Challenges and New Trends in Optimization and Control Theory in the Era of AI: Analysis, Modelling, and Symmetrical Mathematical Methods

Dear Colleagues,

This Special Issue offers an in-depth exploration of optimization and control theory, examining the intricate relationship between traditional methodologies and the burgeoning influence of artificial intelligence (AI). Contributors may delve into the integration of AI techniques with conventional methods, navigating the evolving landscape of optimization and control to harness AI algorithms for improved predictive accuracy and real-time decision-making. With a focus on symmetrical mathematical techniques, the collection spans diverse domains, from fractional and ordinary differential equations to the complexities of biomathematics, providing insightful analyses and innovative modeling approaches.

Within mathematical methods, the exploitation of symmetry serves to reduce computational complexity and derive efficient algorithms. For example, leveraging symmetry in matrix computations can yield faster solutions for linear systems or eigenvalue problems. A comprehensive understanding of both symmetry and asymmetry in mathematical analysis enables researchers and practitioners to approach problem solving and optimization with versatility and effectiveness. This Special Issue serves as a compendium of cutting-edge research, illuminating the challenges and new trends at the intersection of optimization and control theory with the transformative influence of AI. Through rigorous analysis, innovative modeling, and the application of symmetrical mathematical methods, this compilation aims to propel the field toward new frontiers of understanding and practical application.

Dr. Ahmed Aberqi
Dr. Touria Karite
Prof. Dr. Karim El Moutaouakil
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Symmetry is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

• symmetric methods for solving fractional and ordinary differential equations
• fractals and fractional calculus
• PDE: deterministic, stochastic, and fuzzy
• symmetrical/asymmetrical models in biomathematics
• symmetry analysis and methods
• optimization
• control theory
• AI and ML