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Systematic Alias Sampling

In this article, we combine the Alias method with the concept of systematic sampling, a method commonly used in particle filters for efficient low-variance resampling. The proposed method allows very fast sampling from a discrete distribution: drawing k samples is up to an order of magnitude faster than binary search from the cumulative... (more)

Parallel Memory-Efficient Adaptive Mesh Refinement on Structured Triangular Meshes with Billions of Grid Cells

We present sam(oa)2, a software package for a dynamically adaptive, parallel solution of 2D partial... (more)

IEEE754 Precision-k base-β Arithmetic Inherited by Precision-m Base-β Arithmetic for k < m

Suppose an m-digit floating-point arithmetic in base β ≥ 2 following the IEEE754 arithmetic... (more)

GPU-Accelerated Generation of Correctly Rounded Elementary Functions

The IEEE 754-2008 standard recommends the correct rounding of some elementary functions. This requires solving the Table Maker’s Dilemma (TMD),... (more)

An Efficient Representation Format for Fuzzy Intervals Based on Symmetric Membership Functions

This article addresses the execution cost of arithmetic operations with a focus on fuzzy arithmetic.... (more)

Algorithm 968

In this article, an adaptive Runge-Kutta code, based on the DOPRI5(4) pair for solving initial value problems (IVPs) for differential systems with piecewise smooth solutions (PWS) is presented and the algorithms used in the code are described. The code automatically detects and locates accurately the switching points of the PWS, restarting the... (more)

Algorithm 969

An algorithm for computing the incomplete gamma function γ*(a, z) for real values of the parameter a and negative real values of the argument z is presented. The algorithm combines the use of series expansions, Poincaré-type expansions, uniform asymptotic expansions, and recurrence relations, depending on the parameter region. A... (more)

NEWS

New ACM TOMS Editor-in-Chief

We are pleased to announce that, as from March 1st 2017, Daniel KressnerHead of the Numerical Algorithms and High Performance Computing Chair at EPFL, will be the new Editor-in-Chief of ACM TOMS.

The ACM TOMS Replicated Computational Results (RCR) Initiative.

ACM TOMS has introduced a new initiative to optionally review the computationals results of a TOMS submission. This new effort is intended to assist in improving the quality of scientific publication for TOMS and for the computational science community as a whole. Manuscripts that successfully complete the RCR Review process receive the RCR designation when published. If you are interested in participating in this initiative, either as an author or reviewer, please contact the TOMS Editor-in-Chief. Details of the TOMS RCR Initiative are available here.


New options for ACM authors to manage rights and permissions for their work

ACM introduces a new publishing license agreement, an updated copyright transfer agreement, and a new author-pays option which allows for perpetual open access through the ACM Digital Library. For more information, visit the ACM Author Rights webpage.

 

Forthcoming Articles
Certified Roundoff Error Bounds Using Semidefinite Programming

Roundoff errors cannot be avoided when implementing numerical programs with finite precision. The ability to reason about rounding is especially important if one wants to explore a range of potential representations, for instance for FPGAs. This problem becomes challenging when the program does not employ solely linear operations as non-linearities are inherent to many interesting computational problems in real-world applications. Existing solutions to reasoning are limited in the presence of nonlinear correlations between variables, leading to imprecise bounds or high analysis time. Furthermore, while it is easy to implement a straightforward method such as interval arithmetic, sophisticated techniques are less straightforward to implement in a formal setting. Thus there is a need for methods which output certificates that can be formally validated inside a proof assistant. We present a framework to provide upper bounds on absolute roundoff errors. This framework is based on optimization techniques employing sums of squares certificates, which can be formally checked inside the Coq theorem prover. We illustrate the efficiency and precision of this tool on non-trivial programs coming from biology, optimization and space control. Our tool produces more precise error bounds for 30% of all programs and yields better performance in 43% of all programs.

Optimizing the NIST Statistical Test Suite and the Berlekamp-Massey algorithm

The NIST Statistical Test Suite is one of the most popular tools for randomness analysis. This test battery is widely used but its implementation is quite inefficient. Complete randomness analysis using the NIST STS can take hours on a standard computer when the tested data volume is in the order of GBs. We improved the most time consuming tests (Spectral, Linear complexity) of the previous most efficient implementation of the NIST STS. We also optimised other tests and achieved minimal overall speed-up 38.5x compared to the NIST STS reference implementation. This means that 20 MB of data can be tested within a minute using our new optimised version of the NIST STS. To speed up the Linear complexity test, we proposed a new version of the Berlekamp-Massey algorithm computing just the linear complexity of a sequence. This new variant does not construct a linear feedback shift register and it is about 1.5 times faster than the standard version of the Berlekamp-Massey algorithm.

BiqCrunch: a semidefinite branch-and-bound method for solving binary quadratic problems

This paper presents BiqCrunch, an exact solver for binary quadratic optimization problems. BiqCrunch is a branch-and-bound method that uses an original, efficient semidefinite-optimization-based bounding procedure. It has been successfully tested on a variety of well-known combinatorial optimization problems, such as Max-Cut, Max-k-Cluster, and Max-Independent-Set. The code is publicly available online; a web interface and many conversion tools are also provided.

Chopping a Chebyshev series

Chebfun and related software projects for numerical computing with functions are based on the idea that at each step of a computation, a function $f(x)$ defined on an interval $[a,b]$ is ``rounded'' to a prescribed precision by constructing a Chebyshev series and chopping it at an appropriate point. Designing a chopping algorithm with the right properties proves to be a surprisingly complex and interesting problem. We describe the chopping algorithm introduced in Chebfun Version 5.3 in 2015 after many years of discussion and the considerations that led to this design.

