that zone. I can't seem to do it with 'roipoly' because its not a REGULAR matrix map, nor with 'maptrim' because its not a vector map. Any clues? Thanks a lot, Bruno Benedetti ...

hi all, i need to design fir filter to eliminate frequency component; my signal banwith B=10kHZ, samples Fs=20kHz signal is corrupted by four sinusoids with frequncies: F1=10kHz F2=8889Hz F3=7778Hz F4=6667Hz i found H(z)( H(z)=(z-0.5)*(z-0.3889)*(z-0.4445)*(z-0.3334)) but i don know how can i show in the matlab... pls help me thanx "icestone" <kiresun@hotmail.com> wrote in news:f- 2dneGA8q_b2NbYnZ2dnUVZ_tCdnZ2d@giganews.com: > hi all, > > i need to design fir filter to eliminate frequency component; > my signal banwith B=10kHZ, samples Fs=20kHz > > signal is corrupted by four sinusoids with frequncies: > F1=10kHz F2=8889Hz F3=7778Hz F4=6667Hz > > i found H(z)( H(z)=(z-0.5)*(z-0.3889)*(z-0.4445)*(z-0.3334)) but i dont > know how can i show in the matlab... pls help me > thanx > > > I don't know if you're trying to do this practically or as an exercise, but my opinion is that your sampling rate is not high enough (practically speaking) for your bandwidth. You also didn't state what frequencies you are trying to attenuate., -- Scott Reverse name to reply icestone wrote: > hi all, > > i need to design fir filter to eliminate frequency component; > my signal banwith B=10kHZ, samples Fs=20kHz > > signal is corrupted by four sinusoids with frequncies: > F1=10kHz F2=8889Hz F3=7778Hz F4=6667Hz > > i found H(z)( H(z)=(z-0.5)*(z-0.3889)*(z-0.4445)*(z-0.3334...

I am trying to get a MATLAB compiled DLL to work in LabVIEW. I have monitored many of the discussion but I don't see anyone having the same problem I am that was resolved. The problem appears to be when the <library> terminate is called along with the MCR terminate function. It doesn't really seem to terminate. Her is a snippet of my code. I have broken the wrapper into 3 parts: Init, Calculate and Uninit. Then in LV I have 3 calls to the call library node. First the init, then a loop to call calculate (vilineWidth) and finally terminate when stop is clicked. If I start fresh - delete the directory created by the MCRInitialize (\cviDLL_mcr) I can successfully call the Init and calculate as many times as I want. When I click stop it "appears" to stop. Problem is that the <library>Terminate does not return a value. If I try to re-run then I get an error when the mclInitializeApplicationfunction is called. If I exit LV and manually blow away the _mcr directory and re-run I can get back to being able to call calculate. If I try to blow away the directory WITHOUT closing LV is says a file is in use and cannot do it. This would seem to suggest that the Terminates are not functioning properly. Any thougts?? LLCVICALC_API int CVIMatlabInit(void) { ...

Hi! I have recently installed Matlab 7.0. I have save my simulation results in .MAT file. However, these MAT files can't be opened using Matlab 6.5.1. I encountered problem as follows: ??? Error using ==> load Unable to read MAT file D:\MATLAB7\work\results.mat File may be corrupt. How can I solve this problem? Thanks. Linda Please see here: <http://tx.technion.ac.il/~perryb/matlab7/mat7.pdf> In short, save again as: The new features and enhancements are described in the "Release notes" of Matlab. A new feature that causes incompatibility with previous versions of Matlab is the new encoding of MAT files. Matlab release 14 writes character and figure data to MAT-files using Unicode encoding by default. Unicode encoded MAT-files are not readable by earlier versions of Matlab. If you intend to load your MAT-files created with Matlab release 14, you must override the Unicode default during the save. You can override the default encoding by using the -v6 switch with save and hgsave: save filename -v6 hgsave filename -v6 Hope it helps Linda wrote: > > > Hi! > > I have recently installed Matlab 7.0. > I have save my simulation results in .MAT file. > However, these MAT files can't be opened using Matlab 6.5.1. > > I encountered problem as follows: > > ??? Error using ==> load > Unable to read MAT file D:\MATLAB7\work\results.mat > > File ma...

Dear Colleagues, I would like to call your kind attention to the updated website of the Soft Computing Research Group at the University of Veszprem (Hungary) http://www.fmt.vein.hu/softcomp/ You can download MATLAB Toolboxes: - Fuzzy Clustering MATLAB Toolbox - Genetic Programming MATLAB Toolbox - Interactive Evolutionary Strategy (EASy) MATLAB Toolbox - Constrained Fuzzy Model Identification for the FMID Toolbox independent MATLAB programs related to: - Data mining * Fuzzy clustering based time-series segmentation * Supervised Fuzzy Clustering for the Identification of Fuzzy Classifiers * Fuzzy Modeling with Multidimensional Membership Functions: Grey-Box Identification and Control Design * Compact TS-Fuzzy Models through Clustering and OLS plus FIS Model Reduction * Inconsistency Analysis of Labeled Data * Star plots - MATLAB files for Graphical Representation of trace elements of clinkers - Process control and monitoring * Feedback Linearizing Control Using Hybrid Neural Networks Identified by Sensitivity Approach * Incorporating Prior Knowledge in Cubic Spline Approximation - Application to the Identification of Reaction Kinetic Models * Identification and Control of Nonlinear Systems Using Fuzzy Hammerstein Models - A Simple Fuzzy Classifier based on manuscripts in PDF about - fuzzy model based process control and monitoring - fuzzy clustering and classification - incorpor...

1. y = 10x / x.^2 + 5x + 8 2. y = 2cos2x+3sinx.^2 ...

Dear Colleagues, I would like to call your kind attention to the updated website of the Soft Computing Research Group at the University of Veszprem (Hungary) http://www.fmt.vein.hu/softcomp/ You can download MATLAB Toolboxes: - Fuzzy Clustering MATLAB Toolbox - Genetic Programming MATLAB Toolbox - Interactive Evolutionary Strategy (EASy) MATLAB Toolbox - Constrained Fuzzy Model Identification for the FMID Toolbox independent MATLAB programs related to: - Data mining * Fuzzy clustering based time-series segmentation * Supervised Fuzzy Clustering for the Identification of Fuzzy Classifiers * Fuzzy Modeling with Multidimensional Membership Functions: Grey-Box Identification and Control Design * Compact TS-Fuzzy Models through Clustering and OLS plus FIS Model Reduction * Inconsistency Analysis of Labeled Data * Star plots - MATLAB files for Graphical Representation of trace elements of clinkers - Process control and monitoring * Feedback Linearizing Control Using Hybrid Neural Networks Identified by Sensitivity Approach * Incorporating Prior Knowledge in Cubic Spline Approximation - Application to the Identification of Reaction Kinetic Models * Identification and Control of Nonlinear Systems Using Fuzzy Hammerstein Models - A Simple Fuzzy Classifier based on manuscripts in PDF about - fuzzy model based process control and monitoring - fuzzy clustering and classification - incorporation of a priori knowledge in the identif...

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