Discrete Dynamics in Nature and Society

Advanced Multi-Criteria Decision Making for Complex Production Systems under Uncertain Information


Publishing date
01 Oct 2022
Status
Published
Submission deadline
10 Jun 2022

Lead Editor

1Beijing University of Technology, Beijing, China

2Balikesir University, Balikesir, Turkey


Advanced Multi-Criteria Decision Making for Complex Production Systems under Uncertain Information

Description

To cope with the increasing complexity of the production process, production planning and control systems have evolved over many years from the original material requirement planning system to today’s advanced planning systems. In such a planning system, managing the complexity is always a pertinent issue, which impacts the overall robustness and adaptivity of the output. The complexity may reside in the production system or result from characteristics or events outside the system. The former is technological complexity, which is related to the inherent complexity of the system and its technologies for both products and systems. The latter is environmental complexity, which describes the coordination between the system and related industries or customers, e.g., raw material supplier and retailer.

Environmental complexity involves a huge amount of uncertain information, which poses a great challenge to the production systems. Multi-criteria Decision Making (MCDM) techniques have been utilized to improve the performance of the complex production system and thereby increase economic growth. While MCDM techniques have already made a significant contribution to complex production systems, it seems the uncertain environment is significantly different from other complexity issues in terms of their dynamic nature, global scale and criticality. How do technological complexity and environmental complexity influence each other? Are there any ways to mitigate the uncertainty? Do we have any comprehensive plan to predict the production system performance under uncertain information by using machine learning-based MCDM? How can models help us minimize economic impacts resulting from the complexity?

This Special Issue aims to publish rigorous research based on the application of advanced MCDM techniques to complex production systems under uncertain information. Original research and review articles are welcome.

Potential topics include but are not limited to the following:

  • Advanced MCDM approaches for real-world production planning problems
  • Efficient computational methods for solving new mathematical models under uncertainty
  • Emergent MCDM techniques for modeling the uncertain factors
  • Identification of interactive relationships between technological complexity and environmental complexity
  • Modeling dynamics of production systems based on discrete MCDM
  • Production system performance prediction using machine learning techniques
  • Production system optimization modeling using machine learning-based MCDM

Articles

  • Special Issue
  • - Volume 2024
  • - Article ID 9795432
  • - Retraction

Retracted: Construction and Application of College English Blended Teaching System Based on Multidata Fusion

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9869785
  • - Retraction

Retracted: Key Frame Extraction Method for Minors’ Participation in Online Short-Form Video from the Perspective of Government Administration

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9812504
  • - Retraction

Retracted: Design of Moral Education Management System for Higher Vocational Students Based on Multisource Sensing Data Fusion

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9813570
  • - Retraction

Retracted: Can Swimming Teaching Prevent Drowning? An Experimental Study of Children in China

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9786837
  • - Retraction

Retracted: Deep Learning-Based Detection and Identification Method for Sports Health Video Dissemination

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9763672
  • - Retraction

Retracted: 3D Video Analysis and Its Application in Developmental and Educational Psychology Teaching

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9791418
  • - Retraction

Retracted: Characteristics Analysis of Mental Health Data of College Students Based on Convolutional Neural Network and TOPSIS Evaluation Model

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9856106
  • - Retraction

Retracted: Sentiment Analysis of International and Foreign Chinese-Language Texts with Multilevel Features

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2024
  • - Article ID 9818416
  • - Retraction

Retracted: Seismic Performance Analysis of Steel Truss Coal Conveying Trestle Based on Multisensor Data Fusion

Discrete Dynamics in Nature and Society
  • Special Issue
  • - Volume 2023
  • - Article ID 9824727
  • - Retraction

Retracted: How to Evaluate the Efficiency of Green Economy and Its Regional Differences: Evidence from China

Discrete Dynamics in Nature and Society
Discrete Dynamics in Nature and Society
 Journal metrics
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Acceptance rate11%
Submission to final decision137 days
Acceptance to publication20 days
CiteScore2.000
Journal Citation Indicator0.410
Impact Factor1.4
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