96 results on '"*RECURSIVE functions"'
Search Results
2. Recursive inverse factorization.
- Author
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Rubensson, Emanuel H., Bock, Nicolas, Holmström, Erik, and Niklasson, Anders M. N.
- Subjects
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RECURSIVE functions , *FACTORIZATION , *ALGORITHMS , *MATRICES (Mathematics) , *SYSTEM analysis , *MATHEMATICAL optimization , *MOLECULES - Abstract
A recursive algorithm for the inverse factorization S-1=ZZ* of Hermitian positive definite matrices S is proposed. The inverse factorization is based on iterative refinement [A.M.N. Niklasson, Phys. Rev. B 70, 193102 (2004)] combined with a recursive decomposition of S. As the computational kernel is matrix-matrix multiplication, the algorithm can be parallelized and the computational effort increases linearly with system size for systems with sufficiently sparse matrices. Recent advances in network theory are used to find appropriate recursive decompositions. We show that optimization of the so-called network modularity results in an improved partitioning compared to other approaches. In particular, when the recursive inverse factorization is applied to overlap matrices of irregularly structured three-dimensional molecules. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
3. Communication Costs of Strassen's Matrix Multiplication.
- Author
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Ballard, Grey, Demmel, James, Holtz, Olga, and Schwartz, Oded
- Subjects
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ALGORITHMS , *RUN time systems (Computer science) , *MEMORY hierarchy (Computer science) , *COMPUTER input-output equipment , *PARALLEL algorithms , *MATRICES (Mathematics) , *COMMUNICATION models , *PARTITIONS (Mathematics) , *RECURSIVE functions - Abstract
Algorithms have historically been evaluated in terms of the number of arithmetic operations they performed. This analysis is no longer sufficient for predicting running times on today's machines. Moving data through memory hierarchies and among processors requires much more time (and energy) than performing computations. Hardware trends suggest that the relative costs of this communication will only increase. Proving lower bounds on the communication of algorithms and finding algorithms that attain these bounds are therefore fundamental goals. We show that the communication cost of an algorithm is closely related to the graph expansion properties of its corresponding computation graph. Matrix multiplication is one of the most fundamental problems in scientific computing and in parallel computing. Applying expansion analysis to Strassen's and other fast matrix multiplication algorithms, we obtain the first lower bounds on their communication costs. These bounds show that the current sequential algorithms are optimal but that previous parallel algorithms communicate more than necessary. Our new parallelization of Strassen's algorithm is communication-optimal and outperforms all previous matrix multiplication algorithms. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
4. Multi-player End-Nim games.
- Author
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Liu, Wen An and Wu, Tao
- Subjects
- *
MULTIPLAYER games , *VIDEO games , *MATRICES (Mathematics) , *COMPUTATIONAL complexity , *RECURSIVE functions - Abstract
Abstract W.O. Krawec (2012) [17] introduced a method of analyzing multi-player impartial games, and derived a recursive function capable of determining which of the n players has a winning strategy. The present paper is devoted to "Multi-player End-Nim games", abbreviated by ENim(N , n), assuming that the standard alliance matrix is adopted. The game values of ENim(N , n) are completely determined for three cases n > N + 1 , n = N + 1 and n = N. For the case n < N , by letting d = N − n ≥ 1 , the game values of ENim(n + d , n) are completely determined if n ≥ d + 4. The case 3 ≤ n ≤ d + 3 is more complicated, we present the game values for d = 1. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
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5. Memory-usage advantageous block recursive matrix inverse.
- Author
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Cosme, Iria C.s., Fernandes, Isaac F., De Carvalho, João L., and Xavier-De-Souza, Samuel
- Subjects
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RECURSIVE functions , *MATHEMATICAL optimization , *APPLIED mathematics , *MATRICES (Mathematics) , *ALGORITHMS - Abstract
The inversion of extremely high order matrices has been a challenging task because of the limited processing and memory capacity of conventional computers. In a scenario in which the data does not fit in memory, it is worth to consider exchanging less memory usage for more processing time in order to enable the computation of the inverse which otherwise would be prohibitive. We propose a new algorithm to compute the inverse of block partitioned matrices with a reduced memory footprint. The algorithm works recursively to invert one block of a k × k block matrix M , with k ≥ 2, based on the successive splitting of M . It computes one block of the inverse at a time, in order to limit memory usage during the entire processing. Experimental results show that, despite increasing computational complexity, matrices that otherwise would exceed the memory-usage limit can be inverted using this technique. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
6. A Modified Precise Integration Method for Long-Time Duration Dynamic Analysis.
- Author
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Huang, Ce and Fu, Minghui
- Subjects
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NUMERICAL integration , *MATRICES (Mathematics) , *OPERATOR theory , *RECURSIVE functions , *ALGORITHMS - Abstract
This paper presents a modified Precise Integration Method (PIM) for long-time duration dynamic analysis. The fundamental solution and loading operator matrices in the first time substep are numerically computed employing a known unconditionally stable method (referred to as original method in this paper). By using efficient recursive algorithms to evaluate these matrices in the first time-step, the same numerical results as those using the original method with small time-step are obtained. The proposed method avoids the need of matrix inversion and numerical quadrature formulae, while the particular solution obtained has the same accuracy as that of the homogeneous solution. Through setting a proper value of the time substep, satisfactory accuracy and numerical dissipation can be achieved. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
