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

Metaheuristic Clustering

Metaheuristic Clustering

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783540939641
Condition
New
Product Description

Cluster analysis means the organization of an unlabeled collection of objects or patterns into separate groups based on their similarity. The task of computerized data clustering has been approached from diverse domains of knowledge like graph theory, multivariate analysis, neural networks, fuzzy set theory, and so on. Clustering is often described as an unsupervised learning method but most of the traditional algorithms require a prior specification of the number of clusters in the data for guiding the partitioning process, thus making it not completely unsupervised. Modern data mining tools that predict future trends and behaviors for allowing businesses to make proactive and knowledge-driven decisions, demand fast and fully automatic clustering of very large datasets with minimal or no user intervention. In this volume, we formulate clustering as an optimization problem, where the best partitioning of a given dataset is achieved by minimizing/maximizing one (single-objective clustering) or more (multi-objective clustering) objective functions. Using several real world applications, we illustrate the performance of several metaheuristics, particularly the Differential Evolution algorithm when applied to both single and multi-objective clustering problems, where the number of clusters is not known beforehand and must be determined on the run. This volume comprises of 7 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges. Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.

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

National Geographic Kids Readers: Wolves

$4.46

Medizin und Haftung

$159.00

High-Energy Spectroscopic Astrophysics

$109.99

Beitrge zur Unternehmensplanung

$59.99

100 Clavicula-Pseudarthrosen

$59.99

Philosophy and Life

$169.99

Electrochemical Science and Technology of Polymers

$329.99

Sraffa and the Reconstruction of Economic Theory: Volume Two

$109.99

Bernard Shaws Bridges to Chinese Culture

$119.99

The Cosmopolitics of Solidarity

$119.99

Transactions on Petri Nets and Other Models of Concurrency XVI

$99.99

Tactics in Contemporary Drug Design

$219.99

dBASE IV Programmierung fr betriebswirtschaftliche Anwendungen

$39.99

Design, User Experience, and Usability

$79.99

Valorization of Biomass to Value-Added Commodities

$129.00

Guided Reading Level C Pack 1

$61.00

Konflikte im Krankenhaus

$19.99

Islamkonforme Versicherungsprodukte

$49.99

Projection Methods in Constrained Optimisation and Applications to Optimal Policy Decisions

$39.99

Non-axisymmetric Local Stability Loss of a Hollow Cylinder

$44.99

Catalytically Active Nucleic Acids

$299.99

Kmpfe um soziale Ungleichheit

$34.99

Coated Metal

$219.99

Electrodynamics of Continua II

$84.99

Simulation of Urban Mobility

$34.99

Energietransitionen

$89.99

Optimierung globaler Distributionsnetzwerke

$64.99

Public Health and Disasters

$169.99

Signal Polarization Selection for Aircraft Radar Control

$169.99

Die Bearbeitung von Werkzeugstoffen durch funkenerosives Senken

$59.99

Computational Methods for Optimal Design and Control

$84.99

Childrens Online Behaviour and Safety

$54.99

Politics of Water Conservation

$109.99

Connectionist Approaches to Language Learning

$84.99

Computer Simulations in Condensed Matter: From Materials to Chemical Biology. Volume 2

$54.99

Methods in Endothelial Cell Biology

$219.99

Creep Mechanics

$74.99

Safety Issues Associated with Plutonium Involvement in the Nuclear Fuel Cycle

$199.99

Toward a Philosophy of the Documentarian

$109.00

Statistical Language and Speech Processing

$59.99