Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Design and Analysis of Learning Classifier Systems

Design and Analysis of Learning Classifier Systems

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783540798668
Condition
New
Product Description

This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing a statistical de?nition derived from machine learning of a good set of cl- si?ers, based on a model according to which such a set represents the data. For an illustration of this approach, he designs the model to be close to XCS, and tests it by evolving a set of classi?ers using that de?nition as a ?tness criterion, seeing ifthe setprovidesa goodsolutionto twodi?erent function approximation problems. It appears to, meaning that in some sense his de?nition of good set of classi?ers (also, in his terms, a good model structure) captures the essence, in machine learning terms, of what XCS is doing. In the process of designing the model, the author describes its components and their training in clear detail and links it to currently used LCS, giving rise to recommendations for how those LCS can directly gain from the design of the model and its probabilistic formulation. The seeming complexity of evaluating the quality ofa set ofclassi?ersis alleviatedby giving analgorithmicdescription of how to do it, which is carried out via a simple Pittsburgh-style LCS.

Available Colors
Available Sizes
1 Offer Price Range: $84.99 - $84.99
BEST PRICE

Single Product Purchase

$84.99
@ Link.springer.com     BUY Now

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
@ Link.springer.com
Contact Store Call Store Contact Support
$84.99 $84.99

$84.99
See Site In stock Visit Store

Similar Products

Machine Learning

$109.99

ber den Aufbau und das Verhalten megesteuerter Werkzeugmaschinen

$54.99

People and their Planet

$109.99

Fixed Point Theory in Modular Function Spaces

$39.99

Xenopus

$199.99

Emerging Trends in Energy Conversion and Thermo-Fluid Systems

$249.99

Sustainability Appraisal: Quantitative Methods and Mathematical Techniques for Environmental Perform

$109.99

Contributions to Operator Theory in Spaces with an Indefinite Metric

$39.99

Literarischer Antisemitismus nach Auschwitz

$74.99

Barnes & Noble True Love and Other Impossible Odds by Christina Li

$19.99

Education and Social Change in Egypt and Turkey

$39.99

Clinical Guide to Assessment and Treatment of Communication Disorders

$59.99

Life and Its Future

$64.99

Beautiful

$4.46

Masculinity and Monstrosity in Contemporary Hollywood Films

$39.99

Anleitung zur Bestimmung von Mineralien

$59.99

Database Anonymization

$37.99

Shaping Psychology

$32.99

Leibniz and the Consequences

$29.99

Baukosten sicher ermitteln Mit Praxisbeispiel Mehrfamilienhaus

$17.99

Food Hydrocolloids

$169.99

Rutherford-Rckstreu-Analysen mit Protonen

$59.99

Computers Helping People with Special Needs

$69.99

Doing Business in the Knowledge-Based Economy

$39.99

Practical Quantitative Investment Management with Derivatives

$219.99

International Symposium on Adriamycin

$84.99

Asymptotic Methods for Investigating Quasiwave Equations of Hyperbolic Type

$39.99

The Paradox of Latina Religious Leadership in the Catholic Church

$39.99

Die Auenpolitik Kanadas

$37.99

Rapid Tooling Guidelines For Sand Casting

$84.99

Development in Difficult Sociopolitical Contexts

$54.99

The Films of Ingmar Bergman

$54.99

Sparse Matrices and their Applications

$39.99

Growth and Transformation of Emerging Powers

$109.99

Diversitt, Diversifizierung und (Ent)Solidarisierung

$59.99

Neurochemical Aspects of Neurotraumatic and Neurodegenerative Diseases

$169.00

Earth Satellites

$19.50

Full Employment and High Growth in Europe

$84.99

Reflections on Liquid Helium

$54.99

Geophysical Approach to Marine Coastal Ecology

$129.99