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    Data envelopment analysis based comparison of two hybrid multi-criteria decision-making approaches for mobile phone selection: a case study in Iranian telecommunication environment

    , Article International Journal of Information and Decision Sciences ; Volume 1, Issue 2 , 2008 , Pages 194-220 ; 17567017 (ISSN) Mahdavi, I ; Fazlollahtabar, H ; Mozaffari, E ; Heidari, M ; Mahdavi Amiri, N ; Sharif University of Technology
    2008
    Abstract
    The arrival of the mobile phone and its rapid and widespread growth may well be seen as one of the most significant developments in the fields of communication and information technology over the past two decades. The aim of this study is to compare two hybrid multi-criteria decision-making (MCDM) approaches to evaluate the mobile phone options with respect to user’s preferences. Firstly, we identify the most desirable features influencing the choice of a mobile phone. This is realised through a survey conducted among the target group, the experiences of the telecommunication sector experts and the studies in the literature. Secondly, two MCDM methods are used in the evaluation procedure.... 

    Designing a dynamic buyer-supplier coordination model in electronic markets using stochastic petri nets

    , Article International Journal of Information Systems and Supply Chain Management ; Volume 1, Issue 3 , 2008 , Pages 1-20 ; 19355726 (ISSN) Mahdavi, I ; Mohebbi, S ; Cho, N ; Paydar, M. M ; Mahdavi Amiri, N ; Sharif University of Technology
    2008
    Abstract
    Functional relationship between supplier and buyer in an open market place leads to investigate the role of both quantifiable and non-quantifiable parameters in coordination mechanism with the aim of achieving higher performance in supply chain activities. Here, we develop a supply chain model and a new agent to analyze and simulate the players' behavior in the network. A cooperative game theory framework is utilized between buyer and supplier in order to increase the supply chain performance. The study is supported by presenting SC Net Optimizer as a tool for implementing the proposed coordination mechanism and evaluates the performance of the chain by simulation using stochastic Petri nets... 

    Characterizing the multiplicative group of a real closed field in terms of its divisible maximal subgroup

    , Article Bulletin of the Iranian Mathematical Society ; Volume 35, Issue 1 , 2009 , Pages 175-178 ; 10186301 (ISSN) Mahdavi Hezavehi, M ; Sharif University of Technology
    2009
    Abstract
    Let F be a field and M be a maximal subgroup of the multiplicative group F* = F {0} of index p. It is proved that if M is divisible, then Br(F)p ≠ 0 if and only if p = 2 and F is Euclidean. Furthermore, it is shown that in this case F* contains a divisible maximal subgroup if and only if F* is isomorphic to the multiplicative group of a real closed field. © 2009 Iranian Mathematical Society  

    Maximal subgroups of skew linear groups

    , Article Algebra Colloquium ; Volume 9, Issue 1 , 2002 , Pages 1-6 ; 10053867 (ISSN) Mahdavi Hezavehi, M ; Sharif University of Technology
    2002
    Abstract
    Let D be an infinite division algebra of finite dimension over its centre Z(D) = F, and n a positive integer. The structure of maximal subgroups of skew linear groups are investigated. In particular, assume N is a normal subgroup of GLn(D) and M is a maximal subgroup of N containing Z(N). It is shown that if M/Z(N) is finite, then N is central. © Inst. Math. CAS 2002  

    Tits alternative for maximal subgroups of GLn (D)

    , Article Journal of Algebra ; Volume 271, Issue 2 , 2004 , Pages 518-528 ; 00218693 (ISSN) Mahdavi Hezavehi, M ; Sharif University of Technology
    Academic Press Inc  2004
    Abstract
    Let D be a noncommutative division algebra of finite dimension over its centre F. Given a maximal subgroup M of GLn (D) with n ≥ 1, it is proved that either M contains a noncyclic free subgroup or there exists a finite family {Ki}1r of fields properly containing F with Ki* ⊂ M for all 1 ≤ i ≤ r such that M/A is finite if Char F = 0 and M/A is locally finite if Char F = p > 0, where A = K1* x ⋯ x Kr*. © 2004 Elsevier Inc. All rights reserved  

    Free subgroups in maximal subgroups of GL1(D)

