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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出版商出版的專業(yè)工程技術(shù)期刊,該刊創(chuàng)刊于1991年,刊期Quarterly,該刊已被國(guó)際權(quán)威數(shù)據(jù)庫(kù)SCIE收錄。在中科院最新升級(jí)版分區(qū)表中,該刊分區(qū)信息為大類學(xué)科:工程技術(shù) 3區(qū),小類學(xué)科:計(jì)算機(jī):軟件工程 4區(qū);應(yīng)用數(shù)學(xué) 4區(qū);運(yùn)籌學(xué)與管理科學(xué) 4區(qū);在JCR(Journal Citation Reports)分區(qū)等級(jí)為Q2。該刊發(fā)文范圍涵蓋計(jì)算機(jī):軟件工程等領(lǐng)域,旨在及時(shí)、準(zhǔn)確、全面地報(bào)道國(guó)內(nèi)外計(jì)算機(jī):軟件工程工作者在該領(lǐng)域取得的最新研究成果、工作進(jìn)展及學(xué)術(shù)動(dòng)態(tài)、技術(shù)革新等,促進(jìn)學(xué)術(shù)交流,鼓勵(lì)學(xué)術(shù)創(chuàng)新。2021年影響因子為1.832,平均審稿速度約9.0個(gè)月。
大類學(xué)科 | 分區(qū) | 小類學(xué)科 | 分區(qū) | Top期刊 | 綜述期刊 |
工程技術(shù) | 3區(qū) | COMPUTER SCIENCE, SOFTWARE ENGINEERING 計(jì)算機(jī):軟件工程 MATHEMATICS, APPLIED 應(yīng)用數(shù)學(xué) OPERATIONS RESEARCH & MANAGEMENT SCIENCE 運(yùn)籌學(xué)與管理科學(xué) | 3區(qū) 3區(qū) 3區(qū) | 否 | 否 |
JCR分區(qū)等級(jí) | JCR所屬學(xué)科 | 分區(qū) | 影響因子 |
Q2 | MATHEMATICS, APPLIED | Q2 | 1.832 |
COMPUTER SCIENCE, SOFTWARE ENGINEERING | Q3 | ||
OPERATIONS RESEARCH & MANAGEMENT SCIENCE | Q3 |
影響因子 | h-index | Gold OA文章占比 | 研究類文章占比 | OA開(kāi)放訪問(wèn) | 平均審稿速度 |
1.832 | 52 | 7.48% | 100.00% | 未開(kāi)放 | 約9.0個(gè)月 |