Results 11 to 20 of about 5,026,622 (157)

Sailfish Optimization Algorithm Integrated with the Osprey Optimization Algorithm and Cauchy Mutation and Its Engineering Applications

Symmetry
From collective intelligence to evolutionary computation and machine learning, symmetry can be leveraged to enhance algorithm performance, streamline computational procedures, and elevate solution quality. Grasping and leveraging symmetry can give rise to more resilient, scalable, and understandable algorithms.
Li Cao, Yinggao Yue, Yaodan Chen, Changzu Chen, Binhe Chen   +4 more
openaire   +2 more sources

Accuracy of IGBT Junction Temperature Prediction: An Improved Sailfish Algorithm to Optimize Support Vector Machine

IEEE Transactions on Power Electronics
This study improves the accuracy of junction temperature prediction, as the insulated gate bipolar transistor (IGBT) reliability is important for the safe operation of its working system due to junction temperature is limited in its actual performance ...
Lingling Li, Jiaqi Liu, Ming-Lang Tseng, Ming K. Lim   +3 more
openaire   +2 more sources

Multi-Objective Hybrid Sailfish Optimization Algorithm for Planetary Gearbox and Mechanical Engineering Design Optimization Problems

Computer Modeling in Engineering & Sciences
This paper introduces a hybrid multi-objective optimization algorithm, designated HMODESFO, which amalgamates the exploratory prowess of Differential Evolution (DE) with the rapid convergence attributes of the Sailfish Optimization (SFO) algorithm. The primary objective is to address multi-objective optimization challenges within mechanical engineering,
Sedak, Miloš, Rosić Vitas, Maja, Rosić, Božidar   +2 more
openaire   +3 more sources

SailMutLoc: a sailfish-mutation enhanced optimization algorithm for student performance prediction

Ain Shams Engineering Journal
Feature selection enables educational data mining provide personalised support and enhance student performance. When using high-dimensional educational datasets, traditional feature selection techniques have premature convergence and inadequate feature ...
Ashjan Hamad Alsabhan, Saleem Malik, S. Gopal Krishna Patro, Chandrakanta Mahanty, Ahmed Adnan Hadi, Mohamed Ghouse, Akila Thiyagarajan, Mohit Mittal, Mohammad Khishe   +8 more
doaj   +2 more sources

Comparison of Planning Models for Dynamic Berth Allocation Problem Using A Sailfish-based Algorithm

Procedia Computer Science, 2020
Abstract Decide when and where allocate incoming ships at a container terminal is among the main problem confronted by port operators. This problem often called " the Berth Allocation Problem (BAP)".In this work, we realize an analytical study on the major planning models presented in the literature for the berth allocation problem, namely dynamic ...
Issam El Hammouti, Azza Lajjam, Mohamed El Merouani   +2 more
openaire   +2 more sources

An improved Differential evolution with Sailfish optimizer (DESFO) for handling feature selection problem

Scientific Reports
As a preprocessing for machine learning and data mining, Feature Selection plays an important role. Feature selection aims to streamline high-dimensional data by eliminating irrelevant and redundant features, which reduces the potential curse of ...
Safaa. M. Azzam, O. E. Emam, Ahmed Sabry Abolaban   +2 more
doaj   +2 more sources

Federated Learning With Sailfish-Optimized Ensemble Models for Anomaly Detection in IoT Edge Computing Environment

IEEE Access
The Internet of Things (IoT) has transformed cyber-physical systems by enabling seamless connectivity and automation. However, IoT devices face resource constraints, making anomaly detection challenging.
Aravam Babu, A. Bagubali
doaj   +2 more sources

Microgrid stability control in both islanded and connected modes based on sailfish optimization algorithm considering solar energy sources

Journal of Applied Science and Engineering
In this article, a nonlinear control method based on a virtual synchronous inverter is presented in order to maintain the stability of the microgrid in the island and connected mode with the presence of solar renewable energy sources.
Shasha Li, Wei Yan, Dongxia Wang, Huizhen Zhang   +3 more
doaj   +2 more sources

K-means Hybrid Iterative Clustering Based on Memory Transfer Sailfish Optimization

Shanghai Jiaotong Daxue xuebao, 2022
Aimed at the problem that the existing K-means clustering (KMC) algorithm is greatly affected by initialization, and the randomly generated clustering center can easily make the clustering result fall into local optimum and stop iterating, resulting in ...
HUANG He, XIONG Wu, WU Kun, WANG Huifeng, RU Feng, WANG Jun
doaj   +1 more source

Accelerating sailfish optimization applied to unconstrained optimization problems on graphical processing unit

Engineering Science and Technology, an International Journal, 2022
The Sailfish Optimizer (SFO) is a metaheuristic algorithm inspired by a group of hunting sailfish that alternates their attacks on group of prey. The SFO algorithm takes advantage of using a simple method for providing the dynamic balance between ...
Hamid Reza Naji, Soodeh Shadravan, Hossien Mousa Jafarabadi, Hossien Momeni   +3 more
doaj   +1 more source