Flood Algorithm-Tuned PID-F Controller with a Modified Objective Function for Robust and Noise-resilient Speed Control of Nonlinear SparkIgnition Engines.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-29231-8
Abstract: This study presents a novel control strategy for the regulation of engine speed in nonlinear four-cylinder spark ignition (SI) engines by integrating a proportional–integral–derivative controller with a filter (PID-F) tuned using the flood algorithm (FLA).… read more here.
Keywords: flood algorithm; control; controller; speed ... See more keywords
Fuzzy Clustering Approaches Based on Numerical Optimizations of Modified Objective Functions
Sign Up to like & getrecommendations! Published in 2025 at "Algorithms"
DOI: 10.3390/a18060327
Abstract: Fuzzy clustering is a form of unsupervised learning that assigns the elements of a dataset into multiple clusters with varying degrees of membership rather than assigning them to a single cluster. The classical Fuzzy C-Means… read more here.
Keywords: objective functions; modified objective; approaches based; based numerical ... See more keywords