Artificial intelligence in supply chain management: theory and applications

H Min - International Journal of Logistics: Research and …, 2010 - Taylor & Francis
Artificial intelligence (AI) was introduced to develop and create “thinking machines” that are
capable of mimicking, learning, and replacing human intelligence. Since the late 1970s, AI …

Applications of agent-based systems in intelligent manufacturing: An updated review

W Shen, Q Hao, HJ Yoon, DH Norrie - Advanced engineering …, 2006 - Elsevier
Agent technology has been recognized as a promising paradigm for next generation
manufacturing systems. Researchers have attempted to apply agent technology to …

A research survey: review of AI solution strategies of job shop scheduling problem

B Çaliş, S Bulkan - Journal of Intelligent Manufacturing, 2015 - Springer
This paper focus on artificial intelligence approaches to NP-hard job shop scheduling (JSS)
problem. In the literature successful approaches of artificial intelligence techniques such as …

Agent-based distributed manufacturing process planning and scheduling: a state-of-the-art survey

W Shen, L Wang, Q Hao - IEEE Transactions on Systems, Man …, 2006 - ieeexplore.ieee.org
Manufacturing process planning is the process of selecting and sequencing manufacturing
processes such that they achieve one or more goals and satisfy a set of domain constraints …

Flexible job-shop scheduling/rescheduling in dynamic environment: a hybrid MAS/ACO approach

S Zhang, TN Wong - International Journal of Production Research, 2017 - Taylor & Francis
In real-world manufacturing, disruptions are often encountered during the execution of a
predetermined schedule, leading to the degradation of its optimality and feasibility. This …

Dynamic shopfloor scheduling in multi-agent manufacturing systems

TN Wong, CW Leung, KL Mak, RYK Fung - Expert Systems with …, 2006 - Elsevier
This paper is on the development of an agent-based approach for the dynamic integration of
the process planning and scheduling functions. In consideration of the alternative processes …

Integrated process planning and scheduling: an enhanced ant colony optimization heuristic with parameter tuning

S Zhang, TN Wong - Journal of Intelligent Manufacturing, 2018 - Springer
This study develops an enhanced ant colony optimization (E-ACO) meta-heuristic to
accomplish the integrated process planning and scheduling (IPPS) problem in the job-shop …

Integration of agent technology into manufacturing enterprise: A review and platform for industry 4.0

MK Adeyeri, K Mpofu… - … conference on industrial …, 2015 - ieeexplore.ieee.org
Agent paradigm is a technology recognized as potent tool for the 21 st century
manufacturing system. Researches are on-going in the applications of agent technology to …

An agent-based negotiation approach to integrate process planning and scheduling

TN Wong, CW Leung, KL Mak… - International journal of …, 2006 - Taylor & Francis
This paper presents the development of an agent-based negotiation approach to integrate
process planning and scheduling (IPPS) in a job shop kind of flexible manufacturing …

Multiagent scheduling method with earliness and tardiness objectives in flexible job shops

Z Wu, MX Weng - IEEE Transactions on Systems, Man, and …, 2005 - ieeexplore.ieee.org
Flexible job-shop scheduling problems are an important extension of the classical job-shop
scheduling problems and present additional complexity. Such problems are mainly due to …