Optimization Algorithms

Multi-UAV Path Planning Algorithms for Various Scenarios in MATLAB

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Multi-UAV Path Planning Algorithms for Various Scenarios in MATLAB

Abstract This study explores the multi-UAV path planning problem and presents a comparative analysis of three different algorithms, including Particle Swarm Optimization (PSO), Grey Wolf Optimization (GWO), and Whale Optimization Algorithm (WOA). MATLAB was used to implement multi-scenario simulation experiments to verify the performance of each algorithm in multi-UAV cooperative path planning. The experimental results … Read more

Dynamic Response of a Single Degree of Freedom (SDOF) System Under Earthquake Effects Based on Matlab

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Dynamic Response of a Single Degree of Freedom (SDOF) System Under Earthquake Effects Based on Matlab

The dynamic response of a Single Degree of Freedom (SDOF) system under earthquake effects based on Matlab. The displacement, velocity, and acceleration responses of the structure are calculated using two numerical integration methods (central difference method and Newmark method), and the results of these two methods are compared. Earthquake acceleration time history data is imported. … Read more

Application of Intelligent Optimization Algorithms: Deployment of Wireless Sensor Network Nodes (WSN)

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Application of Intelligent Optimization Algorithms: Deployment of Wireless Sensor Network Nodes (WSN)

In Wireless Sensor Networks (WSN), sensors rely on battery power, which is limited in usage time, making energy-saving and coverage protocols crucial. The node deployment model plays a key role in the efficient operation of the network, and today we will introduce the key points of this model. 1. Sensor Detection Model The probability of … Read more

Artificial Bee Colony Algorithm for Wireless Sensor Network Routing Optimization

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Artificial Bee Colony Algorithm for Wireless Sensor Network Routing Optimization

Click the blue text above to follow us. 🔊Author Introduction: Graduate student from a “985” university, researcher in the field of Matlab. 🚅座右铭：行百里者，半于九十。 ✅Research Scope: Complete Code, Paper Reproduction, Program Customization, Journal Writing, Research Collaboration 🏆Code Acquisition Method: How to Obtain Matlab Code For more Matlab optimization simulation content, click below👇 Matlab Optimization (Advanced Version) … Read more

Joint Optimization Algorithm for Edge Computing Offloading and Resource Allocation

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Joint Optimization Algorithm for Edge Computing Offloading and Resource Allocation

(Selected Articles from the Journal of Command and Control) Zhang Lanyong, Wang Menglin. Joint optimization algorithm of edge computing computing offloading and computing resource allocation [J]. Journal of Command and Control, 2023, 9 (3): 323-334 ZHANG L Y, WANG M L. Joint optimization algorithm of edge computing computing offloading and computing resource allocation[J]. Journal of … Read more

Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

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Swarm Intelligence Optimization Algorithms: MATLAB Source Code Collection

Table of Contents 1 Introduction 2 Source Code Collection 1 Introduction This series is about MATLABImproved Algorithms, feel free to message me for discussions. For more improved algorithms, check out previous articles. If you have questions or need suggestions, please feel free to message me for mutual improvement. Any violations of academic ethics are not … Read more