7. A recursive method for constructing doubly stochastic matrices and inverse eigenvalue problem.
- Author
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Adeli, Iman, Taheri, Maryam, and Mohseni Moghadam, Mahmoud
- Subjects
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RECURSIVE functions , *STOCHASTIC matrices , *STOCHASTIC processes , *EIGENVALUES , *MATRICES (Mathematics) - Abstract
This article presents a technique for combining two doubly stochastic matrices with known spectra to create a new matrix. As application of this, we obtain a recursive method for constructing doubly stochastic matrices for the inverse eigenvalue problem and find new sufficient conditions for this problem. In addition, we improve the Soules' condition. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
8. Positivity, Grassmannian geometry and simplex-like structures of scattering amplitudes.
- Author
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Rao, Junjie
- Subjects
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GRASSMANN manifolds , *SCATTERING amplitude (Physics) , *MATRICES (Mathematics) , *COMBINATORICS , *RECURSIVE functions - Abstract
This article revisits and elaborates the significant role of positive geometry of momentum twistor Grassmannian for planar $$ \mathcal{N}=4 $$ SYM scattering amplitudes. First we establish the fundamentals of positive Grassmannian geometry for tree amplitudes, including the ubiquitous Plücker coordinates and the representation of reduced Grassmannian geometry. Then we formulate this subject, without making reference to on-shell diagrams and decorated permutations, around these four major facets: 1. Deriving the tree and 1-loop BCFW recursion relations solely from positivity, after introducing the simple building blocks called positive components for a positive matrix. 2. Applying Grassmannian geometry and Plücker coordinates to determine the signs of NMHV homological identities, which interconnect various Yangian invariants. It reveals that most of the signs are in fact the secret incarnation of the simple 6-term NMHV identity. 3. Deriving the stacking positivity relation, which is powerful for parameterizing matrix representatives in terms of positive variables in the d log form. It will be used with the reduced Grassmannian geometry representation to produce the positive matrix of a given geometric configuration, which is an independent approach besides the combinatoric way involving a sequence of BCFW bridges. 4. Introducing an elegant and highly refined formalism of BCFW recursion relation for tree amplitudes, which reveals its two-fold simplex-like structures. First, the BCFW contour in terms of (reduced) Grassmannian geometry representatives is delicately dissected into a triangle-shape sum, as only a small fraction of the sum needs to be explicitly identified. Second, this fraction can be further dissected, according to different growing modes with corresponding growing parameters. The growing modes possess the shapes of solid simplices of various dimensions, with which infinite number of BCFW cells can be entirely captured by the characteristic objects called fully-spanning cells. We find that for a given k, beyond n =4 k+1 there is no more new fully-spanning cell, which signifies the essential termination of the recursive growth of BCFW cells. As n increases beyond the termination point, the BCFW contour simply replicates itself according to the simplex-like patterns, which enables us to master all BCFW cells once for all without actually identifying most of them. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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9. Bordering for spectrally arbitrary sign patterns.
- Author
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Olesky, D.D., van den Driessche, P., and Vander Meulen, K.N.
- Subjects
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SPECTRAL theory , *MATRICES (Mathematics) , *RECURSIVE functions , *NILPOTENT groups , *JACOBIAN matrices - Abstract
We develop a matrix bordering technique that can be applied to an irreducible spectrally arbitrary sign pattern to construct a higher order spectrally arbitrary sign pattern. This technique generalizes a recently developed triangle extension method. We describe recursive constructions of spectrally arbitrary patterns using our bordering technique, and show that a slight variation of this technique can be used to construct inertially arbitrary sign patterns. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
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10. Recursive computation of generalised Zernike polynomials.
- Author
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Area, I., Dimitrov, Dimitar K., and Godoy, E.
- Subjects
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RECURSIVE functions , *ZERNIKE polynomials , *DIFFERENTIAL operators , *MATRICES (Mathematics) , *HERMITE polynomials - Abstract
An algorithmic approach for generating generalised Zernike polynomials by differential operators and connection matrices is proposed. This is done by introducing a new order of generalised Zernike polynomials such that it collects all the polynomials of the same total degree in a column vector. The connection matrices between these column vectors composed by the generalised Zernike polynomials and a family of polynomials generated by a Rodrigues formula are given explicitly. This yields a Rodrigues type formula for the generalised Zernike polynomials themselves with properly defined differential operators. Another consequence of our approach is the fact that the generalised Zernike polynomials obey a rather simple partial differential equation. We recall also how to define Hermite–Zernike polynomials. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
11. Characterizations of matrices with nonzero signed row compound.
- Author
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Ren, Ling-Zhi and Shan, Hai-Ying
- Subjects
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DETERMINANTS (Mathematics) , *ALGEBRAIC spaces , *MATRICES (Mathematics) , *BIPARTITE graphs , *RECURSIVE functions - Abstract
A real square matrix A is called a sign-nonsingular (SNS) matrix if every matrix with the same sign pattern as A is not singular. An m × n matrix A with term rank m is called to have a nonzero signed row compound provided that each square submatrix of order m of A is an SNS-matrix or has an identically zero determinant. As generalizations of SNS-matrices, S ⁎ -matrices, and totally L-matrices, matrices with nonzero signed row compound have a close relationship with matrices with signed null-spaces which are applied to characterize linear systems with signed solutions. In this paper, matrices with nonzero signed row compound are characterized in terms of their signed bipartite graphs. Following these results, characterizations of matrices with signed null-spaces and full row term ranks in terms of their signed bipartite graphs are obtained too. The recursive structure of m × ( m + 2 ) row sign balanced (RSB) maximal ( 0 , 1 , − 1 ) -matrices with nonzero signed row compound (or with signed null-spaces) is also characterized. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
