期刊簡介預(yù)計(jì)審稿時(shí)間： 約9.0個(gè)月

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.

優(yōu)化方法與軟件

發(fā)表關(guān)于優(yōu)化方法理論和實(shí)現(xiàn)最新發(fā)展的同行評審論文，特別強(qiáng)調(diào)軟件開發(fā)與算法設(shè)計(jì)之間的接口。

主題包括：

線性、非線性、離散、隨機(jī)優(yōu)化和最優(yōu)控制的算法和計(jì)算機(jī)代碼的理論、實(shí)現(xiàn)和性能評估。這尤其包括通過確定性或非確定性算法進(jìn)行的圓錐、半正定、混合整數(shù)、網(wǎng)絡(luò)、非光滑、多目標(biāo)和全局優(yōu)化。

用于互補(bǔ)、變分不等式和平衡問題的算法和軟件，以及用于解決逆問題、非線性方程組和參數(shù)相關(guān)算子的數(shù)值研究的算法和軟件。

高效和用戶友好實(shí)現(xiàn)的各個(gè)方面：例如自動微分、大規(guī)模并行優(yōu)化、分布式計(jì)算、在線算法、誤差敏感性和有效性分析、問題擴(kuò)展、停止標(biāo)準(zhǔn)和符號數(shù)字接口。

具有明顯應(yīng)用潛力的理論研究，以及將特別調(diào)整的優(yōu)化方法和軟件成功應(yīng)用于工程、機(jī)器學(xué)習(xí)、數(shù)據(jù)挖掘、經(jīng)濟(jì)學(xué)、金融、生物學(xué)或醫(yī)學(xué)等領(lǐng)域。這些提交不應(yīng)僅包括標(biāo)準(zhǔn)優(yōu)化技術(shù)的直接使用。

《Optimization Methods & Software》(優(yōu)化方法和軟件)編輯部通訊方式為TAYLOR & FRANCIS LTD, 4 PARK SQUARE, MILTON PARK, ABINGDON, ENGLAND, OXON, OX14 4RN。如果您需要協(xié)助投稿或潤稿服務(wù)，您可以咨詢我們的客服老師。我們專注于期刊咨詢服務(wù)十年，熟悉發(fā)表政策，可為您提供一對一投稿指導(dǎo)，避免您在投稿時(shí)頻繁碰壁，節(jié)省您的寶貴時(shí)間，有效提升發(fā)表機(jī)率，確保SCI檢索（檢索不了全額退款）。我們視信譽(yù)為生命，多方面確保文章安全保密，在任何情況下都不會泄露您的個(gè)人信息或稿件內(nèi)容。