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

Pest in Venedig 15751577

$59.99

Simulation for Policy Inquiry

$109.99

Fadenspannungen beim Naringspinnen von Bastfasern in ihrer Abhngigkeit von Fadenfhrung und Gestal

$59.99

Analysis of Parallel Spike Trains

$169.00

Acetylsalicylsure im Kardiovaskulren System

$49.99

Database Design Manual: using MySQL for Windows

$84.99

Jugend, Politik und politische Bildung

$59.99

Regulating the Rise of China

$64.99

The Industrial Organization of Banking

$119.00

Epidemic-logistics Modeling: A New Perspective on Operations Research

$129.00

Specification Case Studies in RAISE

$109.99

Techniques and Concepts of High-Energy Physics III

$54.99

Stochastic Control in Insurance

$99.99

The Philosopher in Platos Statesman

$119.99

Cortical Memory Functions

$54.99

The Secret History of the World by Mark Booth

$26.00

Computer Aided Pharmaceutics and Drug Delivery

$279.99

Unternehmensweite Kommunikationsnetze

$69.99

Untersuchungen ber die Pathomorphologie von Organen nach Rauschmittelintoxikationen

$59.99

Ma- und Wahrscheinlichkeitstheorie

$44.99

Modeling Steel Deformation in the Semi-Solid State

$109.99

Church and State after the Dreyfus Affair

$54.99

Die politische Kultur der Deutschen

$54.99

My Body by Emily Ratajkowski

$16.99

Otter Oughta Know (Hardcover)

$14.24

Die Kltemaschine

$84.99

Why Presidential Speech Locations Matter

$84.99

Grundwissen Sozialisation

$29.99

Performance Analysis of Flow Lines with Non-Linear Flow of Material

$54.99

Brexit and Democracy

$139.99

Advanced Educational Technology in Technology Education

$169.99

Yearbook of International Humanitarian Law - 2008

$169.99

Scientific Peer Review

$17.99

Methods in Bone Biology

$169.00

Institutional Reforms, Governance, and Services Delivery in the Global South

$109.00

Esophageal Cancer

$119.00

Migration, Urbanity and Cosmopolitanism in a Globalized World

$59.99

A D.H. Lawrence Chronology

$109.99

Dao Companion to the Philosophy of Xunzi

$149.00

Introduction to Polymer Spectroscopy

$54.99