Contact
How to shop
Delivery
Shopping guide
Hierarchical Bayesian Optimization Algorithm
Toward a New Generation of Evolutionary Algorithms
English
156 b
Up to 30 days for returns
Customers also purchased
/
Hardback
25 146
Ft
This book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms with state-of-the-art machine learning techniques. The primary focus of the book is on two algorithms that replace traditional variation operators of evolutionary algorithms, by learning and sampling Bayesian networks: the Bayesian optimization algorithm (BOA) and the hierarchical BOA (hBOA). They provide a scalable solution to a broad class of problems. The book provides an overview of evolutionary algorithms that use probabilistic models to guide their search, motivates and describes BOA and hBOA in a way accessible to a wide audience, and presents numerous results confirming that they are revolutionary approaches to black-box optimization.
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Paperback
5 945
Ft
/
Hardback
13 776
Ft
/
Paperback
103 033
Ft
Hi! I'm Libroamiko, your book advisor.
How can I help you?