Optimization of Extreme Learning Machines Using Differential Evolution Algorithm

Implementation of differential evolution algorithm to optimize extreme learning machines, resulting in significantly improved diagnostic accuracy through systematic parameter tuning and neural network enhancement.

Optimization of Extreme Learning Machine (ELM) Input Weights and Biases Using Bat Algorithm (BA)

Optimization of Extreme Learning Machine (ELM) input weights and biases using Bat Algorithm (BA) to enhance model stability and diagnostic accuracy through intelligent parameter tuning.