Neural Network Optimization Based on Complex Network Theory: A Survey
Mathematics, 2023 Complex network science is an interdisciplinary field of study based on graph theory, statistical mechanics, and data science. With the powerful tools now available in complex network theory for the study of network topology, it is obvious that complex ...
Daewon Chung, Insoo Sohn
doaj +4 more sources
Assessment and solutions for vulnerability of urban rail transit network based on complex network theory: A case study of Chongqing. [PDF]
HeliyonAs a typical complex network system, the operating environment of rail transit network (RTN) is complex and demanding. This study aims to accurate assess the weaknesses and vulnerability of RTN, which is crucial for ensuring its smooth operation.
Song J, Ding J, Gui X, Zhu Y.
europepmc +3 more sources
Understanding Safety Performance of Prefabricated Construction Based on Complex Network Theory
Applied Sciences, 2022 With the rapid expansion of prefabricated construction in China, significant changes in safety performance are still unapparent for numerous prefabricated constructions, and safety accidents are constantly exposed in public. The ignorance of interactions
Liangliang Song +3 more
doaj +4 more sources
The application of complex network theory for resilience improvement of knowledge-intensive supply chains [PDF]
Oper Manag Res, 2023 With frequent political conflicts and public health emergencies, global supply chains are constantly under risk interference, significantly reducing supply chain resilience (SCR), especially for the knowledge-intensive supply chains (KISCs).
Chen J, Wen H.
europepmc +2 more sources
Ecological Network Optimization in Urban Central District Based on Complex Network Theory: A Case Study with the Urban Central District of Harbin. [PDF]
Int J Environ Res Public Health, 2021 Habitat destruction and declining ecosystem service levels caused by urban expansion have led to increased ecological risks in cities, and ecological network optimization has become the main way to resolve this contradiction.
Song S, Xu D, Hu S, Shi M.
europepmc +2 more sources
Entropy, 2017 In traditional information technology project portfolio management (ITPPM), managers often pay more attention to the optimization of portfolio selection in the initial stage. In fact, during the portfolio implementation process, there are still issues to
Qin Wang, Guangping Zeng, Xuyan Tu
doaj +4 more sources
Reliability assessment of integrated energy systems based on complex network theory
Engineering Reports, 2023 As integrated energy systems (IES) continue to undergo development and advancement, the degree of coupling between subsystems and their complexity are also on the rise, posing a challenge for the reliability assessment of such systems.
Hua Pan +4 more
doaj +2 more sources
Energies, 2023 The increasing factors of uncertainty faced by the system are due to the deep coupling of the electric power cyber network and the physical network. Consequently, ensuring the efficient, secure, and stable operation of the cyber–physical power system ...
Xiaoguang Wei, Tianlei Zang
exaly +2 more sources
Topology Analysis of Natural Gas Pipeline Networks Based on Complex Network Theory
Energies, 2022 With the improvement of natural gas network interconnection, the network topology becomes increasingly complex. The significance of analyzing topology is gradually becoming prominent, and a systematic analysis method is required.
Zhiping Li, Heng Ye, Guangyue Li
exaly +2 more sources
Analysis of the air cargo transport network using a complex network theory perspective
Transportation Research, Part E: Logistics and Transportation Review, 2020 In this paper, we present a complex network analysis of the air transport network using the air cargo, instead of the passenger, perspective. To the best of our knowledge, this is the first work where a global cargo network comprising passenger airlines,
Alessandro Bombelli +2 more
exaly +2 more sources