Algorithm xxx: an implementation of a randomized algorithm for principal component analysis

Recent years have witnessed intense development of randomized methods for low-rank approximation. These methods target principal component analysis (PCA) and the calculation of truncated singular value decompositions (SVD). The present paper presents an essentially black-box, fool-proof implementation for Mathworks MATLAB, a popular software platform for numerical computation. As illustrated via several tests, the randomized algorithms for low-rank approximation outperform or at least match the classical techniques (such as Lanczos iterations) in basically all respects: accuracy, computational efficiency (both speed and memory usage), ease-of-use, parallelizability, and reliability. However, the classical procedures remain the methods of choice for estimating spectral norms, and are far superior for calculating the least singular values and corresponding singular vectors (or singular subspaces).

Algorithmic differentiation of code with multiple context-specific activities

An approach to generate derivative code specifically for the activity of each calling context is presented. The method enables better detection and elimination of unused computations, resulting in performance improvements of the gen- erated code, in both forward and reverse algorithmic differentiation (AD). The implications of this multi-activity AD approach on the static analysis of an AD tool is shown using data flow equations. The worst-case cost of multi-activity AD on the differentiation process is shown and practical remedies to avoid running into this worst-case are presented. The method was implemented in the AD tool Tapenade, and we present its application to a 3D unstructured compress- ible flow solver, for which we generate an adjoint solver which performs significantly faster when multi-activity AD is used.

\texttt{PSelInv}--A Distributed Memory Parallel Algorithm for Selected Inversion : the Symmetric Case

We describe an efficient parallel implementation of the selected inversion algorithm for distributed memory computer systems, which we call \texttt{PSelInv}. The \texttt{PSelInv} method computes selected elements of a general sparse matrix $A$ that can be decomposed as $A = LU$, where $L$ is lower triangular and $U$ is upper triangular. The implementation described in this paper focuses on the case of sparse symmetric matrices. It contains an interface that is compatible with the distributed memory parallel sparse direct factorization \texttt{SuperLU\_DIST}. However, the underlying data structure and design of \texttt{PSelInv} allows it to be easily combined with other factorization routines such as \texttt{PARDISO}. We discuss general parallelization strategies such as data and task distribution schemes. In particular, we describe how to exploit the concurrency exposed by the elimination tree associated with the $LU$ factorization of $A$. We demonstrate the efficiency and accuracy of \texttt{PSelInv} by presenting a number of numerical experiments. In particular, we show that \texttt{PSelInv} can run efficiently on more than $4,000$ cores for a modestly sized matrix. We also demonstrate how \texttt{PSelInv} can be used to accelerate large-scale electronic structure calculations.

Sparse Matrix-Vector Multiplication on GPGPUs

Remark on Algorithm 936: A Fortran Message Processor

The Fortran output routine messy enables debugging and error message processing strategies in the design of numerical and mathematical software. It supports separate output from different processes in a parallel computing environment.

Parallel minimum norm solution of sparse block diagonal column overlapped underdetermined systems

Underdetermined systems of equations in which the minimum norm solution needs to be computed arise in many applications such as geophysics, signal processing, and biomedical engineering. In this paper we introduce a new parallel algorithm for obtaining the minimum 2-norm solution of an underdetermined system of equations. The proposed algorithm is based on the Balance scheme which was originally developed for the parallel solution of banded linear systems. The proposed scheme assumes a generalized banded form where the coefcient matrix has column overlapped block structure in which the blocks could be dense or sparse. In this paper, we implement the more general sparse case. The blocks can be handled independently by any existing sequential or parallel QR factorization library. A smaller reduced system is formed and solved before obtaining the minimum norm solution of the original system in parallel. We experimentally compare and conrm the error bound of the proposed method against the QR factorization based techniques by using true single precision arithmetic. We implement the proposed algorithm using the message passing paradigm. We demonstrate numerical effectiveness as well as parallel scalability of our proposed algorithm on both shared and distributed memory architectures.

Firedrake: automating the finite element method by composing abstractions

Firedrake is a new tool for automating the numerical solution of partial differential equations. Firedrake adopts the domain-specific language for the finite element method of the FEniCS project, but with a pure Python runtime-only implementation centred on the composition of several existing and new abstractions for particular aspects of scientific computing. The result is a more complete separation of concerns which eases the incorporation of separate contributions from computer scientists, numerical analysts and application specialists. These contributions may add functionality, or improve performance. Firedrake benefits from automatically applying new optimisations. This includes factorising mixed function spaces, transforming and vectorising inner loops, and intrinsically supporting block matrix operations. Importantly, Firedrake presents a simple public API for escaping the UFL abstraction. This allows users to implement non--finite-element operations such as flux-limiters.

Algorithm xxx: jMarkov: an Integrated Framework for Markov Chain Modeling

Markov chains (MC) are a powerful tool for modeling complex stochastic systems. A necessary step in MC modeling is to define the MC parameters, namely its state space, initial probability vector, and generator matrix. This step is however far from trivial in complex systems, and is prone to errors such as introducing unreachable states, or inconsistent transitions between states. In this paper we introduce jMarkov, a framework for MC modeling that provides the user with the ability to define MC models from the basic rules underlying the system dynamics. From these rules, jMarkov obtains the MC parameters and determines steady-state and transient performance measures. While the first focus of jMarkov is on finite MCs, it offers a set of integrated modules for MC modeling. The jQBD module enables the modeling of Quasi-Birth-and-Death processes, a class of MCs with infinite state space. The jPhase module allows the user to model Phase-Type variables, which generalize the exponential variables on which MC models usually rely. Further, the jMDP module offers the capabilities to determine optimal decision rules based on Markov Decision Processes. In addition, jMarkov is highly extensible, allowing the users to introduce new modeling abstractions and solvers.

The state-of-the-art of preconditioners for sparse linear least-squares problems

In recent years a variety of preconditioners have been proposed for use in solving large sparse linear least-squares problems. These include simple diagonal preconditioning, preconditioners based on a number of different approaches to incomplete factorization and stationary inner iterations used with Krylov subspace methods. In this study, we briefly review available preconditioners for which software has been made available and then present a numerical evaluation of them using performance profiles and a large set of problems arising from practical applications. Comparisons are made with state-of-the-art sparse direct methods.

