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Current network applications, such as utility networks (gas, water, electricity, and 4G/5G), the Internet of Things (IoT), social networks, and supply chains, are all based on binary state networks. Reliability is one of the most commonly…

网络与互联网体系结构 · 计算机科学 2022-07-04 Wei-Chang Yeh

Network structures and models have been widely adopted, e.g., for Internet of Things, wireless sensor networks, smart grids, transportation networks, communication networks, social networks, and computer grid systems. Network reliability is…

数据结构与算法 · 计算机科学 2020-04-20 Wei-Chang Yeh

Everyday life is driven by various network, such as supply chains for distributing raw materials, semi-finished product goods, and final products; Internet of Things (IoT) for connecting and exchanging data; utility networks for…

网络与互联网体系结构 · 计算机科学 2023-05-03 Wei-Chang Yeh

Various real-life applications, for example, Internet of Things, wireless sensor networks, smart grids, transportation networks, communication networks, social networks, and computer grid systems, are always modeled as network structures.…

网络与互联网体系结构 · 计算机科学 2021-11-23 Wei-Chang Yeh

Current real-life applications of various networks such as utility (gas, water, electric, 4G/5G) networks, the Internet of Things, social networks, and supply chains. Reliability is one of the most popular tools for evaluating network…

数据结构与算法 · 计算机科学 2022-05-31 Wei-Chang Yeh

Real-world applications such as the internet of things, wireless sensor networks, smart grids, transportation networks, communication networks, social networks, and computer grid systems are typically modeled as network structures. Network…

离散数学 · 计算机科学 2021-10-27 Wei-Chang Yeh

Many network applications are based on binary-state networks, where each component has one of two states: success or failure. Efficient algorithms to evaluate binary-state network reliability are continually being developed. Reliability…

网络与互联网体系结构 · 计算机科学 2020-12-01 Wei-Chang Yeh

Among various real-life emerging applications, wireless sensor networks, Internet of Things, smart grids, social networks, communication networks, transportation networks, and computer grid systems, etc., the binary-state network is the…

离散数学 · 计算机科学 2021-05-05 Wei-Chang Yeh

Various networks are broadly and deeply applied in real-life applications. Reliability is the most important index for measuring the performance of all network types. Among the various algorithms, only implicit enumeration algorithms, such…

分布式、并行与集群计算 · 计算机科学 2022-09-21 Wei-Chang Yeh

The BAT-MCS is an integrated Monte Carlo simulation method (MCS) that combines a binary adaptation tree algorithm (BAT) with a self-regulating simulation mechanism. The BAT algorithm operates deterministically, while the Monte Carlo…

计算工程、金融与科学 · 计算机科学 2025-02-25 Wei-Chang Yeh

Reliability is an important tool for evaluating the performance of modern networks. Currently, it is NP-hard and #P-hard to calculate the exact reliability of a binary-state network when the reliability of each component is assumed to be…

系统与控制 · 电气工程与系统科学 2022-02-17 Wei-Chang Yeh

A rework network is a distinct multi-state network that exists in many real-life industrial manufacturing systems for fixing defective products using rework processes to improve the utility and productivity of the systems. To provide a more…

系统与控制 · 电气工程与系统科学 2021-03-09 Wei-Chang Yeh

All kind of networks, e.g., Internet of Things, social networks, wireless sensor networks, transportation networks, 4g/5G, etc., are around us to benefit and help our daily life. The multistate flow network (MFN) is always used to model…

离散数学 · 计算机科学 2021-07-30 Wei-Chang Yeh

The acyclic multistate information network (AMIN), which is a kind of MIN that does not require the conservation law of flow, plays an important role nowadays because many modern network structures present AMIN as the construction such as…

网络与互联网体系结构 · 计算机科学 2020-12-01 Wei-Chang Yeh

Various networks such as cloud computing, water/gas/electricity networks, wireless sensor networks, transportation networks, and 4G/5G networks, have become an integral part of our daily lives. A binary-state network (BN) is often used to…

离散数学 · 计算机科学 2021-08-03 Wei-Chang Yeh

This paper presents a novel approach to enhance the Binary-Addition-Tree algorithm (BAT) by integrating incremental learning techniques. BAT, known for its simplicity in development, implementation, and application, is a powerful implicit…

机器学习 · 计算机科学 2024-09-25 Wei-Chang Yeh

Extending the quickest path problem to the network reliability, a new problem emerged which aims to assess the network reliability for transmitting at least d units of data from a source node to a sink node through one minimal path (MP)…

离散数学 · 计算机科学 2022-06-13 Majid Forghani-elahabad

The Monte Carlo simulation (MCS) is a statistical methodology used in a large number of applications. It uses repeated random sampling to solve problems with a probability interpretation to obtain high-quality numerical results. The MCS is…

离散数学 · 计算机科学 2022-01-19 Wei-Chang Yeh

System reliability is the probability of the maximum flow in a stochastic-flow network from the source node to the sink node being more than a demand level d. There are several approaches to compute system reliability using upper boundary…

最优化与控制 · 数学 2014-01-03 Majid Forghani-elahabad , Nezam Mahdavi-Amiri

Flow network models can capture the underlying physics and operational constraints of many networked systems including the power grid and transportation and water networks. However, analyzing reliability of systems using computationally…

机器学习 · 计算机科学 2021-09-14 Nariman L. Dehghani , Soroush Zamanian , Abdollah Shafieezadeh
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