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SI DMCM 2023 : SPECIAL ISSUE on Dynamic Modeling and Control methods for the Nonlinear system using Artificial Mathematical Intelligence

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Link: https://www.degruyter.com/journal/key/dema/html#overview
 
When N/A
Where N/A
Submission Deadline Jul 15, 2023
Categories    mathematics   artificial intelligence   machine learning
 

Call For Papers


๐‘บ๐‘ท๐‘ฌ๐‘ช๐‘ฐ๐‘จ๐‘ณ ๐‘ฐ๐‘บ๐‘บ๐‘ผ๐‘ฌ ๐’๐’
๐‘ซ๐’š๐’๐’‚๐’Ž๐’Š๐’„ ๐‘ด๐’๐’…๐’†๐’๐’Š๐’๐’ˆ ๐’‚๐’๐’… ๐‘ช๐’๐’๐’•๐’“๐’๐’ ๐’Ž๐’†๐’•๐’‰๐’๐’…๐’” ๐’‡๐’๐’“ ๐’•๐’‰๐’† ๐‘ต๐’๐’๐’๐’Š๐’๐’†๐’‚๐’“ ๐’”๐’š๐’”๐’•๐’†๐’Ž ๐’–๐’”๐’Š๐’๐’ˆ ๐‘จ๐’“๐’•๐’Š๐’‡๐’Š๐’„๐’Š๐’‚๐’ ๐‘ด๐’‚๐’•๐’‰๐’†๐’Ž๐’‚๐’•๐’Š๐’„๐’‚๐’ ๐‘ฐ๐’๐’•๐’†๐’๐’๐’Š๐’ˆ๐’†๐’๐’„๐’†

This special issue in ๐‘ซ๐‘ฌ๐‘ด๐‘ถ๐‘ต๐‘บ๐‘ป๐‘น๐‘จ๐‘ป๐‘ฐ๐‘ถ ๐‘ด๐‘จ๐‘ป๐‘ฏ๐‘ฌ๐‘ด๐‘จ๐‘ป๐‘ฐ๐‘ช๐‘จ (๐‘ฐ๐‘ญ:2.093) focuses on Dynamic Modeling and Control methods for the Nonlinear system using Artificial Mathematical Intelligence.
In the new era of technologies, the needs for efficient Control Systems are much needed, and it is considered as prime importance to industrial development. A fully automated system, which would help in accurate identification of abnormalities and providing good management among the network of operations. The requirement for machine learning and optimization has become more and more vital to modern systems. Different areas of mathematics were significantly impacted by the development of artificial intelligence. The field of inverse problems, namely imaging science, may have been the first to adopt these cutting-edge techniques. Using these methods, challenging issues like denoising, in painting, super resolution, or (limited-angle) computed tomography have been solved. Thus, a paradigm shift might be seen within a few years, and innovative solutions are often at least partially based on artificial intelligence techniques. It was not immediately clear how artificial intelligence approaches would benefit this field, the field of partial differential equations was significantly slower to adopt these new techniques. In fact, it appears unnecessary to use learning-type techniques because a partial differential equation is a sound mathematical model. However, there has recently been a paradigm shift in this field as well as a result of the discovery that deep neural networks may overcome the dimensionality paradox in high dimensional environments.

During the previous decade, soft computing has emerged as potential candidates for solving complex and intricate global optimization problems, which are otherwise difficult to explain by traditional methods. In present scenario Industrial optimization, Control system applications, and power system application fields have challenging deeds, which are to be unraveled by the researchers. Some Artificial Mathematical Mechanics for Machine Learning and Global Optimization include Artificial Neural Networks, Fuzzy logic, Genetic Algorithms (GA), Differential Evolution (DE), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), Artificial Bee Colony (ABC), Firefly Algorithm (FFA) algorithm, etc., are the methods have been successfully applied to a wide range of benchmark and real-world application problems.

This special issue is an ideal platform for the researchers to come out with innovative ideas and approaches in the area of Nonlinear Control Methods for emerging Artificial Mathematical techniques. This issue gains much importance since it directly affects many fields of society. Our issue seeks to bring forward and highlight the challenges in AI based mathematical Computing and Analytics on a control system, which would help for the smart enhancement in many applications used for human welfare.