12. Transition matrices characterizing a certain totally discontinuous map of the interval.
- Author
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Bandeira, Luís and Correia Ramos, Carlos
- Subjects
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MATHEMATICAL mappings , *MATRICES (Mathematics) , *DISCONTINUOUS functions , *INTERVAL analysis , *PARTITIONS (Mathematics) , *RECURSIVE functions - Abstract
We study a totally discontinuous interval map defined in [ 0 , 1 ] which is associated to a deformation of the shift map on two symbols 0 − 1 . We define a sequence of transition matrices which characterizes the effect of the interval map on a family of partitions of the interval [ 0 , 1 ] . Recursive algorithms that build the sequence of matrices and their left and right eigenvectors are deduced. Moreover, we compute the Artin zeta function for the interval map. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
13. An Efficient Method to Construct Parity-Check Matrices for Recursively Encoding Spatially Coupled LDPC Codes +.
- Author
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Zhongwei Si, SijieWang, and Junyang Ma
- Subjects
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RECURSIVE functions , *ALGORITHMS , *RECURSION theory , *MATRICES (Mathematics) , *FINITE element method - Abstract
Spatially coupled low-density parity-check (LDPC) codes have attracted considerable attention due to their promising performance. Recursive encoding of the codes with low delay and low complexity has been proposed in the literature but with constraints or restrictions. In this manuscript we propose an efficient method to construct parity-check matrices for recursively encoding spatially coupled LDPC codes with arbitrarily chosen node degrees. A general principle is proposed, which provides feasible and practical guidance for the construction of parity-check matrices. According to the specific structure of the matrix, each parity bit at a coupling position is jointly determined by the information bits at the current position and the encoded bits at former positions. Performance analysis in terms of design rate and density evolution has been presented. It can be observed that, in addition to the feature of recursive encoding, selected code structures constructed by the newly proposed method may lead to better belief-propagation thresholds than the conventional structures. Finite-length simulation results are provided as well, which verify the theoretical analysis. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
14. RECURSIVE CONSTRUCTION OF (J,L) QC LDPC CODES WITH GIRTH 6.
- Author
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GHOLAMI, MOHAMMAD and RAHIMI, ZAHRA
- Subjects
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RECURSIVE functions , *ALGORITHMS , *MATRICES (Mathematics) , *EXPONENTS , *PERMUTATIONS - Abstract
In this paper, a recursive algorithm is presented to generate some exponent matrices which correspond to Tanner graphs with girth at least 6. For a J × L exponent matrix E, the lower bound Q(E) is obtained explicitly such that (J;L) QC LDPC codes with girth at least 6 exist for any circulant permutation matrix (CPM) size m ⩾ Q(E). The results show that the exponent matrices constructed with our recursive algorithm have smaller lower-bound than the ones proposed recently with girth 6. [ABSTRACT FROM AUTHOR]
- Published
- 2016
15. The Lehmer matrix with recursive factorial entries.
- Author
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AKKUS, ILKER
- Subjects
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RECURSIVE functions , *FACTORIALS , *MATRICES (Mathematics) - Abstract
A generalized Lehmer matrix with recursive entries from Kılıç et al. (2010b) is further generalized, introducing three additional parameters and taking recursive factorials instead of a term. Certain formulae are derived for the LU and Cholesky factorizations and their inverses, as well as the determinants. Then we precisely compute the elements of the inverse of the generalized Lehmer matrix. [ABSTRACT FROM AUTHOR]
- Published
- 2015
16. Applications of shuffle product to restricted decomposition formulas for multiple zeta values.
- Author
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Peng Lei, Li Guo, and Biao Ma
- Subjects
- *
MATHEMATICAL decomposition , *ZETA functions , *RECURSIVE functions , *MATHEMATICAL formulas , *STRING theory , *MATRICES (Mathematics) - Abstract
In this paper we obtain a recursive formula for the shuffle product and apply it to derive two restricted decomposition formulas for multiple zeta values (MZVs). The first formula generalizes the decomposition formula of Euler and is similar to the restricted formula of Eie and Wei for MZVs with one strings of 1's. The second formula generalizes the previous results to the product of two MZVs with one and two strings of 1's respectively. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
17. A fast recursive orthogonalization scheme for the Macaulay matrix.
- Author
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Batselier, Kim, Dreesen, Philippe, and De Moor, Bart
- Subjects
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RECURSIVE functions , *ORTHOGONALIZATION , *SCHEMES (Algebraic geometry) , *MATRICES (Mathematics) , *SUBSPACES (Mathematics) , *SINGULAR value decomposition - Abstract
Abstract: In this article we present a fast recursive orthogonalization scheme for two important subspaces of the Macaulay matrix: its row space and null space. It requires a graded monomial ordering and exploits the resulting structure of the Macaulay matrix induced by this graded ordering. The resulting orthogonal basis for the row space will retain a similar structure as the Macaulay matrix and is as a consequence sparse. The computed orthogonal basis for the null space is dense but typically has smaller dimensions. Two alternative implementations for the recursive orthogonalization scheme are presented: one using the singular value decomposition and another using a sparse rank revealing multifrontal QR decomposition. Numerical experiments show the effectiveness of the proposed recursive orthogonalization scheme in both running time and required memory compared to a standard orthogonalization. The sparse multifrontal QR implementation is superior in both total run time and required memory at the cost of being slightly less reliable for determining the numerical rank. [Copyright &y& Elsevier]
- Published
- 2014
- Full Text
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18. Fluctuation studies on the finite interval matrix representations of operator products and their decompositions.
