SPSA for Design of an Attentional Strategy
SPSA for Design of an Attentional Strategy - Implementation and Algorithm Optimization
SPSA Algorithm for PD Controller Design in Tanker Ship Systems
Implementation of Simultaneous Perturbation Stochastic Approximation (SPSA) for optimal Proportional-Derivative (PD) controller design in tanker ship navigation systems, including MATLAB/Simulink code integration and parameter optimization strategies.
Simultaneous Perturbation Stochastic Approximation (SPSA) Algorithm for Optimization
Simultaneous Perturbation Stochastic Approximation (SPSA) is a gradient-free optimization algorithm for parameter estimation and function minimization, known for its robustness to noise and efficiency in high-dimensional problems.
SPSA for Design of an Attentional Strategy: Optimization without Gradients
Implementing Simultaneous Perturbation Stochastic Approximation (SPSA) for optimizing attention mechanisms in machine learning models, with code-level insights into perturbation-based parameter tuning.