Advances in Machine Learning and Mathematical Modeling for Optimization Problems

• Otros Autores: Rivest, Francois (Editor), Chehri, Abdellah (Editor)
• Formato: Electrónico Capítulo de libro
• Lenguaje: inglés
• Publicado: MDPI - Multidisciplinary Digital Publishing Institute 2023
• Materias: Research & information: general; Mathematics & science; machine learning; deep reinforcement learning; evolutionary computation; artificial neural networks (ANNs); end-to-end learning; feature selection; statistical learning; convex minimization problems; optimization problems; decision theory; traveling salesman problem; resource allocation; vehicle routing problem; pickup and delivery
• Acceso en línea: DOAB: download the publication; DOAB: description of the publication

Machine learning and deep learning have made tremendous progress over the last decade and have become the de facto standard across a wide range of image, video, text, and sound processing domains, from object recognition to image generation. Recently, deep learning and deep reinforcement learning ha...