نتایج جستجو برای: روش rbf
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اغلب پدیده های طبیعی رفتاری غیرخطی دارند که لازمه ی تشخیص مناسب آن ها استفاده از مدل های غیرخطی است. در گذشته مدل های گوناگونی به منظور پیش بینی متغیرهای اقتصادی مورد استفاده قرار می گرفتند. اما این مدل ها ضعف هایی داشتند که به محقق اجازه نمی دادند تا عوامل پیچیده و غیرخطی موثر بر پیش بینی را درنظر بگیرد. ازاینرو روش های جدیدی در پیش بینی به نام روش های یادگیری ماشین پا به عرصه وجود نهاده اند ک...
Based on the radial basis functions (RBF) and T-Trefftz solution, this paper presents a new meshless method for numerically solving various partial differential equation systems. First, the analog equation method (AEM) is used to convert the original patial differential equation to an equivalent Poisson’s equation. Then, the radial basis functions (RBF) are employed to approxiamate the inhomoge...
This paper aims to survey our recent work relating to the radial basis function (RBF) from some new views of points. In the first part, we established the RBF on numerical integration analysis based on an intrinsic relationship between the Green's boundary integral representation and RBF. It is found that the kernel function of integral equation is important to create efficient RBF. The fundame...
INTRODUCTION To assess changes in renal blood flow (RBF) in human and experimental sepsis, and to identify determinants of RBF. METHOD Using specific search terms we systematically interrogated two electronic reference libraries to identify experimental and human studies of sepsis and septic acute renal failure in which RBF was measured. In the retrieved studies, we assessed the influence of ...
Physicochemical, pasting and gel textural properties of wheat-ripe Cavendish banana composite flours
Proximate composition, pH and amylose content of ripe Cavendish banana flour (RBF) prepared in this study were compared with all-purpose wheat flour (WF). RBF was found to be significantly (P < 0.05) higher in total carbohydrates and minerals content, while significantly (P < 0.05) lower in protein and fat contents compared with those of WF. Wheat-ripe banana composite flours (W-RBF) prepared b...
حملات ddos یکی از مهم ترین تهدیدات برای در دسترس بودن سرویس های اینترنت برای کاربران می باشد. در این نوع از حملات، مهاجم با استفاده از میلیون ها عامل تعداد بسیار زیادی بسته ایجاد کرده و به سیستم قربانی ارسال می کندو به این ترتیب تمام منابع محاسباتی و ارتباطی سیستم قربانی را در مدت زمان بسیار کوتاهی مصرف می کند. با این کار سیستم قربانی قادر به پاسخگویی به کاربران قانونی خود نخواهد بود. روش هایی ...
In this paper, a new localized radial basis function (RBF) method based on partition of unity (PU) is proposed for solving boundary and initial-boundary value problems. The benefits from direct discretization approach called the “direct RBF (D-RBF-PU)” method. Thanks to avoiding all derivatives PU weight functions as well lower local approximants, faster simpler than standard RBF-PU Besides, di...
In this paper, learning algorithms for radial basis function (RBF) networks are discussed. Whereas multilayer perceptrons (MLP) are typically trained with backpropagation algorithms, starting the training procedure with a random initialization of the MLP's parameters, an RBF network may be trained in many different ways. We categorize these RBF training methods into one-, two-, and three-phase ...
We present a generalization of the RBF-FD method that allows full control of the overlap between RBF-FD stencils. We accomplish this by introducing a continuous overlap parameter δ ∈ [0, 1] such that δ = 1 recovers the standard RBF-FD method and δ = 0 results in a full decoupling of the RBF-FD stencils. We show with a simple example that global interpolation with both RBFs and RBFs augmented wi...
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