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-FUZZY-BASIS-FUNCTION NETWORK ---------------------------------------------------------------------------------------------------FUNCTION Y(p$, q$) = 2 * sin(05 * p$) * cos(01 * q$) ----------------------------------------------------------------------------------------------------triangle membership functions -ARRAY X$[1], mb$[1] | -dummy-argument arrays SUBMODEL fuzzmemb(N$, X$, mb$, input$) Vector mb$ = SAT((X$ - input$)/(X$ - X${1})) Mbb = mb$[1] | mcc = mb$[N$ - 1] Vector mb$ = mb${-1} - mb$ mb$[1] = 1 - mbb | mb$[N$] = mcc end ---------------------------------------------------------------------------------------------------ARRAY x[2] N1 = 7 | N2 = 5 | n = N1 * N2 ARRAY X1[N1], X2[N2] ARRAY mb1[N1], mb2[N2], F[N1,N2] = f ARRAY W[1,n], y[1], error[1] ---------------------------------------------------------------------------------------------------lratef = 02 | kappa = 09999 | lrate0 = 00 NN=20000 -----------------------------------data -09, -05, -01, 0, 01, 05, 09 | read X1 data -09, -05, 0, 05, 09 | read X2 -------------------------------------------------------------------------drun | -function-learning run write "type go for a recall run" | STOP lratex=0 | lratef=0 | lrate0=0 | NN=2000 | display R drun | -recall run --------------------------------------------------------------------------------DYNAMIC ---------------------------------------------------------------------------------- lratef = kappa*lratef+lrate0 | -reduce learning rate -Vector x = ran() | Y = TGT(x[1], x[2]) | -training pairs invoke fuzzmemb(N1, X1, mb1, x[1]) invoke fuzzmemb(N2, X2, mb2, x[2]) MATRIX F = mb1 * mb2 | -joint membership functions Vector y = W * f | Vector error = Y - y DELTA W = lratef * error * f | -LMS algorithm for output y -----------------------------------------------stripchart display ERRORx50 = 50 * abs(error[1]) - scale x1 = x[1] | x2 = x[2] | -- shorten names to fit display list! m2 = 05 * (05 * mb1[2] + scale) m3 = 05 * (05 * mb1[3] + scale) M2 = 025 * mb2[2] | M3 = 025 * mb2[3] DISPXY Y, y[1], Y, ERRORx50, x1, m2, x1, m3, x2, M2, x2, M3 FIGURE A-2a Program for a two-dimensional fuzzy-basis-function network learning the two-input function 2 * sin(05 * x[1]) * cos(01 * x[2]).



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If the theme checklist wasn t an obstacle, and your theme is licensed under a GPL compatible license, you can submit it to the wordpress.org theme directory. This is good for several reasons, the most prominent being the ability to reach WordPress users through the official channel, which incidentally now also resides within the admin interface. It also brings version control and hosting, as well as nice linkage with the wordpress.org support forums. Your theme needs to be complete and saved in a single zip file. This should contain all the theme s template files, where style.css is extremely important. This is where the version is listed, along with

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FIGURE A-2b Display obtained with the fuzzy-basis-function network of Fig A-2a y and error are plotted against the target input Y mb1 and mb2 are plotted against their respective arguments x[1] and x[2] Note that different fuzzy basis functions were used for x[1] and x[2]

the tags that are used to sort your theme. You also need to include a screenshot.png file, which has to be a screenshot of your theme in action, not a logo or similar. Other rules include Gravatar.com and widget support, exposed RSS feeds, showing the blog title and tagline, as well as listing both categories and tags by default. Remember the Tags label in the top of style.css That s where you define how your theme will be sorted on wordpress.org, should it be approved. Tags are separated by commas, like this (from the Notes Blog Core theme s style.css):

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basis-center locations by trial and error; it should be noted that basis-function spreads in the x[1] and x[2] directions adjust automatically when the fuzzybasis-center locations are changed The results are shown in Figure A-2b As in Section 7-7c, sigmoid (a * q) can be substituted for SAT(q) to try continuous basis functions A-3 The CLEARN Algorithm2 From Section 6-17, in

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Tags: light, two-columns, right-sidebar, xed-width, threaded-comments, sticky-post, translationready

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CLEARN v = W(x) lrate, crit crit > 0 associates each template W(i) with two internal status flags, committed[i] and badmatch[i], both initially set to 0 (see also the DESIRE Reference

That would obviously go in the top of the style.css file, along with the other things that define the theme. For clarity s sake, here s the full theme declaration top of the Notes Blog Core s style.css file. Notice the Tags line showing what the theme supports:

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The new CLEARN algorithm described here replaces the now obsolete algorithm described in Reference [3]

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/* Theme Name: Notes Blog Core Theme Theme URI: http://notesblog.com/ Description: The Notes Blog Core theme is meant to work both as a framework to build child themes on, as well as a stand-alone clean theme for your perusal. <a href="http://tdhedengren. com/">Made by TDH</a> and maintained at <a href="http://notesblog.com/">notesblog.com</a>. Requires WordPress 2.8 or higher. Version: 1.0.1 Tags: light, two-columns, right-sidebar, xed-width, threaded-comments, sticky-post, translationready Author: Thord Daniel Hedengren Author URI: http://tdhedengren.com/ Get support and services for the Notes Blog Core Theme: http://notesblog.com Created and managed by Thord Daniel Hedengren: http://tdhedengren.com */

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Manual) [1,2] We start with random values for n templates Each learning step presents an input pattern x and finds the best-matching template pattern W(I) by least-squares competition Then

Here are the tags currently used for sorting your theme on wordpress.org (a definitely up-todate version is available at wordpress.org/extend/themes/about/):

Figure 4.5b Capacity gain in soft scheduling (Q = 128KB, R = 150KB/s)

If the best-matching template satisfies the resonance criterion ||x W(I)|| < crit, update it and mark it with committed[I] = 1 This template pattern

Capacity Gain (%)

Those are the currently available tags used to sort your theme when submitting it to wordpress.org. You should take good care to make them as accurate as possible, because it is via these tags that people

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