    , Article Journal of Algebra ; Volume 241, Issue 2 , 2001 , Pages 720-730 ; 00218693 (ISSN) Mahdavi Hezavehi, M ; Sharif University of Technology
    2001
    Abstract
    Let D be a division algebra of finite dimension over its center F. Given a noncommutative maximal subgroup M of D*:= GL1(D), it is proved that either M contains a noncyclic free subgroup or there exists a maximal subfield K of D which is Galois over F such that K* is normal in M and M/K*≅Gal(K/F). Using this result, it is shown in particular that if D is a noncrossed product division algebra, then M does not satisfy any group identity. © 2001 Academic Press  

    An optimal natural-gas network using minimum spanning tree

    , Article 40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010, 25 July 2010 through 28 July 2010 ; July , 2010 ; 9781424472956 (ISBN) Mahdavi, I ; Mohajeri, A ; Arabmaghsudi, M ; Yahyanejad, M. H ; Taghipourian, F ; Mahdavi Amiri, N ; Sharif University of Technology
    2010
    Abstract
    We consider the design of an optimal natural-gas network. Our proposed network contains two echelons, Town Broad Stations (TBSs), and consumers (demand zones). Here, our aim is a two-stage cost minimization. We first determine locations of the TBS so that the location-allocation cost is minimized. Then, we show how to distribute the flow of gas among the TBS minimizing the flow cost by using Minimum Spanning Tree (MST). A case study in Mazandaran Gas Company in Iran is made to assess the validity and effectiveness of our proposed model  

    Ultra high-throughput architectures for hard-output MIMO detectors in the complex domain

    , Article Midwest Symposium on Circuits and Systems, 7 August 2011 through 10 August 2011l ; August , 2011 ; 15483746 (ISSN) ; 9781612848570 (ISBN) Mahdavi, M ; Shabany, M ; Sharif University of Technology
    2011
    Abstract
    In this paper, a novel hard-output detection algorithm for the complex multiple-input multiple-output (MIMO) detectors is proposed, which results in a significant throughput enhancement, a near-ML performance, and an SNR-independent fixed-throughput. Moreover, a high-throughput VLSI implementation is proposed, which is based on a novel method of the node generation and sorting scheme. The proposed design achieves the throughput of 10Gbps in a 0.13 μ CMOS process, which is the highest throughput reported in the literature for both the real and the complex domains. Synthesis results in 90nm CMOS also show that the proposed scheme can achieve the throughput of up to 15Gbps. Moreover, the FPGA... 

    Novel MIMO detection algorithm for high-order constellations in the complex domain

    , Article IEEE Transactions on Very Large Scale Integration (VLSI) Systems ; Volume 21, Issue 5 , 2013 , Pages 834-847 ; 10638210 (ISSN) Mahdavi, M ; Shabany, M ; Sharif University of Technology
    2013
    Abstract
    A novel detection algorithm with an efficient VLSI architecture featuring efficient operation over infinite complex lattices is proposed. The proposed design results in the highest throughput, the lowest latency, and the lowest energy compared to the complex-domain VLSI implementations to date. The main innovations are a novel complex-domain means of expanding/visiting the intermediate nodes of the search tree on demand, rather than exhaustively, as well as a new distributed sorting scheme to keep track of the best candidates at each search phase. Its support of unbounded infinite lattice decoding distinguishes the present method from previous K-Best strategies and also allows its complexity... 

    Reliability Improvement in Network on Chips against Crosstalk Fault Considering Five-Wire Latency Model

    , M.Sc. Thesis Sharif University of Technology Mahdavi, Zeinab (Author) ; Miremadi, Ghasem (Supervisor)
    Abstract
    One of the major challenges that threat the reliability of NoC-based systems is Crosstalk fault. Some effects of crosstalk fault such as Rising/falling delays and rising/falling speed-ups lead to the variations in channel delay, incorrect data transmission, and extra power consumption in NoC communication channels. Crosstalk fault is data dependent and the intensity of this fault seriously depends on the transition patterns appearing on the wire during the data traversal between processing elements. Most of mechanisms tackling crosstalk fault that are discussed in literature are based on 3-wire delay model. In 3-wire delay model, one wire is considered as victim wire and classification of... 

