0
Your cart

Your cart is empty

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): Oliver Kramer

Machine Learning for Evolution Strategies (Paperback, Softcover reprint of the original 1st ed. 2016)

Oliver Kramer

Series: Studies in Big Data, 20

 (sign in to rate)
Loot Price R3,212 Discovery Miles 32 120 | Repayment Terms: R301 pm x 12*

Bookmark and Share

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

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Studies in Big Data, 20
Release date: May 2018
First published: 2016
Authors: Oliver Kramer
Dimensions: 235 x 155 x 7mm (L x W x T)
Format: Paperback
Pages: 124
Edition: Softcover reprint of the original 1st ed. 2016
ISBN-13: 978-3-319-81500-8
Categories: Books > Science & Mathematics > Science: general issues > General
Books > Computing & IT > Applications of computing > Computer modelling & simulation
Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
Promotions
LSN: 3-319-81500-8
Barcode: 9783319815008

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..

African Artificial Intelligence…
Mark Nasila Paperback R350 R312 Discovery Miles 3 120
Digital Dharma - How AI Can Elevate…
Deepak Chopra Paperback R430 R384 Discovery Miles 3 840
Artificial Intelligence for Neurological…
Ajith Abraham, Sujata Dash, … Paperback R4,171 Discovery Miles 41 710
Temporal Data Mining via Unsupervised…
Yun Yang Paperback R1,242 Discovery Miles 12 420
What The Future?! - 7 Updates To…
Justin Cohen Paperback R285 R263 Discovery Miles 2 630
Machine Learning and Data Mining
I Kononenko, M Kukar Paperback R2,019 Discovery Miles 20 190
Intelligent Communication Systems…
Nobuyoshi Terashima Hardcover R1,611 Discovery Miles 16 110
Constructions at Work - The nature of…
Adele Goldberg Hardcover R2,133 Discovery Miles 21 330
Taking The Anxiety Out Of AI - Humans…
Sameer Rawjee Paperback R320 R275 Discovery Miles 2 750
Happimetrics - Leveraging AI to Untangle…
Peter A. Gloor Hardcover R2,984 Discovery Miles 29 840
AI Engineering - Building Applications…
Chip Huyen Paperback R1,817 R1,386 Discovery Miles 13 860
Advanced Introduction to Law and…
Woodrow Barfield, Ugo Pagallo Paperback R716 Discovery Miles 7 160

See more

Partners