
Optimization algorithms — classics and recent advances
Type of periodical: Monographies
Publication types: Printed edition
Section: Mathematics
Publication date: 2024
Editors: M. Andriychuk, A. Sadollah (Eds)
Summary: Monograph is devoted to developing algorithm theory and exploring the use of different optimization algorithms for solving various problems in pure science, applied physics, and information technology. The book consists of two sections. The first focuses on developing abstract algorithms with subsequent applications to real-world optimization problems. It discusses optimization problems based on partial differential equations, canonical polyadic decomposition, variational approach, and ant colony optimization, which are discussed here. The second section presents problems related to optimization in information technologies. Chapters in this section address the utilization of optimization algorithms to solve problems of reducing computation time and computer memory, reducing kernel mechanism processing time in multimedia authoring tools, arranging access optimization for special applications, and minimizing resources for solving vehicle routing problems.
ISBN 978-1- 83769-180-7 (print) ; 978-1-83769-181-4 (online)
Responsible institutions: Pidstryhach Institute for Applied Problems of Mechanics and Mathematics of the NAS of Ukraine et al.
Published: London : Intech Open
Size in pages: 230
