A review of applications of genetic algorithms in operations management

CKH Lee - Engineering Applications of Artificial Intelligence, 2018 - Elsevier
Many decisions in operations management (OM) belong to the class of Non-deterministic
Polynomial hard problems and thus heuristic search methods have been applied to improve …

Blockchained smart contract pyramid-driven multi-agent autonomous process control for resilient individualised manufacturing towards Industry 5.0

J Leng, W Sha, Z Lin, J Jing, Q Liu… - International Journal of …, 2023 - Taylor & Francis
The production control for the mass individualisation paradigm of R&D-stage products is
challenging due to the mix-flow and frequently-disturbed environment. With the convergence …

[HTML][HTML] Integrated process planning and scheduling in networked manufacturing systems for I4. 0: a review and framework proposal

MLR Varela, GD Putnik, VK Manupati… - Wireless …, 2021 - Springer
Integrated process planning and scheduling in networked manufacturing systems plays a
crucial role nowadays and in the forthcoming context of Industry 4.0 to enable effective and …

A two-stage solution method based on NSGA-II for Green Multi-Objective integrated process planning and scheduling in a battery packaging machinery workshop

X Wen, K Wang, H Li, H Sun, H Wang, L Jin - Swarm and Evolutionary …, 2021 - Elsevier
Abstract Integrated Process Planning and Scheduling (IPPS) problem is an urgent problem
to be solved in manufacturing system. In green manufacturing mode, there are also some …

Intelligent E-commerce logistics platform using hybrid agent based approach

AV Barenji, WM Wang, Z Li… - … Research Part E: Logistics …, 2019 - Elsevier
This paper proposes a hybrid agent-based approach for the scheduling and synchronization
of e-commerce logistics parks (EcLP). This is accomplished by integrating intelligent …

An effective hybrid genetic algorithm and variable neighborhood search for integrated process planning and scheduling in a packaging machine workshop

X Li, L Gao, Q Pan, L Wan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Process planning and scheduling are modeled sequentially in the traditional manufacturing
system. However, because of their complementarity, the increasing need to integrate them …

Survey on computer-aided process planning

Y Yusof, K Latif - The international journal of advanced manufacturing …, 2014 - Springer
Computer-aided process planning (CAPP) is the application of the computer to assist
process planners in the planning functions. It is considered as the key technology for …

Multiobjective evolutionary algorithm for manufacturing scheduling problems: state-of-the-art survey

M Gen, L Lin - Journal of Intelligent Manufacturing, 2014 - Springer
Scheduling is an important tool for a manufacturing system, where it can have a major
impact on the productivity of a production process. In order to find an optimal solution to …

Address business crisis caused by COVID‐19 with collaborative intelligent manufacturing technologies

W Shen, C Yang, L Gao - IET Collaborative Intelligent …, 2020 - Wiley Online Library
While COVID‐19 has affected the daily life of almost everyone around the world, it has also
caused major disturbances to the global economy and to the operations of many businesses …

Improved genetic algorithm based on multi-layer encoding approach for integrated process planning and scheduling problem

X Wen, Y Qian, X Lian, Y Zhang, H Wang… - Robotics and Computer …, 2023 - Elsevier
Integrated process planning and scheduling (IPPS) is of great significance for modern
manufacturing enterprises to achieve high efficiency in manufacturing and maximize …