Introduction

Abstract

The first chapter introduces GP models and provides a simple, illustrative example of modelling of a static mapping function. Next, a brief historical overview of developments in the field of GP models for dynamic systems identification is presented. The chapter continues with a discussion about the rationale and the relevance of using GP modelling for system identification and control design.