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.
《Optimization Methods & Software》是一本由TAYLOR & FRANCIS LTD出版商出版的专业工程技术期刊,该刊创刊于1991年,刊期Quarterly,该刊已被国际权威数据库SCIE收录。在中科院最新升级版分区表中,该刊分区信息为大类学科:工程技术 3区,小类学科:计算机:软件工程 4区;应用数学 4区;运筹学与管理科学 4区;在JCR(Journal Citation Reports)分区等级为Q2。该刊发文范围涵盖计算机:软件工程等领域,旨在及时、准确、全面地报道国内外计算机:软件工程工作者在该领域取得的最新研究成果、工作进展及学术动态、技术革新等,促进学术交流,鼓励学术创新。2021年影响因子为1.832,平均审稿速度约9.0个月。
大类学科 | 分区 | 小类学科 | 分区 | Top期刊 | 综述期刊 |
工程技术 | 3区 | COMPUTER SCIENCE, SOFTWARE ENGINEERING 计算机:软件工程 MATHEMATICS, APPLIED 应用数学 OPERATIONS RESEARCH & MANAGEMENT SCIENCE 运筹学与管理科学 | 3区 3区 3区 | 否 | 否 |
JCR分区等级 | JCR所属学科 | 分区 | 影响因子 |
Q2 | MATHEMATICS, APPLIED | Q2 | 1.832 |
COMPUTER SCIENCE, SOFTWARE ENGINEERING | Q3 | ||
OPERATIONS RESEARCH & MANAGEMENT SCIENCE | Q3 |
影响因子 | h-index | Gold OA文章占比 | 研究类文章占比 | OA开放访问 | 平均审稿速度 |
1.832 | 52 | 7.48% | 100.00% | 未开放 | 约9.0个月 |