Deep reinforcement learning for the real-time inventory rack storage assignment and replenishment problem

Authors: Sander Teck, Tú San Phạm, Louis-Martin Rousseau, Pieter Vansteenwegen

Source: European Journal of Operational Research. 327:606-622

Subject Terms: Optimization and Search Problems, Computer Networks and Communications, Advanced Manufacturing and Logistics Optimization, Scheduling and Optimization Algorithms, Industrial and Manufacturing Engineering

Learning to enumerate shifts for large-scale flexible personnel scheduling problems

Authors: Farin Rastgar-Amini, Claudio Contardo, Guy Desaulniers, Maxime Gasse

Source: Journal of Scheduling. 28:425-443

Subject Terms: Scheduling and Timetabling Solutions, Scheduling and Optimization Algorithms, Management Science and Operations Research, Assembly Line Balancing Optimization, Industrial and Manufacturing Engineering

Access URL: https://publications.polymtl.ca/65949/
https://doi.org/10.1007/s10951-025-00844-1

Coordination of electrical drilling machines in open-pit mines: a constraint programming approach

Subject Terms: Mining Techniques and Economics, Control and Systems Engineering, Mechanical Engineering, Scheduling and Optimization Algorithms, Industrial and Manufacturing Engineering, Belt Conveyor Systems Engineering

Access URL: https://publications.polymtl.ca/69106/

Learning-Based Approach to Integrated Operational Optimization Problems in Robot-Assisted Multistation Warehouse Systems

Authors: Ziyan Zhao, Bingchen Cao, Jiaqi Liang, Shixin Liu, Mengchu Zhou

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems. :1-13

Subject Terms: Mechanical Engineering, Advanced Manufacturing and Logistics Optimization, Modular Robots and Swarm Intelligence, Scheduling and Optimization Algorithms, Industrial and Manufacturing Engineering

Access URL: https://publications.polymtl.ca/68397/
https://doi.org/10.1109/tsmc.2025.3598298

Code and Data Repository for Learning-Based Online Optimization for Autonomous Mobility-on-Demand Fleet Control

Authors: Kai Jungel, Axel Parmentier, Maximilian Schiffer, Thibaut Vidal

Source: INFORMS Journal on Computing.

Subject Terms: Transportation and Mobility Innovations, Automotive Engineering, Scheduling and Optimization Algorithms, Industrial and Manufacturing Engineering

Access URL: https://publications.polymtl.ca/66076/
https://doi.org/10.1287/ijoc.2024.0637.cd

Shaping Reward Signals in Reinforcement Learning Using Constraint Programming

Authors: Chao Yin, Quentin Cappart, Gilles Pesant

Source: Lecture Notes in Computer Science ISBN: 9783031959752

Subject Terms: Reinforcement Learning in Robotics, Computer Networks and Communications, Artificial Intelligence, Constraint Satisfaction and Optimization, Scheduling and Optimization Algorithms, Industrial and Manufacturing Engineering

Adaptive scheduling of optimization algorithms in the construction of interpolative fuzzy systems

Authors: Balazs, Krisztian, Koczy, Laszlo T.

Source: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) Fuzzy Systems (FUZZ), 2013 IEEE International Conference on. :1-7 Jul, 2013

Relation: 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)

Constructing dense fuzzy systems by adaptive scheduling of optimization algorithms

Authors: Balazs, Krisztian, Koczy, Laszlo T.

Source: 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS) IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint. :280-285 Jun, 2013

Relation: 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS)

On Specifying an Information Management Tool to Support Manufacturing Process Planning in Aerospace: A Case Study

Authors: M. A. El Hani, Clement Fortin, Louis Rivest

Source: Volume 3: 26th Computers and Information in Engineering Conference. :143-151

Subject Terms: Management of Technology and Innovation, Manufacturing Process and Optimization, Scheduling and Optimization Algorithms, Product Development and Customization, Industrial and Manufacturing Engineering

Access URL: http://proceedings.asmedigitalcollection.asme.org/proceeding.aspx?articleid=1595199
https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings/IDETC-CIE2006/42578/143/317857
https://espace2.etsmtl.ca/id/eprint/2544/
https://computationalnonlinear.asmedigitalcollection.asme.org/IDETC-CIE/proceedings/IDETC-CIE2006/42578/143/317857
https://proceedings.asmedigitalcollection.asme.org/proceeding.aspx?articleid=1595199
https://publications.polymtl.ca/68227/
https://doi.org/10.1115/detc2006-99231

A Multi-Product Lot-Sizing Model for a Manufacturing Company

Authors: Álvaro Figueroa-Cabrera, Juan A. Gomez-Herrera, John Willmer Escobar

Source: Ingeniería, Investigación y Tecnología. 14:413-419

Subject Terms: bakery process, 0209 industrial biotechnology, Advanced Manufacturing and Logistics Optimization, production planning, programación lineal entera, 0211 other engineering and technologies, Scheduling and Optimization Algorithms, 02 engineering and technology, tamaño de lote multiproducto, Industrial and Manufacturing Engineering, Management Information Systems, integer linear programming, multi-product lot-sizing, Supply Chain and Inventory Management, planeación de la producción, proceso de panadería, inventory control, control de inventario

Access URL: http://www.scielo.org.mx/scielo.php?script=sci_arttext&pid=S1405-77432013000300011&lng=es
http://www.ingenieria.unam.mx/~revistafi/ejemplares/V14N3/V14N3_art11.pdf
https://www.elsevier.es/es-revista-ingenieria-investigacion-tecnologia-104-articulo-a-multi-product-lot-sizing-model-for-S1405774313722546
http://www.journals.unam.mx/index.php/ingenieria/article/view/41964/38095
http://www.revistas.unam.mx/index.php/ingenieria/article/view/41964
http://www.scielo.org.mx/pdf/iit/v14n3/v14n3a11.pdf