Fuzzy Artmap+Research Papers

Fuzzy Artmap+Research Papers-77
The results focus primarily on stability and robustness, which are studied in light of the...

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An evaluation of distributed learning as a means to attenuate the category proliferation problem in Fuzzy ARTMAP based neural systems is carried out, from both qualitative and quantitative points of view.

We show that our algorithm is much faster than Kasuba's algorithm, and by increasing the number of training samples, the difference in speed grows enormously.

The performances of the SFAM and the MLP (multilayer perceptron) are compared on three problems: the two benchmarks, and the Farsi optical character recognition (OCR) problem.

The journal solicits original technical papers that were not previously published and are not currently under review for publication elsewhere.

This paper presents results on the output regulation of a single-input multi-output (SIMO) rotational-translational actuator (RTAC) system.The results focus primarily on stability and robustness, which are studied in light of the presence of externally generated exogenous input signals. Obtained results answers the question of asymptotic stabilization and tracking of a desired trajectory in the presence of a dynamic exosystem.The results confirmed the working theory of robust stabilization using output feedback techniques, borne out of differential-geometric observer design principles.We use cookies to make interactions with our website easy and meaningful, to better understand the use of our services, and to tailor advertising.For further information, including about cookie settings, please read our Cookie Policy .We present an algorithmic variant of the simplified fuzzy ARTMAP (SFAM) network, whose structure resembles those of feed-forward networks.Its difference with Kasuba's model is discussed, and their performances are compared on two benchmarks.For example, the site cannot determine your email name unless you choose to type it.Allowing a website to create a cookie does not give that or any other site access to the rest of your computer, and only the site that created the cookie can read it. Wiley Online Library requires cookies for authentication and use of other site features; therefore, cookies must be enabled to browse the site.Detailed information on how Wiley uses cookies can be found in our Privacy Policy.


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