Optimization and Learning: 5th International Conference, OLA 2022, Syracuse, Sicilia, Italy, July 18-20, 2022, Proceedings

This book presents the refereed proceedings of the 5th International Conference on Optimization and Learning, OLA 2022, which includes 19 full papers on optimization and learning techniques, logistics, and applications.

Format: Paperback / softback
Length: 253 pages
Publication date: 11 December 2022
Publisher: Springer International Publishing AG

The 5th International Conference on Optimization and Learning (OLA 2022) was held in Syracuse, Sicily, Italy, in July 2022, and this book serves as the official proceedings of the conference. The conference featured a total of 19 full papers, which were meticulously reviewed and chosen from a pool of 52 submissions. These papers are organized into four topical sections: Optimization and Learning, Novel Optimization Techniques, Logistics, and Applications.

Optimization and Learning:
This section encompasses papers that explore various aspects of optimization and learning, including algorithms, techniques, and applications in fields such as machine learning, artificial intelligence, and operations research. The papers in this section present innovative solutions and theoretical developments in optimization, with a focus on improving performance, efficiency, and accuracy.

Novel Optimization Techniques:
The Novel Optimization Techniques section showcases papers that introduce new and innovative optimization techniques, methods, and algorithms. These papers aim to address challenging optimization problems and provide efficient solutions that can be applied in real-world scenarios. The techniques covered in this section include evolutionary algorithms, metaheuristics, and deep learning.

Logistics:
The Logistics section focuses on the application of optimization and learning techniques in logistics and supply chain management. The papers in this section address issues such as inventory management, routing, scheduling, and transportation optimization, with a goal of improving operational efficiency and reducing costs.

Applications:
The Applications section presents papers that demonstrate the practical use of optimization and learning techniques in various fields, such as energy systems, healthcare, finance, and transportation. The papers in this section showcase how optimization algorithms and machine learning models can be applied to solve complex problems and improve decision-making processes.

In conclusion, the 5th International Conference on Optimization and Learning (OLA 2022) brought together experts from around the world to discuss and explore the latest advancements in optimization and learning. The conference featured a diverse range of papers that covered a wide range of topics, from theoretical developments to practical applications. The proceedings of the conference provide valuable insights and knowledge to researchers, practitioners, and students in the field of optimization and learning.

Weight: 415g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031220388
Edition number: 1st ed. 2022