An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning

Y Yang, C Qian, H Li, Y Gao, J Wu, CJ Liu… - The journal of …, 2022 - Springer
As unsupervised learning algorithm, clustering algorithm is widely used in data processing
field. Density-based spatial clustering of applications with noise algorithm (DBSCAN), as a …

A wavelet PM2. 5 prediction system using optimized kernel extreme learning with Boruta-XGBoost feature selection

AA Heidari, M Akhoondzadeh, H Chen - Mathematics, 2022 - mdpi.com
The fine particulate matter (PM2. 5) concentration has been a vital source of info and an
essential indicator for measuring and studying the concentration of other air pollutants. It is …

Double mutational salp swarm algorithm: from optimal performance design to analysis

C Lin, P Wang, X Zhao, H Chen - Journal of Bionic Engineering, 2023 - Springer
Abstract The Salp Swarm Algorithm (SSA) is a population-based Meta-heuristic Algorithm
(MA) that simulates the behavior of a group of salps foraging in the ocean. Although the …

A comparison framework to survey the ONU placement methods in FiWi access networks

H Emami, MA Balafar - Optical Fiber Technology, 2023 - Elsevier
The placement of optical network units (ONUs) is a key issue in fiber wireless (FiWi) access
networks due to its significant impact on network performance and deployment cost. ONU …

Chaotic local search-based levy flight distribution algorithm for optimizing ONU placement in fiber-wireless access network

H Emami, MM Alipour - Optical Fiber Technology, 2021 - Elsevier
Fiber-wireless (FiWi) access networks smartly integrate the mobility, robustness, and
ubiquity of wireless networks and the high capacity of fiber networks. A demanding task in …

A novel fuzzy-based algorithm for ONU placement in FiWi broadband access network

H Emami, S Pashazadeh, MA Balafar - Optical Fiber Technology, 2023 - Elsevier
Optical network unit (ONU) placement is an essential challenge in fiber-wireless (FiWi)
access networks, which affects the development cost and quality of services. Recently, some …

FiWi network planning for WiFi enabled gram panchayats of India: a frame work using component placement optimization

N Chouhan, UR Bhatt, R Upadhyay, V Bhat - Optical Fiber Technology, 2023 - Elsevier
Abstract Fiber Wireless (FiWi) access network consists of high speed passive optical
network (PON) at back end and wireless mesh network at front end. It is emerging as the …

Energy efficient optimal deployment of industrial wireless mesh networks using transient trigonometric Harris Hawks optimizer

H Abdulrab, FA Hussin, I Ismail, M Assad, A Awang… - Heliyon, 2024 - cell.com
Wireless mesh networks (WMNs) play a vital role in modern communication systems, and
optimizing the placement of wireless mesh routers is crucial for achieving efficient network …

MLGO: A machine learning-based mountain gazelle optimization algorithm for efficient resource management and load balancing in fiber wireless access networks

M Verma, UR Bhatt, R Upadhyay, V Bhat - Optical Fiber Technology, 2024 - Elsevier
Addressing the challenges posed by escalating data demands, connected devices, and
bandwidth-hungry technologies, Fiber Wireless (FiWi) networks offer a holistic solution …

CSAT‐FRMET: An energy‐efficient hybrid FiWi network‐based 5G model

N Kali Raman, H Saini - Transactions on Emerging …, 2024 - Wiley Online Library
Hybrid fiber wireless (FiWi) access networks seek to combine the vast amount of bandwidth
that is available for optical networks and wireless network mobility; hence, it favors larger …