Intermediate · Systems
Intelligent control
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. Control systems that utilize AI techniques like neural networks and fuzzy logic for improved performance.
Technical Definition
Control systems that utilize AI techniques like neural networks and fuzzy logic for improved performance.
How it works
Intelligent control refers to control strategies that employ artificial intelligence methods to enhance system performance. These methods include neural networks, fuzzy logic, machine learning, and evolutionary computation. By using AI, intelligent control systems can adapt to changing conditions, handle complex nonlinearities, and operate more effectively than traditional control methods in uncertain environments.
Related Concepts
- Neural Network — A computing system inspired by biological neural networks that learns patterns from data through interconnected layers of nodes.
- Machine Learning — A field of AI where systems learn patterns from data instead of following hard-coded rules.
- Control theory — Control theory is a field of engineering and mathematics focused on managing the behavior of dynamic systems through control actions.
- Fuzzy logic — A logic system that uses 'degrees of truth' between 0 and 1, allowing for imprecise reasoning.