- Author
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Gürvit, Ercan, Baykara, N. A., and Demiralp, Metin
- Subjects
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FLUCTUATIONS (Physics) , *MATHEMATICAL decomposition , *BASIS sets (Quantum mechanics) , *MATRICES (Mathematics) , *OPERATOR theory , *RECURSIVE functions - Abstract
In this work an experimental study on finite dimensional matrix approximations to products of various operators under a basis set orthonormalized on a finite interval is conducted. The elements of the matrices corresponding to the matrix representation of various operators, are calculated based on various term recursive relations. It is shown that higher the values of n, lower the relative marginal change will be obtained from the norm of the difference of the matrix representation of a product of two operators and the product of the matrix representations of the same operators. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
19. Complementary Riordan arrays.
- Author
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Luzón, Ana, Merlini, Donatella, Morón, Manuel A., and Sprugnoli, Renzo
- Subjects
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RECURSIVE functions , *MATRICES (Mathematics) , *GENERALIZATION , *DUALITY theory (Mathematics) , *NUMBER theory , *MATHEMATICAL formulas - Abstract
Abstract: Recently, the concept of the complementary array of a Riordan array (or recursive matrix) has been introduced. Here we generalize the concept and distinguish between dual and complementary arrays. We show a number of properties of these arrays, how they are computed and their relation with inversion. Finally, we use them to find explicit formulas for the elements of many recursive matrices. [Copyright &y& Elsevier]
- Published
- 2014
- Full Text
- View/download PDF
20. Recursive Algorithm for Sliding Walsh Hadamard Transform.
- Author
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Park, Chun-Su
- Subjects
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HADAMARD matrices , *RECURSIVE functions , *ALGORITHMS , *TEMPLATE matching (Digital image processing) , *MATRICES (Mathematics) - Abstract
In this paper, a recursive sliding transform (RST) algorithm is proposed for the fast implementation of the Walsh Hadamard Transform (WHT) on sliding windows. The proposed RST algorithm accelerates the sliding WHT process by recursively reducing the order of WHT. Theoretical analysis shows that the proposed RST algorithm requires only 1.33 additions per sample for each WHT basis vector regardless of the size or dimension of the basis vector. The computational requirement of the proposed RST algorithm is the lowest among existing fast sliding WHT algorithms. [ABSTRACT FROM PUBLISHER]
- Published
- 2014
- Full Text
- View/download PDF
21. Quadratic inverse eigenvalue problem for damped gyroscopic systems.
- Author
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Qian, Jiang and Cheng, Mingsong
- Subjects
- *
QUADRATIC equations , *EIGENVALUES , *RECURSIVE functions , *INVERSE problems , *MATRICES (Mathematics) , *MATHEMATICAL analysis - Abstract
Abstract: In this paper, we discuss the quadratic inverse eigenvalue problem for damped gyroscopic systems, that is, we are to construct a damped gyroscopic second order system having given eigenvalues and associated eigenvectors as its full eigenstructure. Under some mild assumptions, the coefficient matrices are constructed in a recursive process. We also discuss how to obtain a damped gyroscopic system with the leading coefficient matrix being positive definite. [Copyright &y& Elsevier]
- Published
- 2014
- Full Text
- View/download PDF
22. Numerical harmonic modeling of long coupled transmission lines using matrix series theory and recursive approach.
- Author
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Weng, Hua and Xu, Zheng
- Subjects
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MATHEMATICAL models , *COUPLED transmission lines , *HARMONIC analysis (Mathematics) , *MATRICES (Mathematics) , *RECURSIVE functions , *MATHEMATICAL series , *NUMERICAL analysis - Abstract
SUMMARY To improve the efficiency of the harmonic analysis, this paper presents a direct phase-domain harmonic model for long coupled transmission lines, which can take the parameter frequency dependence, the configuration asymmetry, and the untransposition of the line into consideration. The steps of the proposed modeling method are as follows. First, in the direct phase domain and on the basis of the travelling wave equation, the coupled transmission line model was derived in a nodal admittance matrix form. Then the matrix series theory was adopted to realize the numerical calculation of the nodal admittance matrix without relying on the eigenvalue and eigenvector calculations of the propagation matrix. Finally, a recursive approach was proposed to handle the nodal equation of the network containing long transmission lines. Both the accuracy and the efficiency of the proposed approach were verified by comparing with the exact method in which it is necessary to calculate the eigenvalues and eigenvectors of the propagation matrix. The computation time and memory consumption analysis indicates that the proposed approach excels the exact method in saving computation time and memory. It should be emphasized that, by utilizing the recursive approach, the proposed approach is always numerically stable and can also be applied to DC transmission lines. Copyright © 2012 John Wiley & Sons, Ltd. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