About TOMS

The purpose of the ACM Transactions on Mathematical Software (TOMS) is to communicate important research results addressing the development, evaluation and use of mathematical software...

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Bibliometrics

Publication Years 1975-2016
Publication Count 1478
Citation Count 13947
Available for Download 1478
Downloads (6 weeks) 5081
Downloads (12 Months) 43968
Downloads (cumulative) 994077
Average downloads per article 673
Average citations per article 9
First Name Last Name Award
Vernon Austel ACM Gordon Bell Prize (2006)
David H Bailey ACM Gordon Bell Prize (2008)
George Biros ACM Gordon Bell Prize
Performance (2010) ACM Gordon Bell Prize
Performance (2010)
Ronald Boisvert ACM Distinguished Member (2006)
Bruno Buchberger ACM Paris Kanellakis Theory and Practice Award (2007)
Edmond Chow ACM Gordon Bell Prize
Special Category (2009) ACM Gordon Bell Prize
Special Category (2009)
James Demmel ACM Paris Kanellakis Theory and Practice Award (2014)
Jack Dongarra ACM-IEEE CS Ken Kennedy Award (2013)
Stuart Feldman ACM Software System Award (2003)
John Gunnels ACM Gordon Bell Prize (2007)
John A. Gunnels ACM Gordon Bell Prize (2006)
Michael A Heroux ACM Distinguished Member (2009)
William Kahan ACM A. M. Turing Award (1989)
Matthew Knepley SIAM/ACM Prize in Computational Science and Engineering (2014)
David J Kuck ACM-IEEE CS Ken Kennedy Award (2010)
ACM-IEEE CS Eckert-Mauchly Award (1993)
Byounghak Lee ACM Gordon Bell Prize (2008)
Dhairya Malhotra ACM-IEEE CS George Michael Memorial HPC Fellowships (2015)
ACM Gordon Bell Prize
Performance (2010)
Lois C McInnes SIAM/ACM Prize in Computational Science and Engineering (2014)
Cleve Moler SIAM/ACM Prize in Computational Science and Engineering (2009)
Dianne P O'Leary ACM Distinguished Member (2006)
Naren Ramakrishnan ACM Distinguished Member (2009)
Sartaj K Sahni ACM Karl V. Karlstrom Outstanding Educator Award (2003)
Robert Schreiber ACM Distinguished Member (2006)
Horst D Simon ACM Gordon Bell Prize
Special Category (2009) ACM Gordon Bell Prize
Special Category (2009)
Barry Smith SIAM/ACM Prize in Computational Science and Engineering (2014)
James E. Smith ACM-IEEE CS Eckert-Mauchly Award (1999)
Kris Stewart ACM Senior Member (2015)
Nathan Tallent ACM-IEEE CS George Michael Memorial HPC Fellowships (2009)
Robert E Tarjan ACM Paris Kanellakis Theory and Practice Award (1999)
ACM A. M. Turing Award (1986)
Jeffrey S Vetter ACM Distinguished Member (2012)
ACM Gordon Bell Prize
Performance (2010)
Robert A. Walker Outstanding Contribution to ACM Award (2007)
ACM Distinguished Member (2006)
Bruce W Weide ACM Senior Member (2009)
Kesheng Wu ACM Distinguished Member (2010)
ACM Senior Member (2007)
Andrew C Yao ACM A. M. Turing Award (2000)
Hong Zhang SIAM/ACM Prize in Computational Science and Engineering (2014)
Benjamin G Zorn ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Iain Duff 28
Robert Renka 22
Robert Van De Geijn 20
Fred Krogh 20
Jennifer Scott 19
John Reid 17
Jack Dongarra 17
Bo Kågström 15
Timothy Davis 15
Donald Amos 14
Lawrence Shampine 14
Wayne Enright 14
Richard Hanson 13
Jorge Moré 12
John Rice 12
Layne Watson 12
James Demmel 12
Burton Garbow 12
Joseph Liu 11
Fred Gustavson 11
William Cody 10
Timothy Hopkins 9
Walter Gautschi 9
Elias Houstis 9
Jeff Cash 9
Nico Temme 9
Amparo Gil 9
Xiaoyesherry Li 9
Linda Kaufman 9
Javier Segura 9
Nicholas Higham 8
Field Van Zee 8
Ping Tang 8
Enrique Quintana-Ortí 8
Patrick Keast 8
John Pryce 8
Terje Espelid 7
Michael Heroux 7
Ronald Boisvert 7
Gregorio Quintana-Ortí 7
Nicholas Gould 7
Ralph Kearfott 7
Hiroshi Akima 7
John Lewis 7
A Buckley 7
Almerico Murli 7
Thomas Hull 6
Albrecht Preusser 6
James Lyness 6
Roger Grimes 6
Richard Bartels 6
David Gay 6
Robert Kirby 6
Anders Logg 6
Robert Ward 6
Sven Hammarling 6
Pierre L'Ecuyer 6
Ian Gladwell 6
Ronald Cools 6
Panos Pardalos 6
Annie Cuyt 6
Gilbert Stewart 6
Geoffrey Hill 5
Robert Schnabel 5
Tamar Schlick 5
Thomas Coleman 5
Patrick Gaffney 5
Jerzy Waśniewski 5
Paul Muir 5
Philippe Toint 5
Graeme Fairweather 5
Kendall Atkinson 5
Tony Chan 5
Van Van Snyder 5
Jarle Berntsen 5
Sivan Toledo 5
Richard Sincovec 5
Zhaojun Bai 5
Alexander Morgan 5
Krzysztof Sikorski 5
Anil Rao 5
William Mitchell 5
Yu Kuznetsov 5
Paolo Bientinesi 5
Mauricio Resende 5
Jeremy Du Croz 5
Paolo Toth 4
Tzemeng Low 4
Ian Robinson 4
Wayne Dyksen 4
David Dodson 4
Daniel Kressner 4
William Hager 4
Alan George 4
Valerio Parisi 4
Francesco Zirilli 4
Christof Vömel 4
Richard Lehoucq 4
Wolfgang Bangerth 4
Paul Bailey 4
Jean Muller 4
Norman Schryer 4
Naren Ramakrishnan 4
Uwe Naumann 4
Christian Bischof 4
Werner Rheinboldt 4
Jan Verwer 4
Calvin Ribbens 4
John Monahan 4
Daniel Lozier 4
Lothar Reichel 4
Charles Fulton 4
Osni Marques 4
Jorge Nocedal 4
David Kahaner 4
Ahmed Sameh 4
Filippo Aluffi-Pentini 4
Michael Saunders 4
Joke Blom 4
Carl De Boor 4
Beresford Parlett 4
Michael Patterson 4
David Smith 4
Tamara Kolda 4
Richard Brent 4
David Stoutemyer 3
Luisa D'amore 3
Frank Stenger 3
Granville Sewell 3
Phyllis Fox 3
Fayez Alhargan 3
Hatem Ltaief 3
Kenneth Hillstrom 3
Andrew Conn 3
Steven Benson 3
John Gunnels 3
Margaret Wright 3
Charles Gear 3
Silvano Martello 3
Richard Simard 3
Luís Vicente 3
Shaun Forth 3
