Description
Optimization Methods and Software publishes refereed papers on
the latest developments in the theory and realization of optimization
methods, with particular emphasis on the interface between software
development and algorithm design.
Topics include:
Theory, implementation and performance evaluation of algorithms
and computer codes for linear, nonlinear, discrete, stochastic
optimization and optimal control. This includes in particular
conic, semi-definite, mixed integer, network, non-smooth, multi-objective
and global optimization by deterministic or nondeterministic algorithms.
Algorithms and software for complementarity, variational inequalities
and equilibrium problems, and also for solving inverse problems,
systems of nonlinear equations and the numerical study of parameter
dependent operators.
Various aspects of efficient and user-friendly
implementations: e.g. automatic differentiation, massively parallel
optimization, distributed computing, on-line algorithms, error
sensitivity and validity analysis, problem scaling, stopping criteria
and symbolic numeric interfaces.
Theoretical studies with a clear
potential for applicability, as well as successful applications
of optimization methods and software in specific areas such as
engineering, machine learning, data mining, economics, finance,
biology, or medicine.
Editorial Board
Co-Editors:
Oleg Burdakov
Division of Optimization, Department of Mathematics, Linköping
University, S-581 83 Linköping, Sweden
Andreas Griewank
Humboldt University Berlin, Mat Nat Faculty II, Department of
Mathematics, Unter den Linden 6, 10099 Berlin, Germany
Honorary Founding Editor:
Yurij Evtushenko
Dorodnicyn Computing Centre, Russian Academy of Sciences, Moscow,
Russia
Regional Editors:
Asia:
Takashi Tsuchiya
The Institute of Statistical Mathematics, 4-6-7 Minami-Azabu,
Minato-ku, Tokyo 106-8569, Japan
Europe:
Dr. Florian Jarre
Mathematisches Institut, Universitaet Duesseldorf ,40225 Duesseldorf,
Germany
Americas:
Florian A. Potra
Department of Mathematics and Statistics, University of Maryland,
Baltimore, MD 21250, USA
Software Editor:
Mihai Anitescu
Mathematics and Computer Science, Argonne National Laboratory,
9700 South Cass Avenue, Argonne, IL 60439-4844, USA
Book Review Editor:
Panos M. Pardalos
Center for Applied Optimization and ISE Department, University
of Florida, Gainesville, FL 32611-6595, U.S.A.
Editorial Board:
C.G. Broyden
Universita' Degli Studi di Bologna, CESENA, Italy
D. B. Christianson
University of Hertfordshire, Hatfield, United Kingdom
V.F. Demyanov
St-Petersburg State University, St. Petersburg, Russia
Lawrence C.W. Dixon
University of Hertfordshire, Hertford, United Kingdom
Michael C. Ferris
University of Wisconsin, Madison, USA
Masao Fukushima
Kyoto University, Kyoto, Japan
Laurent El Ghaoui
University of California at Berkeley, Berkeley, USA
Lucio Grandinetti
University of Calabria, RENDE, Italy Dresden, Germany
Luigi Grippo
Universita degli Studi di Roma "La Sapienza", Roma, Italy
Masao Iri
University of Tokyo, Tokyo, Japan
Laszlo Ladanyi
IBM, Thomas J. Watson Research Center, NY, USA
Alexander V. Lotov
Russian Academy of Sciences, Moscow, Russia
Olvi L. Mangasarian
University of Wisconsin-Madison, Madison, U.S.A.
Alexander Martin
Technische University Darmstadt, Germany
Yurii E. Nestorov
University Catholique de Louvain, Belgium
Cornelis Roos
Technische Universiteit Delft, Delft, The Netherlands
Alex M. Rubinov
University of Ballarat, Ballarat, Australia
Andrzej Ruszczynski
Rutgers University, Piscataway, USA
Ekkehard Sachs
Universitat Trier, Trier, Germany
K. Schittkowski
University of Bayreuth, Bayreuth, Germany
Hubert Schwetlick
Technical University of Dresden, Dresden, Germany
Naum Z. Shor
Ukrainian Academy of Sciences Kiev, Ukraine
Michael V. Solodov
Instituto de Matematica Pura e Aplicada, Rio de Janeiro, Brazil
Tamas Terlaky
McMaster University, Hamilton, Canada
Stefan Ulbrich
Technische Universitat Darmstadt, Germany
Yinyu Ye
Stanford University, Stanford, USA
Ya-xiang Yuan
Chinese Academy of Sciences, Beijing, China
Jian-Zhong Zhang
University of Hong Kong, Hong Kong, China
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