OPTIM METHOD SOFTW
ISSN：1055-6788 E-ISSN：1029-4937 出版商：Taylor & Francis 国家：ENGLAND 周期：Quarterly
| 收录情况 | h-index：52 CiteScore：3.50 |
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 clear potential for applications and successful applications of specially adapted optimization methods and software to fields like engineering| machine learning| data mining| economics| finance| biology| or medicine. These submissions should not consist solely of the straightforward use of standard optimization techniques.
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