Advances on Mathematical Modeling and Optimization with Its Applications
商品資訊
ISBN13：9781032479613
出版社：CRC PR INC
作者：Gunjan Mukherjee(EDI)
出版日：2024/03/28
裝訂：精裝
商品簡介
Advances on Mathematical Modeling and Optimization with Its Applications discusses optimization, equality, and inequality constraints and their application in the versatile optimizing domain. It further covers non-linear optimization methods such as global optimization, and gradient-based non-linear optimization, and their applications.
- Discusses important topics including multi-component differential equations, geometric partial differential equations, and computational neural systems.
- Covers linear integer programming and network design problems, along with an application of the mixed integer problems.
- Discusses constrained and unconstrained optimization, equality, and inequality constraints, and their application in the versatile optimizing domain.
- Elucidates the application of statistical models, probability models, and transfer learning concepts.
- Showcases the importance of multi-attribute decision modeling in the domain of image processing and soft computing.
The text is primarily for senior undergraduate, graduate students, and academic researchers in the field of mathematics, statistics, and computer science.
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