... components of Z tforq t =2 andN =4 0 50 100 z 3t 1 0.8 0.6 0.4 0.2 0 Histograms of different components of Z tforq t =2 andN =4 0 50 100 z 4t Figure 4: A histogram of each component ofZ tforq t =2 ... redundant information of the two channels of a turbo code and the redundant in-formation in the multiple modalities of a multimodal sys-tem We develop a modified version of the iterative decoding algorithm ... Iterative Decoding Algorithm for Fusion of Multimodal Information Shankar T Shivappa, Bhaskar D Rao, and Mohan M Trivedi Department of Electrical and Computer Engineering, University of California, San
Ngày tải lên: 22/06/2014, 19:20
... algorithm for solving a system of composite monotone inclusions formulated in the form of the extended set of solutions in real Hilbert spaces The resulting algorithm is an extension of the algorithm ... Observe that the problem in the form of (6) can recover both the primal problem and dual problem Hence, it will be more convenient to formulate the problem in the form of (6) to overcome this limitation ... is uniformly monotone at v 1,j for some j ∈ {1, , k}, then v j 1,n → v 1,j (viii) Suppose that B−1 j is uniformly monotone at v 2,j for some j ∈ {1, , k}, then v j 2,n → v 2,j Proof Let
Ngày tải lên: 16/12/2017, 03:09
Efficient proximal gradient algorithm for inference of differential gene networks
... Performance of ProGAdNet, lqa, and Lasso in the inference of linear regression models Number of samples n= 100, and number of variablesp− 1 = 200 that of glmnet, but lower than that of lqa forβ1and ... validation, a set S1of k1values ofλ1and a setS2(λ1) of k2values ofλ2for eachλ1were created similarly, and the default values ofα1, α2, k1, and k2are 0.6952, 0.3728, 20, and 8, respectively Software glmnet ... same set of eigenvalues And thus, γ can be found using a numerical algorithm with a computational com-plexity of O ((min(n, p))2) After obtaining L, the step size of our proximal gradient algorithm
Ngày tải lên: 25/11/2020, 12:08
ISeg: An efficient algorithm for segmentation of genomic and epigenomic data
... same between the two types of profiles As a result, the overall running time of iSeg for the long profiles did not Fig 5 Comparison of segmentation results for one of the Coriell datasets a The ... p-value cutoff was then used to select the set Fig 3 Comparison of F 1 -scores of various methods in analyzing different types of profiles a 10 Simulated Profiles; b 10 Simulated Long Profiles ( ... Diagram of overlapping regions (in number of biological coordinates) called by well-performed methods (in terms of F 1 -scores) in different profiles a Simulated Profiles; b Simulated Long Profiles
Ngày tải lên: 25/11/2020, 15:37
farshchin, maniat, camp, pezeshk (2018) School based optimization algorithm for design of steel frames
... stress of Fy= 36 ksi The effective length factors of the members are calculated as Kx≥ 1.0 for a sway-permitted frame using a simplified form of the transcendental equations [44]and the out-of-plane ... optimization perfor-mance for SBO, GA[47], ACO[21], TLBO[26], and SGA[31].Fig 4 shows the convergence history plots for the SBO algorithm for both cases.Fig 5shows stress ratio values for each member ... algorithm for discrete design optimization of steel frames Comput Struct 2012;110–111:167–79 [25] Kaveh A, Talatahari S Charged system search for optimal design of frame struc-tures Appl Soft
Ngày tải lên: 23/10/2022, 05:56
analysis of weighted multifrequency music type algorithm for imaging of arc like perfectly conducting cracks
... investigate MUSIC-type algorithm presented var-ious experiments with the use of MUSIC-type algorithm For instance, the use of MUSIC-type algorithm for eddy-current nondestructive evaluation of three-dimensional ... ArticleAnalysis of Weighted Multifrequency MUSIC-Type Algorithm for Imaging of Arc-Like, Perfectly Conducting Cracks Young-Deuk Joh Department of Mathematics, Kookmin University, Seoul 136-702, Republic of ... these algorithms was not verified, recent studies [14–19] managed to partially analyze the structure of some algorithms On the basis of these studies, the present study examined the structure of algorithms
Ngày tải lên: 01/11/2022, 08:30
Báo cáo hóa học: " A new modified block iterative algorithm for uniformly quasi-j-asymptotically nonexpansive mappings and a system of generalized mixed equilibrium problems" ppt
... iterative algorithm for finding a common element of the set of common fixed points of an infinite family of closed and uniformly quasi-j-asymptotically nonexpansive mappings, the set of the variational ... hybrid projection algorithm for finding a common element of the set of the variational inequality for an a-inverse-strongly monotone operator, the set of solutions of the system of generalized mixed ... obtained the following result for the set of solutions of the generalized equilibrium problems and the set of common fixed points of an infinite family of closed and uniformly quasi-j-asymptotically
Ngày tải lên: 21/06/2014, 01:20