23. Derivation of the harmonic oscillator propagator using the Feynman path integral and recursive relations.
- Author
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Kiyoto Hira
- Subjects
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HARMONIC oscillators , *FEYNMAN integrals , *PATH integrals , *QUANTUM mechanics , *RECURSIVE functions , *MATRICES (Mathematics) - Abstract
We present the simplest and most straightforward derivation of the onedimensional harmonic oscillator propagator, using the Feynman path integral and recursive relations. Our calculations have pedagogical benefits for those undergraduate students beginning to learn the path integral in quantum mechanics, in that they can follow its calculations very simply with only elementarymathematical manipulation. Further, our calculations do not require cumbersome matrix algebra. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
- View/download PDF
24. Integral polynomial sequences arising from matrix powers of order 2
- Author
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Cheon, Gi-Sang and Lim, Yongdo
- Subjects
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MATHEMATICAL sequences , *INTEGRALS , *POLYNOMIALS , *MATRICES (Mathematics) , *RECURSIVE functions , *TOPOLOGICAL degree , *INITIAL value problems , *JACOBI polynomials , *HYPERGEOMETRIC functions - Abstract
Abstract: In this paper we study a recursive system of integers ; which is uniquely determined by the initial values . We show under the constant initial dates for all n that the polynomial of degree is (anti) palindromic. Several explicit formulae for via Vandermonde matrix, mirrored -matrix, weighed Delannoy number, Riordan array, hypergeometric function, Jacobi polynomial, and some combinatorial identities are derived. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
25. New results on multivariate polynomial matrix factorizations
- Author
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Liu, Jinwang and Wang, Mingsheng
- Subjects
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MULTIVARIATE analysis , *POLYNOMIALS , *MATRICES (Mathematics) , *FACTORIZATION , *RECURSIVE functions , *ALGORITHMS , *GROBNER bases - Abstract
Abstract: Multivariate (n-D) polynomial matrix factorizations are basic research problems in multidimensional systems and signal processing. In this paper several extensions of the existing results on multivariate matrix factorizations are proved. Moreover, by means of the general theory of multivariate matrix factorizations recently developed, a new proof is given to the bivariate polynomial matrix factorizations. This new approach produces also a recursive algorithm for the actual computation of the general bivariate matrix factorizations, which relies on the algorithm of the Gröbner bases for modules and does not involve calculations over the function fields. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
26. A recursive solution to nonunitary joint diagonalization
- Author
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Zhang, Wei-Tao and Lou, Shun-Tian
- Subjects
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RECURSIVE functions , *LEAST squares , *MATRICES (Mathematics) , *SIGNAL processing , *ONLINE algorithms , *SIMULATION methods & models , *BLIND source separation - Abstract
Abstract: Joint diagonalization of a set of matrices is an essential tool in many signal processing applications. This letter is devoted to seeking a recursive solution to nonunitary joint diagonalization. The proposed algorithm recursively minimizes an exponentially windowed least squares (LS) criterion, leading to a computationally cheaper recursive update rule for joint diagonalization. This merit enables us to develop (block) online algorithm for source separation and other applications. Simulation results on synthetic data and blind separation of real speech signals validate the effectiveness of the proposed algorithm. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
27. Recursive approximation of the dominant eigenspace of an indefinite matrix
- Author
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Mastronardi, Nicola and Van Dooren, Paul
- Subjects
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RECURSIVE functions , *APPROXIMATION theory , *TOPOLOGICAL spaces , *MATRICES (Mathematics) , *MATHEMATICAL decomposition , *ORTHOGONALIZATION , *MATHEMATICAL transformations - Abstract
Abstract: We consider here the problem of tracking the dominant eigenspace of an indefinite matrix by updating recursively a rank approximation of the given matrix. The tracking uses a window of the given matrix, which increases at every step of the algorithm. Therefore, the rank of the approximation increases also, and hence a rank reduction of the approximation is needed to retrieve an approximation of rank . In order to perform the window adaptation and the rank reduction in an efficient manner, we make use of a new anti-triangular decomposition for indefinite matrices. All steps of the algorithm only make use of orthogonal transformations, which guarantees the stability of the intermediate steps. We also show some numerical experiments to illustrate the performance of the tracking algorithm. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
- View/download PDF
28. Matrix decomposition algorithm for calculating reliability of multistate network based on d-minimal cuts.
- Author
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LI Zhen, SUN Xin-li, LEI Jun-niu, JI Guo-xun, and LIU Zhi-yong
- Subjects
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MATRICES (Mathematics) , *MATHEMATICAL decomposition , *ALGORITHMS , *PROBABILITY theory , *RECURSIVE functions - Abstract
A matrix decomposition algorithm was proposed for calculating exact reliability of multistate networks based on d-minimal cuts (d-MCs). This algorithm was more efficient than the inclusion-exclusion algorithm by means of decomposition principle, absorption law and definition of d-minimal cuts matrix and matrix probability. Based on recursive matrix decomposition and reduction, the algorithm obtained exact reliability by recursive matrix probability calculation. Furthermore, the algorithm reduced computational complexity by defining deletion function and dynamically selecting decomposition edge. This algorithm is characterized by clear structure, simple accomplishment and low computational complexity, which has an exponential relationship with the edge amount in the network. [ABSTRACT FROM AUTHOR]
- Published
- 2012
29. Multigrid methods for Toeplitz linear systems with different size reduction.
- Author
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Donatelli, Marco, Serra-Capizzano, Stefano, and Sesana, Debora
- Subjects
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MULTIGRID methods (Numerical analysis) , *SPECTRAL analysis (Phonetics) , *STOCHASTIC convergence , *MATRICES (Mathematics) , *RECURSIVE functions , *MATHEMATICAL models - Abstract
Starting from the spectral analysis of g-circulant matrices, we study the convergence of a multigrid method for circulant and Toeplitz matrices with various size reductions. We assume that the size n of the coefficient matrix is divisible by g≥2 such that at the lower level the system is reduced to one of size n/ g, by employing g-circulant based projectors. We perform a rigorous two-grid convergence analysis in the circulant case and we extend experimentally the results to the Toeplitz setting, by employing structure preserving projectors. The optimality of the two-grid method and of the multigrid method is proved, when the number θ∈ℕ of recursive calls is such that 1< θ< g. The previous analysis is used also to overcome some pathological cases, in which the generating function has zeros located at 'mirror points' and the standard two-grid method with g=2 is not optimal. The numerical experiments show the correctness and applicability of the proposed ideas, both for circulant and Toeplitz matrices. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
30. To solving spectral problems for q-parameter polynomial matrices. II.
- Author
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Kublanovskaya, V. and Khazanov, V.