Willy Govaerts 3
Wolfgang Hörmann 3
Norman Gibbs 3
Alan Genz 3
Jon Bentley 3
Tobin Driscoll 3
Sanjiva Weerawarana 3
David Kincaid 3
Yifan Hu 3
Thomas Aird 3
Ron Dembo 3
Francesco Romani 3
Alfred Morris 3
Armido DiDonato 3
Alan Jennings 3
Jonathan Hogg 3
R Brankin 3
William Brown 3
Philip Sharp 3
Joachim Ahrens 3
Paola Favati 3
Juan Meza 3
William Kahan 3
Marzio Sala 3
Peter Benner 3
David Bailey 3
Desmond Higham 3
Maria Sosonkina 3
Bennett Fox 3
Aaron Fogelson 3
Webb Miller 3
Mariarosaria Rizzardi 3
David Shanno 3
Yozo Hida 3
Martin Berzins 3
Anton Zettl 3
Kenneth Neves 3
Richard Fateman 3
Stan Cabay 3
Anshul Gupta 3
Ian Barrodale 3
Ulrich Dieter 3
Alan Laub 3
William Symes 3
Giorgio Carpaneto 3
Francisco Igual 3
Steven Pruess 3
Roscoe Bartlett 3
Julien Langou 3
Salvatore Filippone 3
Arnold Neumaier 3
Grazia Lotti 3
Bruce Schmeiser 3
Chao Yang 3
Lars Karlsson 3
Danny Sorensen 3
Andrew Sommese 3
Christoph Lauter 3
John Rice 3
Ron Brown 3
Alfredo Buttari 3
Kristján Jónasson 3
Bruno Lang 3
Niel Madsen 3
Toyat Cheung 3
Stavros Zenios 3
Giulio Giunta 3
Masao Kodama 3
Kanghoh Phua 3
J Diaz 3
Robert Granat 3
Garth Wells 3
Eric Grosse 3
Michael Berry 3
Ali Bouaricha 2
Cleve Moler 2
Donald Ramirez 2
Charles Dunkl 2
Greg Henry 2
Robert Russell 2
J Christiansen 2
Leslie Foster 2
Jeffrey Vitter 2
Per Hansen 2
Jan Olszewski 2
Piotr Luszczek 2
Nikos Chrisochoides 2
Richard Weiss 2
S Barry 2
Sunyoung Kim 2
Mauro Dell'Amico 2
Yves Nievergelt 2
Rida Farouki 2
Mohamed Kamel 2
Theodore Papatheodorou 2
J Smith 2
Bengt Fornberg 2
Catherine Houstis 2
Vincent Lefèvre 2
Daniel Kressner 2
Michael Giles 2
James Willenbring 2
Mofreh Zaghloul 2
Robert Skeel 2
Lois McInnes 2
Zvi Drezner 2
Jian He 2
Jean Utke 2
Sebastian Ferrando 2
Tapio Schneider 2
Michael Mascagni 2
Roy Welsch 2
Malcolm Pike 2
Arunachalam Ravindran 2
Kenneth Jackson 2
Alexandru Nicolau 2
Wilfried Gansterer 2
Mark Gockenbach 2
Paul Bratley 2
Michael Jenkins 2
Frederick Fritsch 2
Masakazu Kojima 2
Peter Hanson 2
Francisco Sayas 2
Benjamin Burton 2
Joaquim Martins 2
George Miminis 2
Bart Waanders 2
Kazushige Goto 2
Michele Goano 2
J Weideman 2
José Morales 2
I Hill 2
Michel Cosnard 2
H Knoble 2
Thomas Foley 2
James Ball 2
Nelson Beebe 2
George Davis 2
Duncan, Lawrie 2
Christopher Darby 2
Ilyssa Sanders 2
Geoffrey Huntington 2
Voratas Kachitvichyanukul 2
Jean L'excellent 2
Joaquim Júdice 2
David Jeffrey 2
Christopher Paige 2
L Stoltz 2
Charles Duris 2
P Culligan-Hensley 2
Charles Van Loan 2
Spencer Shellman 2
Per Thomsen 2
Dennis Snow 2
David Melgaard 2
Jorge Leis 2
David Spooner 2
Roger Abernathy 2
Jean Dumas 2
Ichitaro Yamazaki 2
Stanimire Tomov 2
Kevin Broughan 2
Harvey Greenberg 2
Klaus Schittkowski 2
Allan Macleod 2
Brigitte Verdonk 2
Philip Gill 2
John Roulier 2
Stephen Peters 2
U Pape 2
Gopal Gupta 2
Nathan Bell 2
Masha Sosonkina 2
Joseph Flaherty 2
Ann Catlin 2
Xiaobai Sun 2
Ladislav Lukšan 2
Hans Langtangen 2
Richard Byrd 2
J Yohe 2
Walter Murray 2
David McAllister 2
Bryan Marker 2
George Hall 2
John Mulvey 2
Dirk Laurie 2
Herman Watts 2
M Powell 2
Nabih Abdelmalek 2
Michael Engquist 2
Leon Lasdon 2
William Poole 2
Yihua Bai 2
Meiyue Shao 2
Michael Vrahatis 2
Markus Neher 2
Roy Wampler 2
John Butcher 2
Paul Zimmermann 2
Martin Alnaes 2
David Eyre 2
Guangning Tan 2
T Lam 2
William Eddy 2
Randall Shirts 2
Jan Vlček 2
Michael Liepelt 2
Brian Gunter 2
Luc Giraud 2
Bjarne Andersen 2
Geza Schrauf 2
Josef Leydold 2
Marco Marletta 2
John Betts 2
Timo Betcke 2
Joris Van Deun 2
Frédéric Cazals 2
James Amato 2
Charles Dunham 2
Uri Ascher 2
Franklin Luk 2
Linwang Wang 2
Gregory Ammar 2
Giuliano Laccetti 2
Christian Reinsch 2
Keith Geddes 2
Jason Riedy 2
Matthew Weinstein 2
Dominique Orban 2
Paul Stockmeyer 2
Kenneth Johnson 2
Angelo Corana 2
D Taylor 2
Mark Kramer 2
Joel Tendler 2
Karla Hoffman 2
Douglas Shier 2
Ove Skovgaard 2
Guohua Jin 2
Bryan Ford 2
Will Wright 2
Jorn Springer 2
George Marsaglia 2
Marnix Van Daele 2
Arno Rasch 2
Bruce Fabijonas 2
Colin Cryer 2
John Burkardt 2
Scott Sarra 2
Victor Eijkhout 2
Victor Norton 2
S Considine 2
William Stewart 2
Thomas Fairgrieve 2
Leonard Gray 2
Andrea Walther 2
Damian Rouson 2
S Pennington 2
Waiwan Tsang 2
Esmond Ng 2
Andrew Hall 2
S Nugent 2
Wayne Hayes 2
Andrew Sherman 2
Peter Alfeld 2
Mark Shephard 2
Tyler Smith 2
Jerome Friedman 2
David Watkins 2
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Joseph Leva 2
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Horst Simon 2
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Michael Anderson 2
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L Yarberry 1
David Juedes 1
James Money 1
R Cormack 1
John Larson 1
Robert Bryan 1
Paul Swarztrauber 1
M Razaz 1
Edward Battiste 1
Billy Buckles 1
Jeff Hammond 1
Nichols Romero 1
V Kane 1
J Walsh 1
Seppo Linnainmaa 1
Stanimire Tomov 1
Eric Schnepf 1
Jaroslav Kautsky 1
Sylvan Elhay 1
Ahmed Ali 1
Zlatko Drmavc 1
Martin Van Gijzen 1
Are Bruaset 1
Richard Neidinger 1
Gerard Berthiau 1
Michael Hill 1
Enrico Bertolazzi 1
Dirk Roose 1
Esko Cate 1
David Evans 1
S Daniel 1
Roland Freund 1
Reinaldo Palhares 1
Md Patwary 1
Peter Poromaa 1
Mingcen Gao 1
Knud Andersen 1
Manuel Novoa 1
Keith Meintjes 1
Paul Wang 1
Chris Hill 1
S Polak 1
Mary Pasternak 1
Souji Koikari 1
Stefan Wild 1