Báo cáo hóa học: " Research Article Hierarchical Convergence of a Double-Net Algorithm for Equilibrium Problems and Variational Inequality Problems" ppt
... Hierarchical Convergence of a Double-Net Algorithm for Equilibrium Problems and Variational Inequality Problems Yonghong Yao,1 Yeong-Cheng Liou,2 and Chia-Ping Chen3 Department of Mathematics, Tianjin ... , x − x∗ ≥ 0, for all x ∈ EP F, B , where A, B are two monotone operators and EP F, B is the solution of the equilibrium problem of finding z ∈ C such that F z, y Bz, y − z ≥ 0, for all y ∈ C ... special cases For solving 1.12 , we propose a double-net algorithm which generates a net {xs,t } We prove that the net {xs,t } hierarchically converges to the solution of 1.12 ; that is, for each
Ngày tải lên: 21/06/2014, 07:20
Báo cáo hóa học: " Research Article A New Hybrid Algorithm for a System of Mixed Equilibrium Problems, Fixed Point Problems for Nonexpansive Semigroup, and Variational Inclusion Problem" ppt
... more general iterative algorithm for finding a common element of the set of solution for a system of equilibrium problems and the set of common fixed points for a finite family of nonexpansive mappings ... theorem for finding a common element of the set of fixed points of a family of finitely nonexpansive mappings, the set of solutions of a mixed equilibrium problem and the set of solutions of a variational ... method of finding the common element of the set of common fixed points for a finite family of a ξ-strict pseudocontraction, the set of solutions of a systems of equilibrium problems and the set of solutions
Ngày tải lên: 21/06/2014, 07:20
Báo cáo hóa học: " Research Article An Efficient Algorithm for Instantaneous Frequency Estimation of Nonstationary " pot
... problem of BSS is obtaining the original waveforms of the sources when only their mixture is available [9]. Due to its broad range of potential applications, BSS has attracted a great deal of attention, ... have chosen to apply our modifications to the second algorithm only. Furthermore, the chosen algorithm, unlike some other algorithms for estimation of multicomponent signals in noise (e.g., [34– 36]) ... procedure. The algorithm stops once the energy remaining in the TFD is smaller than the threshold value d defined as a fraction of the signal total energy. The second stage of the algorithm often produces
Ngày tải lên: 21/06/2014, 07:20
Báo cáo sinh học: " Research Article Polynomial-Time Algorithm for Controllability Test of a Class of Boolean Biological Networks" ppt
... Lemma 2 The computational complexity of the proposed algorithm is O((n + m + p)3(T −1) + (n + m + p)nrT) for T ≥ 2, n, m, p, r ≥ 1. Proof The computation of the proposed algorithm consists of (a) ... nonlinearity of Boolean functions While the proposed algorithm includes such disadvan-tages, one of the main advantages of the algorithm is that the computational complexity of the above algorithm ... given in the form of an algorithm, it is somewhat complex Thus before describing an algorithm, we describe the outline of the algorithm First, we consider a necessary condition for y(T) to include
Ngày tải lên: 21/06/2014, 16:20
báo cáo hóa học:" Research Article A Variable Step-Size Proportionate Affine Projection Algorithm for Identification of Sparse Impulse Response" pot
... proved that the MPNLMS algorithm is one of the fastest proportionate algorithms [26] The main disadvantage of MPNLMS is its heavy computation cost because of the presence of N logarithmic operations ... to αmax For a modest inaccurate estimate of σ2(t), the performance of the proposed algorithm is better than that of the VSS-APA because it benefits from the fast proportionate adaptive algorithms ... state for sparse impulse response The SPNLMS algorithm [15] is proposed to reduce the heavy computational complexity of MPNLMS without loss of fast convergence The step-size control matrix of MPNLMS
Ngày tải lên: 21/06/2014, 20:20
Báo cáo hóa học: " Research Article A Hybrid Projection Algorithm for Finding Solutions of Mixed Equilibrium Problem and Variational Inequality Problem" pptx
... hybrid projection algorithm to approximate a common fixed point of a k-strict pseudocontraction and of two sequences of nonexpansive mappings We prove a strong convergence theorem of the proposed ... approximation of solutions of systems of two equilibrium problems 1 Introduction In this paper, we define an iterative method to approximate a common fixed point of a k-strict pseudocontraction and of ... problems; see example for, Here we prove a strong convergence theorem of the proposed method and we obtain, as a particular case, approximation of solutions of systems of two equilibrium problems
Ngày tải lên: 21/06/2014, 20:20
Báo cáo hóa học: " Research Article Strong Convergence of a Modified Iterative Algorithm for Mixed-Equilibrium Problems in Hilbert Spaces" pdf