    Harmony K-means algorithm for document clustering

    , Article Data Mining and Knowledge Discovery ; Volume 18, Issue 3 , 2009 , Pages 370-391 ; 13845810 (ISSN) Mahdavi, M ; Abolhassani, H ; Sharif University of Technology
    2009
    Abstract
    Fast and high quality document clustering is a crucial task in organizing information, search engine results, enhancing web crawling, and information retrieval or filtering. Recent studies have shown that the most commonly used partition-based clustering algorithm, the K-means algorithm, is more suitable for large datasets. However, the K-means algorithm can generate a local optimal solution. In this paper we propose a novel Harmony K-means Algorithm (HKA) that deals with document clustering based on Harmony Search (HS) optimization method. It is proved by means of finite Markov chain theory that the HKA converges to the global optimum. To demonstrate the effectiveness and speed of HKA, we... 

    Solving NP-complete problems by harmony search

    , Article Studies in Computational Intelligence ; Volume 191 , 2009 , Pages 53-70 ; 1860949X (ISSN) ; 9783642001840 (ISBN) Mahdavi, M ; Geem Z.W ; Sharif University of Technology
    2009
    Abstract
    In the last few years, there has been explosive growth in the application of Harmony Search (HS) in solving NP-complete problems in computer science. The success of the HS algorithm in finding relatively good solutions to these problems discriminates it as an affirmative alternative to other conventional optimization techniques. This chapter surveys the existing literature on the application of HS in combinatorial optimization problems. We begin by presenting HS based algorithms for solving problems such as Sudoku puzzle, music composition, orienteering problem, and vehicle routing. We then turn to solve a multicast routing problem with two constraints (i.e. bandwidth and delay constraints).... 

    A 13 Gbps, 0.13 μm CMOS, multiplication-free MIMO detector

    , Article Journal of Signal Processing Systems ; Volume 88, Issue 3 , 2017 , Pages 273-285 ; 19398018 (ISSN) Mahdavi, M ; Shabany, M ; Sharif University of Technology
    2017
    Abstract
    A novel ultra high-throughput detection algorithm with an efficient VLSI architecture for high-order MIMO detectors in the complex constellations is proposed. The main contributions include a new method for the node generation in complex-domain, pipelinable sorters, and a simple combinational circuit instead of the conventional multipliers, which makes the proposed architecture multiplication-free. The proposed design achieves an SNR-independent throughput of 13.3 Gbps at the clock frequency of 556 MHz in a 0.13 μm CMOS technology with a near ML performance. The implemented design consumes 90 pJ per detected bit with the initial latency of 0.3 μs. Also, the synthesis results in a 90 nm CMOS... 

    Fabrication and Characterization of Cu2SnS3 and Cu2ZnSnS(e)4 Absorber Layers by Spray Pyrolysis Method

    , M.Sc. Thesis Sharif University of Technology Gharabeiki, Sevan (Author) ; Mahdavi, Mohammad (Supervisor)
    Abstract
    The Cu2ZnSnS(e)4 (CZTS(e)) quaternary and Cu2SnS3 (CTS) ternary componds with suitable optical and electrical properties have been considered as an emerging semiconductors for fabrication of thin-fim solar cells. So far, two technologies based on CdTe and CuInGaS(e)2 absorbers have achived efficiencies above 20%. However, these compounds contain toxic element Cd and rare elements such as In and Ga which, limited the development of these solar cells.In this research a 3-stage method was used for fabrication of CZTS(e) thin Films. In the first stage, CTS layers were deposited by spray pyrolysis method, in the second one, ZnS layers were also deposited on CTS layers by spray pyrolysis method... 

    Hebrid Generative Models of Social Networks

    , M.Sc. Thesis Sharif University of Technology Mahdavi, Hamed (Author) ; Beigy, Hamid (Supervisor)
    Abstract
    With the advent of graph neural network networks, a new class of models has emerged that has a high ability to learn powerful representations. Also, there have been popular probabilistic latent variable models for representation learning and solving graph problems. Graph neural networks do not necessarily provide meaningful representation in their hidden layers and also do not have the ability to estimate uncertainty. Learning probabilistic models is usually a slow process and there is no specific way to add general features to these models. Therefore, recently, a combination of neural network models and probabilistic network models have been developed that can partially answer these... 

