|
Books > Computing & IT > Applications of computing > Artificial intelligence
|
Buy Now
Machine Learning for Evolution Strategies (Paperback, Softcover reprint of the original 1st ed. 2016)
Loot Price: R3,212
Discovery Miles 32 120
|
|
|
Machine Learning for Evolution Strategies (Paperback, Softcover reprint of the original 1st ed. 2016)
Series: Studies in Big Data, 20
Expected to ship within 10 - 15 working days
|
This book introduces numerous algorithmic hybridizations between
both worlds that show how machine learning can improve and support
evolution strategies. The set of methods comprises covariance
matrix estimation, meta-modeling of fitness and constraint
functions, dimensionality reduction for search and visualization of
high-dimensional optimization processes, and clustering-based
niching. After giving an introduction to evolution strategies and
machine learning, the book builds the bridge between both worlds
with an algorithmic and experimental perspective. Experiments
mostly employ a (1+1)-ES and are implemented in Python using the
machine learning library scikit-learn. The examples are conducted
on typical benchmark problems illustrating algorithmic concepts and
their experimental behavior. The book closes with a discussion of
related lines of research.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
