Mathematical Modeling with Modern Applications: M3a24, İstanbul, Türkiye, June 4-6, 2024
暫譯: 現代應用數學建模:M3a24,土耳其伊斯坦堡,2024年6月4-6日
Jbilou, Khalide, Hached, Mustapha, Maniar, Lahcen
相關主題
商品描述
his book contains selected, peer-reviewed articles presented at the International Conference on Mathematical Modeling and Modern Applications (M3A_24), held in Istanbul, Türkiye, on June 4-6 2024. The selected articles are all real-life problem oriented and present numerical methods from the following fields: partial differential equations, approximation, applied linear and multilinear algebra, probability and statistics, artificial intelligence and deep learning. The developed tools are of special interest for understanding and taking an active part into the challenges posed by the increasing needs of the industry. A special focus is given to the large-scale methods in response to massive amount of data to process in many problems. Each article contains an initial section enabling non-specialists to grasp the issues at stake in the problem under consideration, as well as theoretical reminders and references enabling readers to deepen their understanding. This will enable researchers to present their advances, while at the same time allowing them to be disseminated to industry and students.
商品描述(中文翻譯)
本書包含在2024年6月4日至6日於土耳其伊斯坦堡舉行的國際數學建模與現代應用會議(M3A_24)上發表的經過同行評審的選定文章。這些選定的文章均以現實生活中的問題為導向,並呈現來自以下領域的數值方法:偏微分方程、近似、應用線性及多線性代數、機率與統計、人工智慧及深度學習。所開發的工具對於理解並積極參與行業日益增長的需求所帶來的挑戰具有特別的意義。特別關注於大規模方法,以應對許多問題中需要處理的大量數據。每篇文章都包含一個初步部分,使非專家能夠理解所考慮問題的相關議題,以及理論回顧和參考資料,幫助讀者加深理解。這將使研究人員能夠展示他們的進展,同時也能將其傳播給業界和學生。