Complexity

Modeling, Simulation and Decision-Making of Complex Management Systems


Publishing date
01 Dec 2022
Status
Published
Submission deadline
15 Jul 2022

Lead Editor
Guest Editors

1Southwestern University of Finance and Economics, Chengdu, China

2National University of Singapore, Singapore

3Inner Mongolia University, Huhehaote, China


Modeling, Simulation and Decision-Making of Complex Management Systems

Description

The research objects of the general economic and management field are dynamic and open complex management systems, which have complex forms and characteristics. The boundaries of the resulting management issues are blurred and unclear. Although the problem elements may have certain input and output relationships, there may also be implicit, uncertain, and nonlinear dynamics relationships between the problem elements. Coupled with the complexity of the management environment, the problems of this type of complex management systems are more difficult to describe using structured methods and models. To model and predict the dynamics of these systems, a deep understanding of the complexity of the relationship between the problem elements and the complex external environmental impact is needed. The appropriate unstructured modeling methods can then be developed. Furthermore, the introduction of multiple conflicting objectives of these management systems brings some arising research topics in complex management systems.

The complex characteristics and the blurred management boundaries of complex management systems, as well as the occurrence of different types of emergencies, create great challenges for modeling key performance indexes and management decision-making. Therefore, it is very difficult to perform the integration and synergy analysis of the internal and external environments. Moreover, how to make estimation and prediction on the system state, preventing future possible problems and decision-making effect evaluation is a challenge. In addition, the complexity of multiple conflicting objectives makes the problem more complex when performing systemic analysis.

This Special Issue aims to promote original research in the area of complex systems with a focus on the studies on modeling, simulation, and decision making of complex management systems. The objective of this Special Issue is to publish original research as well as review articles for new modeling and analyzing methods for dynamic complex management systems. We especially welcome the original research of the complex management questions of carbon neutrality, the digital economy, and Industry 4.0, but are not limited to these fields.

Potential topics include but are not limited to the following:

  • Group decision making in complex management systems
  • Deep reinforcement learning for management strategy optimization
  • Deep learning in complex management systems
  • Complex networks in complex management systems
  • Simulation analytics in complex management systems
  • Nonlinear dynamics features in complex management systems
  • Complexity management and performance assessment
  • Quality and reliability management of complex systems
  • New technology for complex financial systems
  • New modeling and optimization methods for complex management systems

Articles

  • Special Issue
  • - Volume 2023
  • - Article ID 9481790
  • - Review Article

Powder Bed Fusion via Machine Learning-Enabled Approaches

Utkarsh Chadha | Senthil Kumaran Selvaraj | ... | S. Dhanalakshmi
  • Special Issue
  • - Volume 2023
  • - Article ID 2701439
  • - Research Article

Extended Framework for Preventive Maintenance Planning: Risk and Behaviour Analysis of a Proposed Optimization Model

Pablo Viveros | Marco Espinoza | ... | Fredy Kristjanpoller
  • Special Issue
  • - Volume 2022
  • - Article ID 4935834
  • - Research Article

Linking Psychological Ownership to Innovative Behaviour in the Workplace: Empirical Evidence from Complex Management Systems in Pakistan

Minhas Mahsud | Hao Jinxing | ... | Mumuni Napari Hanifatu
  • Special Issue
  • - Volume 2022
  • - Article ID 8155929
  • - Research Article

Estimation for Parameters of Life of the Marshall-Olkin Generalized-Exponential Distribution Using Progressive Type-II Censored Data

Ahmed Elshahhat | Abdisalam Hassan Muse | ... | Berihan R. Elemary
  • Special Issue
  • - Volume 2022
  • - Article ID 2767371
  • - Review Article

Directed Energy Deposition via Artificial Intelligence-Enabled Approaches

Utkarsh Chadha | Senthil Kumaran Selvaraj | ... | Dhanalakshmi S
  • Special Issue
  • - Volume 2022
  • - Article ID 8298451
  • - Research Article

Optimal Decision-Making in Chinese Cross-Border Mergers and Acquisitions: A Perspective of Overbidding

Yanping Bao | Chan Lyu | ... | Jun Lian
  • Special Issue
  • - Volume 2022
  • - Article ID 5288187
  • - Research Article

Codes over Lattice-Valued Intuitionistic Fuzzy Set Type-3 with Application to the Complex DNA Analysis

Asra Riaz | Sajida Kousar | ... | Gezahagne Mulat Addis
  • Special Issue
  • - Volume 2022
  • - Article ID 5043058
  • - Research Article

Multiobjective Parallel Algorithms for Solving Biobjective Open Shop Scheduling Problem

Seyed Hassan Shams Lahroudi | Farzaneh Mahalleh | Seyedsaeid Mirkamali
  • Special Issue
  • - Volume 2022
  • - Article ID 2400751
  • - Research Article

Research on the Vulnerability of Government Procurement of Elderly Care Services: A Complex Network Perspective

Yuting Zhang | Lan Xu | Zhengnan Lu
  • Special Issue
  • - Volume 2022
  • - Article ID 3688381
  • - Research Article

Estimating Performance Efficiency of Mining and Extracting Sectors Using DEA Models: The Case of Jordan

Jamil J. Jaber | Fatiha Beldjilali | ... | S. Al Wadi
Complexity
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Acceptance rate11%
Submission to final decision120 days
Acceptance to publication21 days
CiteScore4.400
Journal Citation Indicator0.720
Impact Factor2.3
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