- Subjects
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SPECTRAL theory , *PARAMETER estimation , *POLYNOMIALS , *MATRICES (Mathematics) , *RECURSIVE functions , *RELATION algebras , *MATHEMATICAL analysis - Abstract
The paper continues the studies of the method of hereditary pencils for computing points of the finite spectrum of a multiparameter polynomial matrix. The method involves induction on the number of parameters and consists of two stages. At the first stage, given the coefficients of a multiparameter matrix, a sequence of (q-k)-parameter polynomial matrices (k = 1,...,q) satisfying certain recursive relations is formed. This sequence is used at the second stage. As the base case, two-parameter matrices and their spectral characteristics, which are computed by applying the method of hereditary pencils, are considered. Algorithms implementing the second stage are suggested and theoretically justified. Bibliography: 4 titles. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
31. On an axiomatic system for the logic of linearly ordered BCI-matrices.
- Author
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Wang, San-min and Pei, Dao-Wu
- Subjects
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AXIOMS , *FUZZY logic , *MATRICES (Mathematics) , *RECURSIVE functions , *INFERENCE (Logic) , *SET theory , *MATHEMATICAL analysis - Abstract
The logic FBCI given by linearly ordered BCI-matrices is known not to be an axiomatic extension of the well-known BCI logic. In this paper we axiomatize FBCI by adding a recursively enumerable set of schemes of inference rules to BCI and show that there is no finite axiomatization for FBCI. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
32. Identities induced by Riordan arrays
- Author
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Luzón, Ana, Merlini, Donatella, Morón, Manuel A., and Sprugnoli, Renzo
- Subjects
- *
FUNCTIONAL identities , *RECURSIVE functions , *MATRICES (Mathematics) , *LAURENT series , *TRIANGULARIZATION (Mathematics) , *COMBINATORICS - Abstract
Abstract: Historically, there exist two versions of the Riordan array concept. The older one (better known as recursive matrix) consists of bi-infinite matrices ( implies ), deals with formal Laurent series and has been mainly used to study algebraic properties of such matrices. The more recent version consists of infinite, lower triangular arrays ( implies ), deals with formal power series and has been used to study combinatorial problems. Here we show that every Riordan array induces two characteristic combinatorial sums in three parameters . These parameters can be specialized and generate an indefinite number of other combinatorial identities which are valid in the bi-infinite realm of recursive matrices. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
- View/download PDF
33. A new algorithm for computing the inverse and the determinant of a Hessenberg matrix
- Author
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Chen, Yue-Hui and Yu, Cheng-Yi
- Subjects
- *
ALGORITHMS , *RECURSIVE functions , *MATRICES (Mathematics) , *INVERSE relationships (Mathematics) , *DETERMINANTS (Mathematics) , *MATHEMATICS - Abstract
Abstract: In this paper, a new recursive symbolic computational Hessenberg matrix algorithm is presented to compute the inverse and the determinant of a Hessenberg matrix. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
34. Block companion Singer cycles, primitive recursive vector sequences, and coprime polynomial pairs over finite fields
- Author
-
Ghorpade, Sudhir R. and Ram, Samrith
- Subjects
- *
RECURSIVE functions , *VECTOR analysis , *MATHEMATICAL sequences , *POLYNOMIALS , *PRIME numbers , *MATRICES (Mathematics) , *FINITE fields , *LOGICAL prediction , *MATHEMATICAL singularities , *ASYMPTOTIC expansions - Abstract
Abstract: We discuss a conjecture concerning the enumeration of nonsingular matrices over a finite field that are block companion and whose order is the maximum possible in the corresponding general linear group. A special case is proved using some recent results on the probability that a pair of polynomials with coefficients in a finite field is coprime. Connection with an older problem of Niederreiter about the number of splitting subspaces of a given dimension are outlined and an asymptotic version of the conjectural formula is established. Some applications to the enumeration of nonsingular Toeplitz matrices of a given size over a finite field are also discussed. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
35. Analysis of scattering from a finite array of circular cylinders using a model of layered cylindrical arrays
- Author
-
Jandieri, Vakhtang and Yasumoto, Kiyotoshi
- Subjects
- *
SCATTERING (Physics) , *MATRICES (Mathematics) , *RECURSIVE functions , *OPTICAL reflection , *LAYER structure (Solids) , *OPTICAL communications - Abstract
Abstract: A semi-analytical approach for a periodic planar array formed by a finite number of circular cylinders is presented using a model of layered cylindrical arrays. The method consists in extracting the reflection and transmission matrices of a cylindrically periodic array of circular cylinders and then obtaining the characteristics of layered structures by using a recursive formula. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
36. Steiner systems S( v, k, k − 1): Components and rank.
- Author
-
Zinoviev, V. and Zinoviev, D.
- Subjects
- *
STEINER systems , *RECURSIVE functions , *AUTOMORPHISMS , *PERMUTATIONS , *MATRICES (Mathematics) , *MATHEMATICAL inequalities - Abstract
For an arbitrary Steiner system S( v, k, t), we introduce the concept of a component as a subset of a system which can be transformed (changed by another subset) without losing the property for the resulting system to be a Steiner system S( v, k, t). Thus, a component allows one to build new Steiner systems with the same parameters as an initial system. For an arbitrary Steiner system S( v, k, k − 1), we provide two recursive construction methods for infinite families of components (for both a fixed and growing k). Examples of such components are considered for Steiner triple systems S( v, 3, 2) and Steiner quadruple systems S( v, 4, 3). For such systems and for a special type of so-called normal components, we find a necessary and sufficient condition for the 2-rank of a system (i.e., its rank over $\mathbb{F}_2$) to grow under switching of a component. It is proved that for k ≥ 5 arbitrary Steiner systems S( v, k, k − 1) and S( v, k, k − 2) have maximum possible 2-ranks. [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
37. Fourier expansion based recursive algorithms for periodic Riccati and Lyapunov matrix differential equations
- Author
-
Peng, Hai-Jun, Wu, Zhi-Gang, and Zhong, Wan-Xie
- Subjects
- *
FOURIER series , *ALGORITHMS , *NUMERICAL solutions to Riccati equation , *LYAPUNOV functions , *NUMERICAL solutions to differential equations , *MATRICES (Mathematics) , *RECURSIVE functions , *PERIODIC functions - Abstract
Abstract: Combining Fourier series expansion with recursive matrix formulas, new reliable algorithms to compute the periodic, non-negative, definite stabilizing solutions of the periodic Riccati and Lyapunov matrix differential equations are proposed in this paper. First, periodic coefficients are expanded in terms of Fourier series to solve the time-varying periodic Riccati differential equation, and the state transition matrix of the associated Hamiltonian system is evaluated precisely with sine and cosine series. By introducing the Riccati transformation method, recursive matrix formulas are derived to solve the periodic Riccati differential equation, which is composed of four blocks of the state transition matrix. Second, two numerical sub-methods for solving Lyapunov differential equations with time-varying periodic coefficients are proposed, both based on Fourier series expansion and the recursive matrix formulas. The former algorithm is a dimension expanding method, and the latter one uses the solutions of the homogeneous periodic Riccati differential equations. Finally, the efficiency and reliability of the proposed algorithms are demonstrated by four numerical examples. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