Affiliation Paper Counts
Edinboro University of Pennsylvania 1
NVIDIA 1
The MathWorks, Inc. 1
Ariel University Center of Samaria 1
StatoilHydro 1
Computer Sciences Corporation, Australia 1
Airbus Deutschland GmbH 1
Camosun College 1
Barcelona Supercomputing Center 1
Research Institute for Advanced Computer Science 1
Institute of Mathematical Problems of Biology, Russian Academy of Sciences 1
Universite de Bordeaux 1
University of Houston-Downtown 1
Avago Technologies Manufacturing (Singapore) Pte. Ltd. 1
Universite Grenoble Alpes 1
Waseda University 1
Universite Claude Bernard Lyon 1 1
Institute of Marine Research 1
Brooklyn College 1
AT&T Information Systems 1
Ecole Centrale Paris 1
Southern Illinois University 1
Open University of the Netherlands 1
Universite Paris-Sud XI 1
University of California, Santa Cruz 1
University of Alabama 1
Harris Corporation 1
Indian Institute of Technology, Madras 1
Korea Institute of Science and Technology 1
Alcatel-Lucent 1
Mathematical Research Institute, Utrecht University 1
Defence Science and Technology Laboratory 1
Winthrop University 1
University of Nebraska - Lincoln 1
Stony Brook University 1
Universite Hassan 1er 1
Universidad Autonoma de Madrid 1
Clark University 1
Polytechnic University, Gdansk 1
Oracle Corporation 1
University of Hamburg 1
Palo Alto Research Center 1
St. Louis University 1
Siemens AG 1
Sunnybrook Health Sciences Centre 1
California State University Long Beach 1
Institute of Chemical Methodologies, Rome 1
University of California, Riverside 1
University of Aarhus 1
North-West University 1
Teikyo Heisei University 1
Ford Motor 1
University of Missouri-St. Louis 1
Gettysburg College 1
Temple University 1
California State University Los Angeles 1
University of Copenhagen 1
Universite Jean Monnet Saint-Etienne 1
University of Gottingen 1
Universidad Catolica de la Santisima Concepcion 1
Universite de Perpignan 1
Utah State University 1
Michigan State University 1
Miami University Oxford 1
Michoacan University of Saint Nicholas of Hidalgo 1
Eindhoven University of Technology 1
Honeywell Intl. 1
Public University of Navarrea 1
Colegio de Postgraduados 1
University College of Boras 1
Wake Forest University 1
University of Leicester 1
University of Idaho 1
Vilnius University 1
National Institute for Research and Development in Informatics 1
University of Puerto Rico-Mayaguez 1
Weierstrass Institute for Applied Analysis and Stochastics 1
Hydrological Service of Israel 1
Toyota Technological Institute at Chicago 1
University of Reading 1
University of Oregon 1
National Chiao Tung University Taiwan 1
Lubeck University 1
MITRE Corporation 1
Mathematical Sciences Research Institute 1
Verizon Communications 1
The Council for Scientific and Industrial Research 1
Ca' Foscari University of Venice 1
Institute of Ocean Sciences, Fisheries and Oceans Canada 1
Beihang University 1
Brno University of Technology 1
VA Medical Center 1
Lappeenranta University of Technology 1
University of Massachusetts Amherst 1
Danish Meteorological Institute 1
Kalamazoo College 1
Fordham University 1
CPB Netherlands Bureau for Economic Policy Analysis 1
Chuo University 1
University of Kansas Lawrence 1
Keimyung University 1
SAIC 1
University of Trento 1
University of Witwatersrand 1
United States National Aeronautics and Space Administration 1
Riken 1
Tech-X Corporation 1
Weizmann Institute of Science Israel 1
INRIA Lorraine 1
The University of North Carolina System 1
University of South Carolina 1
Wright State University 1
Tamkang University 1
Polytechnic School of Montreal 1
University of Southern Denmark 1
Bloomsburg University 1
Ethyl Corporation 1
Universite de Bretagne Occidentale 1
European Organization for Nuclear Research 1
US Naval Underwater Systems Center 1
Fort Hays State University 1
University of Calabria 1
Bucknell University 1
University of Canterbury 1
Humboldt State University 1
Royal Holloway University of London 1
Brunel University 1
Harvard-Smithsonian Center for Astrophysics 1
Flinders University of South Australia 1
California State University Northridge 1
RIKEN (The Institute of Physical and Chemical Research) 1
Indiana University 1
National Center for Atmospheric Research 1
University of Chemistry and Technology, Prague 1
ExxonMobil 1
University of Florence 1
The University of Warwick 1
Aalborg University 1
University of Durham 1
Meiji University 1
Davidson College 1
Technion - Israel Institute of Technology 1
University of Graz 1
Universite Libre de Bruxelles 1
Rutgers University-Newark Campus 1
California State University Fullerton 1
National University of Cordoba 1
Humboldt University of Berlin 1
Western Michigan University 1
Universidad Central de Venezuela 1
Universite Pierre et Marie Curie 1
Johns Hopkins Hospital 1
Royal Institute of Technology 1
University of Amsterdam 1
Institute for Infocomm Research, A-Star, Singapore 1
Chinese University of Hong Kong 1
Illinois Institute of Technology 1
University of Helsinki 1
University of Haifa 1
Radcliffe Infirmary 1
University of Texas at Arlington 1
Ohio State University 1
Arizona State University 1
Queens College, City University of New York 1
Cleveland State University 1
Sintef Foundation for Scientific and Industrial Research At the Norwegian Institute of Technology 1
ANSYS, Inc. 1
University of Geneva 1
Proudman Oceanographic Laboratory 1
University of Parma 1
University of Illinois 1
Nanyang Technological University 1
James Madison University 1
Bogazici University 1
University of Wisconsin Eau Claire 1
Unisys 1
University of Missouri-Columbia 1
MIT Computer Science and Artificial Intelligence Laboratory 1
NASA Goddard Space Flight Center 1
Bayer 1
University of Salerno 1
Academy of Economic Studies, Bucharest 1
Lulea University of Technology 1
University of Rochester Laboratory for Laser Energetics 1
Universitat Politecnica de Catalunya 1
German Aerospace Center 1
Technical University in Braunschweig 1