... element of the set of common fixed points of a finite family ofnonexpansive mappings, the set of solutions of the variational inequalities for relaxedcocoercive maps, and the set of solutions of the ... element of the set of common fixed points of a finite family of nonexpansivemappings, the set of solutions of the variational inequalities for relaxed cocoercive maps,and the set of solutions of the ... by the viscosity approximation For finding a common element of the set of fixed points of nonexpansive mappings and the set of solution of variational inequalities for α-cocoercive map, Takahashi
Ngày tải lên: 22/06/2014, 03:20
Báo cáo hóa học: " Research Article A Simplified Constant Modulus Algorithm for Blind Recovery of MIMO QAM and PSK Signals: A Criterion with Convergence Analysis" ppt
... ensures a perfect recovery of all signals and a global convergence of the algorithm Taking advantage of the phase ambiguity in the solution of the new cost function for QAM constellations, we ... advantage of the phase ambiguity of the SCMA cost func-tion for QAM constellafunc-tions An adaptive implementafunc-tion by means of the stochastic gradient algorithm (SGA) will be de-scribed A part of ... part of the source signal a(n). The term on the right side of the equality (4) prevents the deviation of the square of the real part of the equalizer outputs from a constant The minimization of
Ngày tải lên: 22/06/2014, 06:20
Báo cáo hóa học: " Research Article A New Hybrid Algorithm for Variational Inclusions, Generalized Equilibrium Problems, and a Finite Family of Quasi-Nonexpansive Mappings" pptx
... iterative scheme for finding common elements of the set of fixed points of a finite family of quasi-nonexpansive mappings, the set of solutions of variational inclusion, and the set of solutions of generalized ... and Takahashi 13 proposed a new iteration for finding a common element of the set of solutions of an equilibrium problem and the set of fixed points of a nonexpansive mapping T in a Hilbert space ... authors; for instance, see 8, 16–43. Motivated by Tada and Takahashi 13 and Peng et al. 7, we introduce a new approximation scheme for finding a common element of the set of fixed points of a
Ngày tải lên: 22/06/2014, 11:20
Báo cáo hóa học: " Research Article Existence of Solutions and Convergence of a Multistep Iterative Algorithm for a System of Variational Inclusions with (H,η)-Accretive Operators" pot
... technique for the (H,η)-accretive operators, we prove the exis- tence of solutions for this system of variational inclusions. We also prove the convergence of a multistep iterative algorithm ... uniqueness for solutions of problem (3.1). For our main results, we give a characterization of the solution of problem (3.1)asfollows. 8 Fixed Point Theory and Applications Lemma 4.1. For i = 1,2, ... [21–25] introduced and studied some systems of variational inequalities and developed some iterative algorithms for approximating the solutions of system of variational inequalities in Hilbert spaces.
Ngày tải lên: 22/06/2014, 19:20
Báo cáo hóa học: " Research Article Efficient Algorithm and Architecture of Critical-Band Transform for Low-Power Speech Applications" pdf
... Article Efficient Algorithm and Architecture of Critical-Band Transform for Low-Power Speech Applications Chao Wang 1, 2 and Woon-Seng Gan 2 1 Center for Signal Processing, School of Electrical and ... that the human ear performs spectral analy-sis on the acoustic signal in the form of a filterbank with nonuniform critical bandwidths [1] For wide-band speech with a bandwidth of 8 kHz, there are ... OF THE CRITICAL-BAND TRANSFORM In this section, an efficient VLSI architecture is proposed for the critical-band transform By applying the symmetry prop-erty of the CBT coefficients, the number of
Ngày tải lên: 22/06/2014, 19:20
Báo cáo hóa học: " Research Article Strong Convergence of an Implicit Iteration Algorithm for a Finite Family of " potx
... following lemmas for proof of our main results Lemma 2.1 see 7 Let E be a uniformly smooth Banach space, C a closed convex subset of E, T : C → C a nonexpansive with FixT / ∅ For each f ∈ ... N be N self-mappings of E and suppose thatN i1FixTi / ∅, the set of common fixed points of T i , i 1, 2, , N An implicit iteration process for a finite family of nonexpansive mappings ... process1.9 in the general setting of a uniformly smooth Banach space and prove the strong convergence of the iterative process1.9 to a common fixed point of a finite family of pseudocontractive mappings{T
Ngày tải lên: 22/06/2014, 22:20
Báo cáo sinh học: " Research Article A New Switching-Based Median Filtering Scheme and Algorithm for Removal of High-Density Salt and Pepper Noise in Images" pptx
... Results of different filters for Lena image (a) Output of SMF (b) Output of PSMF (c) Output of AMF (d) Output of DBA (e) Output of REMF (f) Output of PA Row 1–Row show processed results of various ... Results of different filters for Boat image (a) Output of SMF (b) Output of PSMF (c) Output of AMF (d) Output of DBA (e) Output of REMF (f) Output of PA Row 1–Row show processed results of various ... Results of different filters for Cameraman image (a) Output of SMF (b) Output of PSMF (c) Output of AMF (d) Output of DBA (e) Output of REMF (f) Output of PA Row 1–Row show processed results of various...
Ngày tải lên: 21/06/2014, 16:20