Stochastic Adaptive Search for Global Optimization

In this book, an attempt is made to describe the theoretical prop­ erties of several stochastic adaptive search methods. Chapter 6 discusses algorithms, based on the Hit-and-Run sampling method, that have been developed to approximate the ideal performance of pure random search.