University of Copenhagen, Faculty of Life Sciences 1
University of Sao Paulo 1
Massey University 1
Universite de Limoges 1
University of Bradford 1
National University of Ireland, Galway 1
Hong Kong University of Science and Technology 1
Educational Testing Service 1
University of California , Merced 1
Linkoping University 1
Universite des Sciences et Technologies de Lille 1
University of Adelaide 1
Tampere University of Technology 1
Universite Paris 13 1
Washington State University 1
University of KwaZulu-Natal 1
University of Ulm 1
National Physical Laboratory 1
Ohio University Athens 1
Baylor University 1
University of East Anglia 2
University of Munster 2
SRI International 2
General Motors 2
Kansas State University 2
University of Erlangen-Nuremberg 2
NASA Langley Research Center 2
Catholic University of Louvain 2
Loughborough University 2
Emory University 2
University of Crete 2
University of Stellenbosch 2
Universidad Carlos III de Madrid 2
University of Sheffield 2
University of Ontario Institute of Technology 2
Victoria University of Wellington 2
Northeastern Illinois University 2
McGill University 2
Delaware State University 2
University of Siena 2
Universidad de la Laguna 2
Austrian Academy of Sciences 2
University Politehnica of Bucharest 2
University of Peloponnese 2
Uppsala University 2
Marshall University 2
Oberlin College 2
Laboratoire d'Analyse et d'Architecture des Systemes 2
University of Houston 2
Google Inc. 2
Brookhaven National Laboratory 2
The University of Hong Kong 2
City University of New York 2
Louisiana State University 2
Ames Laboratory 2
CNRS Centre National de la Recherche Scientifique 2
Bremen University 2
Naval Surface Warfare Center Dahlgren Division 2
Ontario Cancer Institute 2
Colorado State University 2
IBM Almaden Research Center 2
Wayne State University 2
Escuela Tecnica Superior de Ingenieros de Telecomunicacion, Madrid 2
Defence College of Management and Technology 2
Fudan University 2
University of Innsbruck 2
University of Groningen 2
University of Colorado at Colorado Springs 2
Cairo University 2
HP Labs 2
University of Rhode Island 2
Eastern Washington University 2
Polytechnic Institute of Turin 2
Georgia State University 2
United States Geological Survey Central Region 2
Czech Technical University in Prague 2
Martin Luther University of Halle-Wittenberg 2
General Dynamics 2
University of Maryland, Baltimore 2
Sun Microsystems 2
University of Texas M. D. Anderson Cancer Center 2
Royal Roads University 2
Wolfram Research, Inc. 2
University of Stuttgart 2
Charles Stark Draper Lab Inc 2
Carleton University 2
Bowling Green State University 2
University of Wisconsin 2
Universite Paris Sorbonne - Paris IV 2
Universite de la Mediterranee Aix-Marseille II 2
Foundation for Research and Technology-Hellas 2
Chinese Academy of Sciences 2
Graz University of Technology 2
University of Minho 2
Hewlett-Packard 2
University of Bristol 2
Texas Tech University at Lubbock 2
Technical University of Clausthal 2
Johannes Kepler University Linz 2
The Johns Hopkins University Applied Physics Laboratory 2
The Babcock & Wilcox Company 2
Ecoles polytechniques federales 2
Pacific Northwest National Laboratory 2
Cardiff University 2
Osaka University 2
Hanyang University 2
Parthenope University of Naples 2
University of Tokyo 2
Stanford Linear Accelerator Center 2
Clarkson University 2
University of Camerino 2
University of Paisley 2
Ben-Gurion University of the Negev 2
Naval Research Laboratory 2
Complutense University of Madrid 2
University of California, Los Angeles 2
National Telecommunications and Information Administration 2
Technical University of Madrid 2
University of Athens 2
Laboratoire d'Informatique de l'Ecole Polytechnique 2
The University of Georgia 2
Autonomous Technological Institute of Mexico 2
University of Bath 2
Shell 2
Syracuse University 2
University of California, San Diego 2
Hiroshima University 2
Nortel Networks 2
Universite de Nantes 2
University of Verona 2
University of Cagliari 2
University of Electro-Communications 2
National Autonomous University of Mexico 2
Arkansas State University 2
Laval University 2
Indian Institute of Technology, Delhi 2
Zuse Institute Berlin 2
Griffith University 2
Naval Postgraduate School 2
California State University 2
Gonzaga University 2
University of Nis 2
Philips Research Europe, Belgium 2
University of Cyprus 2
Yahoo Inc. 2
Case Western Reserve University 3
University of Texas at San Antonio 3
Iowa State University 3
Technical University of Sofia 3
University of Modena and Reggio Emilia 3
Institute for Telecommunication Sciences 3
Gottfried Wilhelm Leibniz Universitat 3
University College Dublin 3
Energy Information Administration 3
University of Pennsylvania 3
Old Dominion University 3
University of Texas at El Paso 3
Commissariat a L'Energie Atomique CEA 3
Chemnitz University of Technology 3
Fritz Haber Institute of the Max Planck Society 3
United Arab Emirates University 3
National Instruments 3
University of Texas at Dallas 3
National Research Council Canada 3
Universitat d'Alicante 3
Kyoto University 3
Technical University of Darmstadt 3
University of Wurzburg 3
Oregon State University 3
Indian Institute of Technology, Bombay 3
Hong Kong Baptist University 3
Drexel University 3
Colorado School of Mines 3
University of Washington 3
San Jose State University 3
Marquette University 3
Max Planck Institute for Dynamics of Complex Technical Systems 3
Loyola Marymount University 3
Computer Sciences Corporation - USA 3
University of Liverpool 3
University of Connecticut 3
Lockheed Martin Space Systems 3
University of Wuppertal 3
University of Strathclyde 3
The University of North Carolina at Chapel Hill 3
University of Teesside 3
Microsoft 3
Clemson University 3
Swiss Federal Institute of Technology, Lausanne 3
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Lund University 3
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Aerospace Corporation 3
