Copied Machine Learning for Evolution Strategies
Machine Learning for Evolution Strategies
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.
Price Comparison
| Seller | Contact Seller | List Price | On Sale | Shipping | Best Promo | Final Price | Volume Discount | Financing | Availability | Seller's Page |
|---|---|---|---|---|---|---|---|---|---|---|
|
BEST PRICE 1 Product Purchase
|
|
$84.99 | $84.99 |
|
$76.50 | See Site | In stock | Visit Store |
Reviews
Questions & Answers
The Asian City: Processes of Development, Characteristics and Planning
$169.00
Strungen der Geschlechtsidentitt
$64.99
Management von internationalen HR Shared Service Centern
$69.99
Through the Scope of Life
$129.99
An Architectonic for Science
$379.99
Arbeitsbuch zur Linearen Algebra
$19.99
Landslide Science and Practice
$169.99
Rational Bases and Generalized Barycentrics
$109.99
Brokommunikationssysteme in Unternehmen
$59.99
Systematic Industrial Maintenance to Boost the Quality Management Programs
$54.99
The Dynamics of Change in Higher Education
$109.99
S3-Leitlinie zur Diagnostik und Therapie Bipolarer Strungen
$74.99
The Internal Senses in the Aristotelian Tradition
$129.99
Building the Foundation: Whole Numbers in the Primary Grades
$54.99
Electrogenerated Chemiluminescence
$39.99
Die Freiwilligen Feuerwehren in sterreich und Deutschland
$74.99
Transactions on Large-Scale Data- and Knowledge-Centered Systems XIX
$54.99
Studies on Lake Vechten and Tjeukemeer, The Netherlands
$169.00
Advanced Multicore Systems-On-Chip
$179.99
Kind ja, Ehe nein?
$34.99
Finite Geometry and Character Theory
$29.99
Pro Google Kubernetes Engine
$64.99
Financial Compliance
$119.00
Applied Hyperfunction Theory
$99.00
Wissensmanagement erfolgreich umsetzen
$29.99
Cold Aqueous Planetary Geochemistry with FREZCHEM
$109.99
Fertility Preservation
$169.99
The Active Female
$99.00
Women at High Risk to Breast Cancer
$39.99
Electrodeposition and Surface Finishing
$129.00
Applications of Organometallic Chemistry in the Preparation and Processing of Advanced Materials
$169.00
Zwischen Zsur und Zensur
$59.99
Agricultural Development in Asia and Africa
$59.99
Kundennutzen: die Anwendung im Verkaufsgesprch
$39.99
Perinatal Tissue-Derived Stem Cells
$109.99
Hybrid AC/DC Power Grids: Stability and Control Aspects
$169.99
Bargain Book Box Grades 2-3 (100 Books)
$235.00
Geometric Complex Analysis
$169.99
Diagnostische Probleme in der Rehabilitation von Kreislaufkranken
$59.99
Advances in Multifield Theories for Continua with Substructure
$39.99
