A critical analysis of job shop scheduling in context of industry 4.0

RA Liaqait, S Hamid, SS Warsi, A Khalid - Sustainability, 2021 - mdpi.com
Scheduling plays a pivotal role in the competitiveness of a job shop facility. The traditional
job shop scheduling problem (JSSP) is centralized or semi-distributed. With the advent of …

A robust service composition and optimal selection method for cloud manufacturing

B Yang, S Wang, S Li, T ** - International Journal of Production …, 2022 - Taylor & Francis
During the process of cloud manufacturing, various uncertainties in the real world could
have a significant impact on the smooth execution of task, and could render the planned …

[HTML][HTML] Research on collaborative scheduling of multiple projects of prefabricated building based on the niche genetic-raccoon family optimization algorithm

Y Song, J Wang, J Lu, X Si - Alexandria Engineering Journal, 2023 - Elsevier
Buildings where part or all of the components are prefabricated in a factory, then transported
to the construction site and assembled through reliable connections, are called …

Two-machine job-shop scheduling problem to minimize the makespan with uncertain job durations

YN Sotskov, NM Matsveichuk, VD Hatsura - Algorithms, 2019 - mdpi.com
We study two-machine shop-scheduling problems provided that lower and upper bounds on
durations of n jobs are given before scheduling. An exact value of the job duration remains …

Resilience-Based Surrogate Robustness Measure and Optimization Method for Robust Job-Shop Scheduling

S **ao, Z Wu, H Dui - Mathematics, 2022 - mdpi.com
This paper addresses the robust job-shop scheduling problems (RJSSP) with stochastic
deteriorating processing times by considering the resilience of the production schedule. To …

Schedule execution for two-machine job-shop to minimize makespan with uncertain processing times

YN Sotskov, NM Matsveichuk, VD Hatsura - Mathematics, 2020 - mdpi.com
This study addresses a two-machine job-shop scheduling problem with fixed lower and
upper bounds on the job processing times. An exact value of the job duration remains …

Mathematical model and evaluation function for conflict-free warranted makespan minimization of mixed blocking constraint job-shop problems

C Sauvey, W Trabelsi, N Sauer - Mathematics, 2020 - mdpi.com
In this paper, we consider a job-shop scheduling problem with mixed blocking constraints.
Contrary to most previous studies, where no blocking or only one type of blocking constraint …

Modeling and solving scheduling problem with m uniform parallel machines subject to unavailability constraints

J Kaabi - Algorithms, 2019 - mdpi.com
The problem investigated in this paper is scheduling on uniform parallel machines, taking
into account that machines can be periodically unavailable during the planning horizon. The …

Empirical Study of Data-Driven Evolutionary Algorithms in Noisy Environments

D Lin, H Huang, X Li, Y Gong - Mathematics, 2022 - mdpi.com
For computationally intensive problems, data-driven evolutionary algorithms (DDEAs) are
advantageous for low computational budgets because they build surrogate models based …

Simulation-optimization with machine learning applied to production planning and scheduling-case: semiconductor manufacturing

A Ghasemi - 2021 - researchrepository.ul.ie
Industry 4.0, which may eventually represent a fourth industrial revolution, is a complex
technological system that has been widely discussed and researched, hav ing a great …