MRC Clinical Research Centre 3
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Pontifical Catholic University of Rio de Janeiro 3
Harvard School of Public Health 3
Saarland University 3
University of Iceland 3
King Abdullah University of Science and Technology 3
University of Padua 4
Vienna University of Economics and Business Administration 4
Florida State University 4
University of Victoria 4
Courant Institute of Mathematical Sciences 4
NASA Ames Research Center 4
University of Auckland 4
Delft University of Technology 4
Facultes Universitaires Notre-Dame de la Paix 4
AT&T Laboratories Florham Park 4
Poznan University of Technology 4
Australian National University 4
University of Arizona 4
RMIT University 4
Brown University 4
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INRIA Institut National de Rechereche en Informatique et en Automatique 4
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Cray Inc. 4
Simon Fraser University 4
Memorial University of Newfoundland 4
Georgia Institute of Technology 4
Naval Surface Warfare Center 4
University of Virginia 4
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NASA Glenn Research Center 4
University of Roma Tor Vergata 4
University of Pisa 4
University of Southern California 4
University of Minnesota Twin Cities 4
Columbia University 4
Harwell Lab 4
University of Texas System 4
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V.M.Glushkov Institute of Cybernetics 4
University of Waikato 5
Forschungszentrum Julich GmbH 5
Utrecht University 5
Duke University 5
Northern Illinois University 5
University of Colorado at Denver 5
Florida Institute of Technology 5
Universidad Politecnica de Valencia 5
Queen's University, Kingston 5
Michigan Technological University 5
Philips Research 5
National University of Singapore 5
Technical University of Dresden 5
University of Birmingham 5
Leiden University 5
University of Delaware 5
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Politecnico di Milano 5
University of Vienna 5
University of Edinburgh 5
University of Illinois at Chicago 5
Ball State University 5
LORIA Laboratoire Lorrain de Recherche en Informatique et ses Applications 5
Karlsruhe Institute of Technology, Campus South 5
Queen's University Belfast 5
IRIT Institut de Recherche Informatique de Toulouse 5
Union Carbide Corporation 5
University of Alberta 5
Ryerson University 5
University of Cambridge 5
Simula Research Laboratory 6
Cranfield University 6
Los Alamos National Laboratory 6
University of California, Irvine 6
Harvard University 6
University of Oslo 6
University of Saskatchewan 6
University College London 6
University of Bari 6
University of Oxford 6
State University of Campinas 6
Kent State University 6
CERFACS 6
University of Queensland 6
Concordia University, Montreal 6
Universite de Lyon 6
Johns Hopkins University 7
Ecole Normale Superieure de Lyon 7
La Trobe University 7
GM Research Lab 7
The University of Western Ontario 7
Norwegian University of Science and Technology 7
Monash University 7
Technical University of Munich 7
University of Coimbra 7
University of Iowa 7
Carnegie Mellon University 7
University of Ottawa, Canada 7
University of California, Santa Barbara 7
University of Chicago 7
Commonwealth Scientific and Industrial Research Organization 7
Academy of Sciences of the Czech Republic (Avcr.Cz) 7
University of Western Australia 7
McMaster University 7
Yale University 8
Technical University of Berlin 8
University of Louisiana at Lafayette 8
University of Cantabria 8
University of Pittsburgh 8
Dalhousie University 8
The University of Tennessee System 8
Universidad de Zaragoza 8
Vienna University of Technology 8
Swiss Federal Institute of Technology, Zurich 8
Tokyo Institute of Technology 8
INRIA Sophia Antipolis 8
Intel Corporation 8
United Kingdom Atomic Energy Authority 9
North Carolina State University 9
Tel Aviv University 9
University of Zagreb 9
University of Kent 9
University of Leeds 9
Sandia National Laboratories 9
University of Kentucky 9
The College of William and Mary 9
Italian National Research Council 9
University of Roma La Sapienza 9
Northwestern University 10
University of California, Davis 10
Washington State University Pullman 10
University of Twente 10
New York University 10
The University of British Columbia 11
University of Bologna 11
University of Bergen 11
Ghent University 11
Texas A and M University 12
University of Wisconsin Madison 12
York University Canada 12
Princeton University 13
Cornell University 13
Jet Propulsion Laboratory 13
Technical University of Denmark 13
Sandia National Laboratories, California 13
Southern Methodist University 13
University of Montreal 14
University of Notre Dame 14
Pennsylvania State University 15
University of Antwerp 15
University of Maryland 15
Rensselaer Polytechnic Institute 15
Numerical Algorithms Group 15
University of Colorado at Boulder 16
Universidad Jaume I 16
Massachusetts Institute of Technology 16
Imperial College London 17
University of Naples Federico II 18
Boeing Corporation 18
Rice University 19
IBM Thomas J. Watson Research Center 19
Oak Ridge National Laboratory 19
Catholic University of Leuven 19
University of Illinois at Urbana-Champaign 20
Center for Mathematics and Computer Science - Amsterdam 20
IBM 20
University of North Texas 20
Lawrence Livermore National Laboratory 20
University of Manchester 21
RWTH Aachen University 21
University of Utah 21
University of Waterloo 24
Stanford University 25
University of Tennessee, Knoxville 27
Virginia Tech 31
National Institute of Standards and Technology 32
Lawrence Berkeley National Laboratory 33
Umea University 34
Alcatel-Lucent Bell Labs 36
University of California, Berkeley 41
University of Toronto 43
University of Florida 44
Rutherford Appleton Laboratory 50
Purdue University 59
University of Texas at Austin 70
Sandia National Laboratories, New Mexico 72
Argonne National Laboratory 83