38. A Generalization of a Class of Matrices: Analytic Inverse and Determinant.
- Author
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Valvi, F. N.
- Subjects
- *
MATRICES (Mathematics) , *NUMERICAL analysis , *ITERATIVE methods (Mathematics) , *RECURSIVE functions , *DETERMINANTS (Mathematics) , *MATHEMATICS , *PERMANENTS (Matrices) - Abstract
The aim of this paper is to present the structure of a class of matrices that enables explicit inverse to be obtained. Starting from an already known class of matrices, we construct a Hadamard product that derives the class under consideration. The latter are defined by 4n - 2 parameters, analytic expressions of which provide the elements of the lower Hessenberg form inverse. Recursion formulae of these expressions reduce the arithmetic operations in evaluating the inverse to O (n²). [ABSTRACT FROM AUTHOR]
- Published
- 2011
- Full Text
- View/download PDF
39. Stability of a class of discrete-time nonlinear recursive observers
- Author
-
Huang, Rui, Patwardhan, Sachin C., and Biegler, Lorenz T.
- Subjects
- *
NONLINEAR systems , *DISCRETE-time systems , *RECURSIVE functions , *ROBUST control , *JACOBIAN matrices , *MATRICES (Mathematics) - Abstract
Abstract: This work provides a framework for nominal and robust stability analysis for a class of discrete-time nonlinear recursive observers (DNRO). Given that the system has linear output mapping, local observability and Jacobian matrices satisfying certain conditions, the nominal and robust stability of the DNRO is defined by the property of estimation error dynamics and is analyzed using Lyapunov theory. Moreover, a simultaneous state and parameter estimation scheme is shown to be Input-to-State Stable (ISS), and adaptively reduce plant-model mismatch on-line. Three design strategies of the DNRO that satisfy the stability results are given as examples, including the widely used extended Kalman filter, extended Luenberger observer, and the fixed gain observer. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
40. On a recursive class of plateaued Boolean functions.
- Author
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Logachev, A. O.
- Subjects
- *
BOOLEAN algebra , *RECURSIVE functions , *MATRICES (Mathematics) , *VECTOR spaces , *FINITE fields , *NONLINEAR integral equations , *POLYNOMIALS , *EQUIVALENCE classes (Set theory) - Abstract
We investigate properties of a class of plateaued Boolean functions with support of the spectrum defined by a recursive class of matrices. For such supports of the spectrum, we find a precise number of functions with a given support. We also show that the set of these functions is the equivalence class of a function with this support of spectrum with respect to the group of shifts. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
41. A recursive algorithm for constructing complicated Dixon matrices
- Author
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Fu, Hongguang, Wang, Ying, Zhao, Shizhong, and Wang, Qingxian
- Subjects
- *
RECURSIVE functions , *MATRICES (Mathematics) , *DETERMINANTS (Mathematics) , *MATHEMATICAL variables , *DYNAMIC programming , *MATHEMATICAL analysis - Abstract
Abstract: Whether the determinant of the Dixon matrix equals zero or not is used for determining if a system of n +1 polynomial equations in n variables has a common root, and is a very efficient quantifier elimination approach too. But for a complicated polynomial system, it is not easy to construct the Dixon matrix. In this paper, a recursive algorithm to construct the Dixon matrix is proposed by which some problems that cannot be tackled by other methods can be solved on the same computer platform. A dynamic programming algorithm based on the recursive formula is developed and compared for speed and efficiency to the recursive algorithm. [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
- View/download PDF
42. Paley partial difference sets in groups of order and for any odd
- Author
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Polhill, John
- Subjects
- *
DIFFERENCE sets , *RECURSIVE functions , *GRAPH theory , *GROUP theory , *PRIME numbers , *MATRICES (Mathematics) - Abstract
Abstract: A partial difference set with parameters is said to be of Paley type. In this paper, we give a recursive theorem that for all odd constructs Paley partial difference sets in certain groups of order and . We are also able to construct Paley–Hadamard difference sets of the Stanton–Sprott family in groups of order when is a prime power and when is a prime power. Many of these are new parameters for such difference sets, and also give new Hadamard designs and matrices. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
43. Numerical solution of hypersingular equation using recursive wavelet on invariant set
- Author
-
Zhou, Yue-Ting, Li, Jin, Yu, De-Hao, and Lee, Kang Yong
- Subjects
- *
COLLOCATION methods , *NUMERICAL solutions to differential equations , *RECURSIVE functions , *INTEGRAL equations , *MATRICES (Mathematics) , *STOCHASTIC convergence , *CHEBYSHEV systems - Abstract
Abstract: In this paper, we construct the Chebyshev recursive wavelets on a unit interval of the first kind, the second kind and their corresponding weight functions. We apply wavelet collocation method to solve the natural boundary integral equation of the harmonic equation on the lower half-plane numerically. It is convenient and accurate to generate the stiffness matrix. Two numerical examples are presented. It is shown that the stiffness matrix is highly sparse when the order of the stiffness matrix becomes large. Current method allows choosing an appropriate weight function to increase the convergence rate and accuracy of the numerical results. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