    A fast enhanced algorithm of PRI transform

    , Article Proceedings - 6th International Symposium on Parallel Computing in Electrical Engineering, PARELEC 2011, 4 April 2011 through 5 April 2011 ; April , 2011 , Pages 179-184 ; 9780769543970 (ISBN) Mahdavi, A ; Pezeshk, A. M ; Sharif University of Technology
    2011
    Abstract
    The problem of estimating pulse repetition interval (PRI) of an interleaved pulse train which consist of several independent radar signals, is the main issue of signal processing in electronic support systems. PRI Transform algorithm is one of the well known and effective methods of PRI detection which is capable of detecting several close jittered signals and surpassing subharmonics, but have some drawbacks especially because of small PRI dynamic range and heavy computations. In this paper a modified PRI transform is introduced which manage wide range of PRIs simultaneously, and speed up the algorithm by significantly reducing the computations. Moreover an efficient threshold is set for... 

    A Criterion for the Triviality of G(D) and Its Applications to the Multiplicative Structure of D

    , Article Communications in Algebra ; Volume 40, Issue 7 , 2012 , Pages 2645-2670 ; 00927872 (ISSN) Mahdavi Hezavehi, M ; Motiee, M ; Sharif University of Technology
    2012
    Abstract
    Let D be an F-central division algebra of index n. Here we present a criterion for the triviality of the group G(D) = D*/Nrd D/F(D*)D′ and thus generalizing various related results published recently. To be more precise, it is shown that G(D) = 1 if and only if SK 1(D) = 1 and F *2 = F *2n. Using this, we investigate the role of some particular subgroups of D* in the algebraic structure of D. In this direction, it is proved that a division algebra D of prime index is a symbol algebra if and only if D* contains a non-abelian nilpotent subgroup. More applications of this criterion including the computation of G(D) and the structure of maximal subgroups of D* are also investigated  

    Division Algebras with Radicable Multiplicative Groups

    , Article Communications in Algebra ; Volume 39, Issue 11 , 2011 , Pages 4084-4096 ; 00927872 (ISSN) Mahdavi Hezavehi, M ; Motiee, M ; Sharif University of Technology
    2011
    Abstract
    Given a divisible finite field extension K/F, the structure of Br(F), the Brauer group of F, is investigated. It is shown that, if F is indivisible, then Br(F) ≅ ℤ 2, which generalizes the Frobenius Theorem. As a consequence, when F is indivisible, the class of all finite dimensional non-commutative F-central division algebras D having radicable multiplicative groups D* is determined. In fact, it is proved that the following statements are equivalent: (1) D is radicable, (2) D contains a divisible subfield K/F, and (3) D is the ordinary quaternion division algebra and F(√-1) is divisible  

    An Effective Nonsmooth Optimization Algorithm for Locally Lipschitz Functions

    , Article Journal of Optimization Theory and Applications ; Volume 155, Issue 1 , 2012 , Pages 180-195 ; 00223239 (ISSN) Mahdavi Amiri, N ; Yousefpour, R ; Sharif University of Technology
    2012
    Abstract
    To construct an effective minimization algorithm for locally Lipschitz functions, we show how to compute a descent direction satisfying Armijo's condition. We present a finitely terminating algorithm to construct an approximating set for the Goldstein subdifferential leading to the desired descent direction. Using this direction, we propose a minimization algorithm for locally Lipschitz functions and prove its convergence. Finally, we implement our algorithm with matrix laboratory (MATLAB) codes and report our testing results. The comparative numerical results attest to the efficiency of the proposed algorithm  

    An effective optimization algorithm for locally nonconvex lipschitz functions based on mollifier subgradients

    , Article Bulletin of the Iranian Mathematical Society ; Volume 37, Issue 1 , 2011 , Pages 171-198 ; 10186301 (ISSN) Mahdavi Amiri, N ; Yousefpour, R ; Sharif University of Technology
    2011
    Abstract
    We present an effective algorithm for minimization of locally nonconvex Lipschitz functions based on mollifier functions approximating the Clarke generalized gradient. To this aim, first we approximate the Clarke generalized gradient by mollifier subgradients. To construct this approximation, we use a set of averaged functions gradients. Then, we show that the convex hull of this set serves as a good approximation for the Clarke generalized gradient. Using this approximation of the Clarke generalized gradient, we establish an algorithm for minimization of locally Lipschitz functions. Based on mollifier subgradient approximation, we propose a dynamic algorithm for finding a direction...