Flow constructing and optimizing method for composite web service based on Q-learning

• Дата: 2025
• Автори: Grishanova, I.Yu., Rogushina, J.V.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2025
• Теми: web service; composition of services; flow; machine learning; UDC 004.8; 005.94
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/767
• Назва журналу: Problems in programming

We propose a method of automated flow generation for the web services composition according to the de fined target state based on reinforcement machine learning. An agent that uses Q-learning gradually accu mulates knowledge about the environment to updates the evaluations of the usefulness of its a...