Numerical Optimization in Honor of the 60th Birthday of Marko M. Mäkelä

Dear Colleagues,

Numerical optimization is a branch of mathematical and numerical analysis. In practice, every problem in science, engineering, economics, medicine, and machine learning (to name a few) can be formulated as an optimization problem. However, not all optimization problems are alike. Each problem possesses unique characteristics, such as a special structure of the objective, continuous/discrete variables, various constraints, or the multiobjective nature of the problem that requires specialized tools and techniques to be tackled effectively. By recognizing and understanding these distinctive characteristics, we can unlock the full potential of optimization and develop powerful, efficient numerical methods.

To advance the field of numerical optimization, this Special Issue aims to bring together state-of-the-art techniques and methods. We invite innovative submissions from all areas of numerical optimization and beyond, with a specific focus on the research interests of Prof. Marko M. Mäkelä. These interests encompass numerical methods for nonsmooth nonconvex optimization, including DC optimization, multiobjective optimization, mixed integer nonlinear programming, and global optimization, as well as the theoretical foundations supporting these methods. Additionally, we are interested in applications within these fields, especially those emerging in the industry.

Dr. Sona Taheri
Dr. Kaisa Joki
Dr. Napsu Karmitsa
Guest Editors

Manuscript Submission Information

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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. Algorithms 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 1800 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.