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

Foundations of Global Genetic Optimization

Foundations of Global Genetic Optimization

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783540731917
Condition
New
Product Description

Genetic algorithms today constitute a family of e?ective global optimization methods used to solve di?cult real-life problems which arise in science and technology. Despite their computational complexity, they have the ability to explore huge data sets and allow us to study exceptionally problematic cases in which the objective functions are irregular and multimodal, and where information about the extrema location is unobtainable in other ways. Theybelongtotheclassofiterativestochasticoptimizationstrategiesthat, during each step, produce and evaluate the set of admissible points from the search domain, called the random sample or population. As opposed to the Monte Carlo strategies, in which the population is sampled according to the uniform probability distribution over the search domain, genetic algorithms modify the probability distribution at each step. Mechanisms which adopt sampling probability distribution are transposed from biology. They are based mainly on genetic code mutation and crossover, as well as on selection among living individuals. Such mechanisms have been testedbysolvingmultimodalproblemsinnature,whichiscon?rmedinpart- ular by the many species of animals and plants that are well ?tted to di?erent ecological niches. They direct the search process, making it more e?ective than a completely random one (search with a uniform sampling distribution). Moreover,well-tunedgenetic-basedoperationsdonotdecreasetheexploration ability of the whole admissible set, which is vital in the global optimization process. The features described above allow us to regard genetic algorithms as a new class of arti?cial intelligence methods which introduce heuristics, well tested in other ?elds, to the classical scheme of stochastic global search.

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

Nonlinear Analysis and Global Optimization

$139.99

Carina Felina

$5.99

Klinische Neuropsychologie

$69.99

Aus Corona lernen

$24.99

Systematisierung der bei der Mammographie erzielten Ergebnisse

$54.99

A Causa del Conejo

$5.24

Fhren in der vernetzten virtuellen und realen Welt

$59.99

Konjunkturpolitik

$49.95

Alice in Wonderland in Film and Popular Culture

$84.99

Change in Societal Institutions

$39.99

Isolation of Plant Organelles and Structures

$179.99

Systems Engineering, Systems Thinking, and Learning

$129.00

Pulmonary Hypertension

$159.99

Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 20

$219.99

Philosophical Foundations of Education

$54.99

Basiswissen betriebliche Steuerlehre

$17.99

Die Funktionen des Stirnhirns ihre Pathologie und Psychologie

$59.99

Human and Environmental Risks of Chlorinated Dioxins and Related Compounds

$54.99

Illuminating Colorectal Cancer Genomics by Next-Generation Sequencing

$179.99

Conflict Resolution Using the Graph Model: Strategic Interactions in Competition and Cooperation

$109.00

Information Technologies and Mathematical Modelling

$39.99

Prinzipien der Komposition und des Erzhlens bei Dostojevskij

$59.99

Blue Carbon in Shallow Coastal Ecosystems

$99.00

Foundations of Probability Theory, Statistical Inference, and Statistical Theories of Science

$169.99

Mathematical Problems in Biology

$54.99

Machine Learning in Social Networks

$69.99

Update 1990

$54.99

Commonplace Diversity: Social Relations in a Super-Diverse Context

$39.99

Dynamics of Gas-Surface Interactions

$109.99

Alltagsbewltigung: Rckzug Widerstand?

$59.99

Characterization of Nanomaterials in Liquid Disperse Systems

$159.99

Vision Quanten-Internet

$29.99

Robotics Research

$109.99

Fine Needle Aspiration Cytology

$169.99

HaWoS Fragebogen zur Erfassung von Glck bei der Arbeit

$39.99

The Maltreatment of Children

$39.99

Welding Robots

$89.00

Strategische Logistikplanung von Hub&Spoke-Systemen

$79.99

Epithelial Transport

$219.99

Central Nervous System Leukemia

$39.99