The V edition of the International Conference on Optimization, Learning Algorithms and Applications (OL2A 2025) will provide a forum where academic scientists, researchers and research scholars will have the opportunity to exchange and share their experiences and research results on the challenges of optimization and learning methods and their applications.

Submission Guidelines

All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome:

• Full papers should be in English. The paper should have between 12 to 16 pages and the file size should not exceed 5 Megabytes.

List of Topics

• Learning Theory
• Optimization Theory
• Linear Optimization Algorithms
• Nonlinear Optimization Algorithms
• Population-based Algorithms
• Evolutionary-based Algorithms
• Metaheuristic Optimization
• Multi-objective Optimization
• Mixed-integer Optimization
• Integer Programing
• Semi-infinite Programming
• Dynamic Programming
• Stochastic Programming
• Uncertain Programming
• Optimization in Control Systems
• Big Data and AI
• Learning Algorithms
• Machine Learning and Soft Computing
• Deep Learning Algorithms
• Clustering and Classification Algorithms
• Prediction Algorithms
• Prediction Mathematical Models
• Engineering (or other) Applications using Learning or Optimization Methods
• Engineering Education using Learning or Optimization Methods

Publication

OL2A 2025 proceedings are papers accepted, registered and presented in the OL2A Conference.  OL2A 2025 proceedings will be published by Springer-Verlag in Communications in Computer and Information Science (CCIS) and Scopus/WoS indexation. 

If your paper is one of the 25% of the conference's best papers, you can submit your extended version (60% of which should contain new results) to the Special Issue "Trends on Optimization, Learning Algorithms and Applications " of Springer Nature Computer Science Journal.

Venue

The conference will be held in Sestri Levante, Genoa, Italy and Online

Contact

All questions about submissions should be emailed to ol2a@ipb.pt

Sponsors