Advances in Machine Learning and Mathematical Modeling for Optimization Problems

• Other Authors: Rivest, Francois (Editor), Chehri, Abdellah (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2023
• Subjects: 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
• Online Access: 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...