fast convergence rate
A Proposed SM-IMSAF Algorithm with Fast Convergence Rate
... Abstract: In order to obtain a fast convergence rate, we propose a novel algorithm at the basis of the improved multiband-structured subband adaptive filter algorithm (IMSAF). The proposed algorithm ...
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Highly Optimized APC-OMS Based Recursive Least Square (RLS) Adaptive Filter with Fast Convergence Rate
... In this paper simulation is carried out by using the APC-OMS based multiplier to reduce total logical area consumption. The Anti-Symmetric Product Coding (APC) and Odd-Multiple-Storage (OMS) techniques were used for ...
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Prediction of Tool Life in Digital Workshop Based on Particle Swarm Optimized BP Neural Network Algorithm
... In the machining process of modern digital workshops, the tool life is an important parameter index that influences the development of tool demand planning, cost accounting, and cutting parameter setting. In view of the ...
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The Rate of Convergence of AdaBoost
... AdaBoost’s convergence are not fully ...find convergence rates that hold in the absence of any simplifying ...a fast convergence rate for AdaBoost, but often do not hold in the cases ...
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Modified Shuffled Frog Leaping Algorithm by adaptive Step Size: Applications to Constraint Engineering Design Problems
... In present study, Shuffled Frog leaping Algorithm, introduced by Eusuff and Lansey is used to solve constraint engineering design problem [6]. SFLA based on the conception of foraging behavior of the group of frogs. . ...
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Binary Sequences Design Using MGA
... Binary codes have been widely used in radar and communication areas, but the synthesis of binary codes with good Discriminating factor is a nonlinear multivariable optimization problem, which is usually difficult to ...
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On the Rate of Convergence of the Bagged Nearest Neighbor Estimate
... optimal rate of convergence depends on the unknown distribution of (X,Y ), and especially on the covering radius ρ and the smoothness of the regression function measured by the constant ...
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Convergence rate of extremes from Maxwell sample
... the convergence rate of extremes from Maxwell sample have been widely used in the field of ...uniform convergence rate of its distribution to the extreme value distribution and give an improved ...
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On the rate of convergence of bootstrapped means in a Banach space
... [3] T.-C. Hu and R. L. Taylor, On the strong law for arrays and for the bootstrap mean and vari- ance, Int. J. Math. Math. Sci. 20 (1997), no. 2, 375–382. MR 97k:60011. Zbl 883.60024. [4] D. Li, A. Rosalsky, and S. E. ...
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Convergence rate of numerical solutions to SFDEs with jumps
... pth-moment convergence of EM numerical solutions to SFDEs with jumps under a global Lipschitz ...The rate of the mean-square convergence for EM numerical solutions to SFDEs with jumps under a local ...
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Computational study of fast methods for the Eikonal equation
... as Fast Marching and Fast Sweeping can be modified to retain optimal convergence rates (first or second order) even on low regularity ...for Fast Marching, this is less clear for Fast ...
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Spectral Methods for Volterra Integral Equations
... This work seems to be the first successful numerical method for the Volterra integral equations having exponential rate of convergence, which can be demonstrated theoretically and numerically. The tools ...
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Sliding Mode Control For Heartbeat Electrocardiogram Tracking Problem
... In this paper, we have exploited the first-order sliding mode control method to track the ECG data of the human heart by three different nonlinear control laws. In order to lessen the intrinsic chattering of the classic ...
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Rate of convergence in the weak invariance principle for deterministic systems
... In this section, we prove Theorem 2.4. We begin by proving an abstract result, Theorem 5.1 below, before specializing to the case where T is nonuniformly expanding. Let T : Λ → Λ be a map with ergodic invariant ...
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Economic convergence and the fundamental equilibrium exchange rate in Poland
... exchange rate that is encompassing the standard specification of the BEER relationship, as proposed by the Clark and MacDonald ...exchange rate should take the ratio of net foreign assets to trade value as ...
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Optimal rate of convergence for stochastic Burgers type equations
... In [20], the solution theory was extended to Burgers-type equations with multi- plicative noise (i.e. when the multiplier of the noise term is a nonlinear local function θ(u) of the solution). Analysis of numerical ...
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PARTIAL MESH BASED DYNAMIC ROUTING WITH FAST CONVERGENCE FOR WMN
... quick convergence with smart network path ...quick convergence based false routing mechanism is offered by using the link state routing with partial mesh sparse ...
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On the Rate of Convergence of Some New Modified Iterative Schemes
... the Rate of Con- vergence of Mann, Ishikawa, Noor and SP Iterations for Continuous Functions on an Arbitrary Interval,” Journal of Computational and Applied Mathematics, ...
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Some approximation properties of a kind of q Gamma Stancu operators
... In this paper we propose the Stancu type generalization of a kind of q-Gamma operators. We estimate the moments of these operators and establish two direct and local approximation theorems of the operators. We also ...
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An Improved Gauss Newtons Method based Back propagation Algorithm for Fast Convergence
... quick convergence with stability in case of multilayer neural network ...datasets. Convergence criteria is another important issue for neural network training ...algorithm. Convergence criteria used ...
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