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

Stable Mutations for Evolutionary Algorithms

Stable Mutations for Evolutionary Algorithms

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030015473
Condition
New
Product Description

This book presents a set of theoretical and experimental results that describe the features of the wide family of -stable distributions (the normal distribution also belongs to this class) and their various applications in the mutation operator of evolutionary algorithms based on real-number representation of the individuals, and, above all, equip these algorithms with features that enrich their effectiveness in solving multi-modal, multi-dimensional global optimization problems. The overall conclusion of the research presented is that the appropriate choice of probabilistic model of the mutation operator for an optimization problem is crucial. Mutation is one of the most important operations in stochastic global optimization algorithms in the n-dimensional real space. It determines the method of search space exploration and exploitation. Most applications of these algorithms employ the normal mutation as a mutation operator. This choice is justified by the central limit theorem but is associated with a set of important limitations. Application of -stable distributions allows more flexible evolutionary models to be obtained than those with the normal distribution. The book presents theoretical analysis and simulation experiments, which were selected and constructed to expose the most important features of the examined mutation techniques based on -stable distributions. It allows readers to develop a deeper understanding of evolutionary processes with stable mutations and encourages them to apply these techniques to real-world engineering problems.

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

Telekommunikationstechnik

$129.00

Markets, Games, and Organizations

$84.99

Automated Invention for Smart Industries

$54.99

Lehren und Lernen in Differenzverhltnissen

$89.99

Career Management for Chemists

$109.99

The Logic of Social Control

$109.99

Functional Programming, Glasgow 1991

$54.99

Solid Phase Microextraction

$129.00

Enterprise Interoperability VII

$219.99

Women, Matrimonial Litigation and Alternative Dispute Resolution (ADR)

$169.99

Nomination fachsprachlich und gemeinsprachlich

$59.99

Discrete Geometry for Computer Imagery

$39.99

Where Humans Meet Machines

$109.99

Photoshop Elements 2 Most Wanted

$74.99

Refraktive Chirurgie

$159.99

Code Talker

$5.96

Gewerbepolitik

$59.99

Heterogeneous Ferroelectric Solid Solutions

$109.00

Religious Minorities in Non-Secular Middle Eastern and North African States

$99.99

Constraint-Based Mining and Inductive Databases

$54.99

Blockchain

$44.99

Early Developments in Mathematical Economics

$39.99

Multiagent System Technologies

$39.99

Marta! Big &

$4.49

Rice Green Revolution in Sub-Saharan Africa

$49.99

Das Problem des Ich in der Phnomenologie Husserls

$59.99

Developments in the Science and Technology of Composite Materials

$109.99

Grenzgnge im Management

$39.95

Financial Literacy and the Limits of Financial Decision-Making

$169.99

Formal Power Series and Algebraic Combinatorics

$329.99

Immigrants in the Sexual Revolution

$99.99

Researching Intercultural Learning

$109.99

Harmony and Paradox

$59.99

Fuzzy-Systems in Computer Science

$69.99

Ocean Wave Climate

$39.99

An Introduction to Marine Science

$39.99

Open Source Geospatial Science for Urban Studies

$199.99

The Neuronal Microenvironment

$129.00

Primates

$84.99

Audiophotography

$109.99