SCOPE OF THE SPECIAL ISSUE

1. Nonlinear computing based AMI system.
2. Artificial Intelligence based system modeling.
3. Mathematical Modeling of the Nonlinear system.
4. Mathematical Foundations for Arti๏ฌcial Intelligence
5. Fundamental solution for control system modeling.
6. Control Theory and the applications of optimization.
7. Optimization in Stochastic Systems (Continuous or Discrete times).
8. Optimization for the data analytics.
9. Advanced Closed-loop System with intelligent decision methodology.
10. Optimized Scheduling and Nonlinear Methods.
11. Optimization for the system modeling.
12. Optimized Technique for Control System.
13. Machine learning based PID Controller.
14. Non-Linear Processing.
15. Process Optimization.
16. Optimized Industrial Control.
17. Supervised and unsupervised controlling.
18. Effective process control by non-linear processing Mechanics.

The topics mentioned above should be enhanced with any Artificial Intelligence methodologies, should be full mathematical oriented.
Authors are requested to submit their full revised papers complying the general scope of the journal. The submitted papers will undergo the standard peer-review process before they can be accepted. Notification of acceptance will be communicated as we progress with the review process.

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๐™‚๐™๐™€๐™Ž๐™ ๐™€๐˜ฟ๐™„๐™๐™Š๐™๐™Ž

B. Nagaraj, Rathinam Group of Institutions, Coimbatore, India
Danilo Pelusi, Communication Engineering, University of Teramo, Italy
Raffaele Mascella, Communication Engineering University of Teramo, Italy

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๐˜ฟ๐™€๐˜ผ๐˜ฟ๐™‡๐™„๐™‰๐™€

The deadline for submissions is ๐‰๐”๐‹๐˜ ๐Ÿ๐Ÿ“, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฏ, but individual papers will be reviewed and published online on an ongoing basis.

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๐™ƒ๐™Š๐™’ ๐™๐™Š ๐™Ž๐™๐˜ฝ๐™ˆ๐™„๐™

All submissions to the Special Issue must be made electronically via the online submission system Editorial Manager

๐ก๐ญ๐ญ๐ฉ://๐ฐ๐ฐ๐ฐ.๐ž๐๐ข๐ญ๐จ๐ซ๐ข๐š๐ฅ๐ฆ๐š๐ง๐š๐ ๐ž๐ซ.๐œ๐จ๐ฆ/๐๐ž๐ฆ๐š

Please, choose the category โ€œ๐‘บ๐’‘๐’†๐’„๐’Š๐’‚๐’ ๐‘ฐ๐’”๐’”๐’–๐’† ๐’๐’ ๐‘ซ๐’š๐’๐’‚๐’Ž๐’Š๐’„ ๐‘ด๐’๐’…๐’†๐’๐’Š๐’๐’ˆ ๐’‚๐’๐’… ๐‘ช๐’๐’๐’•๐’“๐’๐’ ๐’Ž๐’†๐’•๐’‰๐’๐’…๐’” ๐’‡๐’๐’“ ๐’•๐’‰๐’† ๐‘ต๐’๐’๐’๐’Š๐’๐’†๐’‚๐’“ ๐’”๐’š๐’”๐’•๐’†๐’Ž ๐’–๐’”๐’Š๐’๐’ˆ ๐‘จ๐‘ด๐‘ฐโ€

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๐˜พ๐™Š๐™‰๐™๐˜ผ๐˜พ๐™

๐๐ž๐ฆ๐จ๐ง๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ.๐ž๐๐ข๐ญ๐จ๐ซ๐ข๐š๐ฅ@๐๐ž๐ ๐ซ๐ฎ๐ฒ๐ญ๐ž๐ซ.๐œ๐จ๐ฆ

๐€๐ฌ๐ฌ๐ข๐ฌ๐ญ๐š๐ง๐ญ๐Œ๐š๐ง๐š๐ ๐ข๐ง๐ ๐„๐๐ข๐ญ๐จ๐ซ@๐๐ž๐ ๐ซ๐ฎ๐ฒ๐ญ๐ž๐ซ.๐œ๐จ๐ฆ

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๐™๐™ค๐™ง ๐™ข๐™ค๐™ง๐™š ๐™ž๐™ฃ๐™›๐™ค๐™ง๐™ข๐™–๐™ฉ๐™ž๐™ค๐™ฃ, ๐™ฅ๐™ก๐™š๐™–๐™จ๐™š ๐™ซ๐™ž๐™จ๐™ž๐™ฉ ๐™ค๐™ช๐™ง ๐™ฌ๐™š๐™—๐™จ๐™ž๐™ฉ๐™š.

๐ก๐ญ๐ญ๐ฉ๐ฌ://๐ฐ๐ฐ๐ฐ.๐๐ž๐ ๐ซ๐ฎ๐ฒ๐ญ๐ž๐ซ.๐œ๐จ๐ฆ/๐ฃ๐จ๐ฎ๐ซ๐ง๐š๐ฅ/๐ค๐ž๐ฒ/๐๐ž๐ฆ๐š/

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