44. Infinite eigenvalue assignment in descriptor systems via state feedback.
- Author
-
Zhang, Biao
- Subjects
- *
EIGENVALUES , *FEEDBACK control systems , *RECURSIVE functions , *EIGENVECTORS , *SINGULAR value decomposition , *MATRICES (Mathematics) - Abstract
The problem of infinite eigenvalue assignment in the descriptor system [image omitted] via state feedback control u = Kx is considered. The problem is related to a group of recursive equations. By proposing a general complete parametric solution to this group of recursive equations, a general complete parametric approach is presented for the proposed infinite eigenvalue assignment problem. General parametric forms of the closed-loop eigenvectors and the feedback gain matrix are given in terms of certain parameter vectors which represent the design degrees of freedom. The approach involves mainly a singular value decomposition of the matrix E and a singular value decomposition of a lower dimension matrix, and thus is very simple and requires less computational work. Moreover, it overcomes the defects of some previous works. An example is given to illustrate the effect of the approach. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
45. Periodicity and boundedness for the integer solutions to a minimum-delay difference equation.
- Author
-
Berenhaut, Kenneth S. and Guy, Richard T.
- Subjects
- *
DIFFERENCE equations , *RECURSIVE functions , *MATRICES (Mathematics) , *NUMERICAL analysis , *MATHEMATICAL variables - Abstract
In this paper, we study periodicity and boundedness for the integer solutions to a minimum-delay difference equations. As an application, a recent theorem regarding absolute-difference equations is extended. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
46. About the generalized LM-inverse and the weighted Moore–Penrose inverse
- Author
-
Tasić, Milan B., Stanimirović, Predrag S., and Pepić, Selver H.
- Subjects
- *
RECURSIVE functions , *GENERALIZED inverses of linear operators , *PARTITIONS (Mathematics) , *MATRICES (Mathematics) , *ALGORITHMS , *STOCHASTIC processes - Abstract
Abstract: The recursive method for computing the generalized LM-inverse of a constant rectangular matrix augmented by a column vector is proposed in Udwadia and Phohomsiri (2007) . The corresponding algorithm for the sequential determination of the generalized LM-inverse is established in the present paper. We prove that the introduced algorithm for computing the generalized LM-inverse and the algorithm for the computation of the weighted Moore–Penrose inverse developed by Wang and Chen (1986) in are equivalent algorithms. Both of the algorithms are implemented in the present paper using the package MATHEMATICA. Several rational test matrices and randomly generated constant matrices are tested and the CPU time is compared and discussed. [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
- View/download PDF
47. The number of harmonic frames of prime order
- Author
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Hirn, Matthew
- Subjects
- *
HARMONIC functions , *PRIME numbers , *RECURSIVE functions , *SYMMETRY groups , *MATRICES (Mathematics) , *MATHEMATICAL analysis - Abstract
Abstract: Harmonic frames of prime order are investigated. The primary focus is the enumeration of inequivalent harmonic frames, with the exact number given by a recursive formula. The key to this result is a one-to-one correspondence developed between inequivalent harmonic frames and the orbits of a particular set. Secondarily, the symmetry group of prime order harmonic frames is shown to contain a subgroup consisting of a diagonal matrix as well as a permutation matrix, each of which is dependent on the particular harmonic frame in question. [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
- View/download PDF
48. Symbolic algorithm for inverting cyclic pentadiagonal matrices recursively — Derivation and implementation
- Author
-
El-Mikkawy, Moawwad and Rahmo, El-Desouky
- Subjects
- *
ALGORITHMS , *MATRICES (Mathematics) , *RECURSIVE functions , *PARALLEL computers , *FACTORIZATION , *MATRIX inversion - Abstract
Abstract: In this paper, by using parallel computing along with recursion, we describe a reliable symbolic computational algorithm for inverting cyclic pentadiagonal matrices. The algorithm is implemented in MAPLE. Two other symbolic algorithms are developed and the computational costs for all algorithms are given. An example is presented for the sake of illustration. [Copyright &y& Elsevier]
- Published
- 2010
- Full Text
- View/download PDF
49. Enumerating (Multiplex) Juggling Sequences.
- Author
-
Butler, Steve and Graham, Ron
- Subjects
- *
JUGGLING , *RECURSION theory , *RECURSIVE functions , *MATRICES (Mathematics) , *COMBINATORICS - Abstract
We consider the problem of enumerating periodic σ-juggling sequences of length n for multiplex juggling, where σ is the initial state (or landing schedule) of the balls. We first show that this problem is equivalent to choosing 1’s in a specified matrix to guarantee certain column and row sums, and then using this matrix, derive a recursion. This work is a generalization of earlier work of Chung and Graham. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
50. The spectrum of ( gυ, g, 3, λ)-dDF in Zgυ.
- Author
-
Xiao Miao Wang and Yan Xun Chang
- Subjects
- *
MATRICES (Mathematics) , *ALGEBRA , *RECURSIVE functions , *ALGORITHMS , *NUMBER theory - Abstract
In this paper, several recursive constructions for directed difference family and perfect directed difference family are presented by means of difference matrix and incomplete difference matrix. Finally the necessary and sufficient conditions for the existence of a ( gυ, g, 3, λ)-directed difference family in Z gυ are established. As a consequence, the necessary and sufficient conditions for the existence of a cyclic directed group divisible design with block size three and type g υ are obtained. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
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