ACM Transactions on Mathematical Software (TOMS)
Archive


2016
Volume 43 Issue 3, December 2016  Issue-in-Progress
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2015
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2013
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2012
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2011
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2010
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2009
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2008
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2007
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2006
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2005
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2004
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2003
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2002
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2001
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2000
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1999
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1998
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1997
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1996
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1995
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1994
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1993
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1992
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1991
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1990
Volume 16 Issue 4, Dec. 1990
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1989
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1988
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1987
Volume 13 Issue 4, Dec. 1987
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1986
Volume 12 Issue 4, Dec. 1986
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Volume 12 Issue 1, March 1986 The MIT Press scientific computation series

1985
Volume 11 Issue 4, Dec. 1985
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1984
Volume 10 Issue 4, Dec. 1984
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1983
Volume 9 Issue 4, Dec. 1983
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1982
Volume 8 Issue 4, Dec. 1982
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1981
Volume 7 Issue 4, Dec. 1981
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Volume 7 Issue 1, March 1981

1980
Volume 6 Issue 4, Dec. 1980
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Volume 6 Issue 2, June 1980
Volume 6 Issue 1, March 1980

1979
Volume 5 Issue 4, Dec. 1979
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Volume 5 Issue 2, June 1979
Volume 5 Issue 1, March 1979

1978
Volume 4 Issue 4, December 1978
Volume 4 Issue 3, Sept. 1978
Volume 4 Issue 2, June 1978
Volume 4 Issue 1, March 1978

1977
Volume 3 Issue 4, Dec. 1977
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Volume 3 Issue 2, June 1977
Volume 3 Issue 1, March 1977

1976
Volume 2 Issue 4, Dec. 1976
Volume 2 Issue 3, Sept. 1976
Volume 2 Issue 2, June 1976
Volume 2 Issue 1, March 1976

1975
Volume 1 Issue 4, Dec. 1975
Volume 1 Issue 3, Sept. 1975
Volume 1 Issue 2, June 1975
Volume 1 Issue 1, March 1975
 
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