Uncertainty-Based Design Optimization Framework Based on Improved Chicken Swarm Algorithm and Bayesian Optimization Neural Network

As the complexity and functional integration of mechanism systems continue to increase in modern practical engineering, the challenges of changing environmental conditions and extreme working conditions are becoming increasingly severe. Traditional uncertainty-based design optimization (UBDO) has ex...

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Bibliographic Details
Published in:	Applied sciences Vol. 15; no. 17; p. 9671
Main Authors:	Ji, Qiang, Li, Ran, Jing, Shi
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.09.2025
Subjects:	Accuracy Algorithms Analysis Bayesian optimization Behavior BP neural network Case studies Collaboration Design optimization Efficiency Engineering engineering structure Environmental engineering improved chicken swarm optimization algorithm Mathematical optimization Methods Neural networks Optimization algorithms uncertainty-based design optimization
ISSN:	2076-3417, 2076-3417
Online Access:	Get full text
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