Hugendubel.info - Die B2B Online-Buchhandlung 

Merkliste
Die Merkliste ist leer.
Bitte warten - die Druckansicht der Seite wird vorbereitet.
Der Druckdialog öffnet sich, sobald die Seite vollständig geladen wurde.
Sollte die Druckvorschau unvollständig sein, bitte schliessen und "Erneut drucken" wählen.

Handbook of Genetic Programming Applications

E-BookPDF1 - PDF WatermarkE-Book
593 Seiten
Englisch
Springer Nature Switzerlanderschienen am06.11.20151st ed. 2015
This contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the sciences. Taking a hands-on approach, this book provides an invaluable reference to practitioners, providing the necessary details required for a successful application of GP and its branches to challenging problems ranging from drought prediction to trading volatility. It also demonstrates the evolution of GP through major developments in GP studies and applications. It is suitable for advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas, as well as experienced practitioners looking to apply GP to new areas. The book also offers valuable supplementary material for design courses and computation in engineering.mehr
Verfügbare Formate
BuchGebunden
EUR160,49
E-BookPDF1 - PDF WatermarkE-Book
EUR149,79

Produkt

KlappentextThis contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the sciences. Taking a hands-on approach, this book provides an invaluable reference to practitioners, providing the necessary details required for a successful application of GP and its branches to challenging problems ranging from drought prediction to trading volatility. It also demonstrates the evolution of GP through major developments in GP studies and applications. It is suitable for advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas, as well as experienced practitioners looking to apply GP to new areas. The book also offers valuable supplementary material for design courses and computation in engineering.
Details
Weitere ISBN/GTIN9783319208831
ProduktartE-Book
EinbandartE-Book
FormatPDF
Format Hinweis1 - PDF Watermark
FormatE107
Erscheinungsjahr2015
Erscheinungsdatum06.11.2015
Auflage1st ed. 2015
Seiten593 Seiten
SpracheEnglisch
IllustrationenXI, 593 p. 197 illus., 105 illus. in color.
Artikel-Nr.1852749
Rubriken
Genre9200

Inhalt/Kritik

Inhaltsverzeichnis
Graph-Based Evolutionary Art.- Genetic Programming for Modelling of Geotechnical Engineering Systems.- Application of Genetic Programming in Hydrology.- Application of Gene-Expression Programming in Hydraulics Engineering.- Genetic Programming applications in Chemical Sciences and Engineering.- Application of Genetic Programming for Electrical Engineering Predictive Modeling.- Mate Choice in Evolutionary Computation.- Genetically Improved Software.- Design of Real-Time Computer-Based Systems Using Developmental Genetic Programming.- Image Classification with Genetic Programming.- On the Application of Genetic Programming for New Generation of Ground Motion Prediction Equations.- Evaluation of Liquefaction Potential of Soil Based on Shear Wave Velocity Using Multi-Gene Genetic Programming.- Site Characterization Using GP, MARS, and GPR.- Use of Genetic Programming Based Surrogate Models to Simulate Complex Geochemical Transport Processes in Contaminated Mine Sites.- Potential of Genetic Programming in Hydroclimatic Prediction of Droughts.- Application of Genetic Programming for Uniaxial and Multiaxial Modeling of Concrete.- Genetic Programming for Mining Association Rules in Relational Database Environments.- Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets.- A New Evolutionary Approach to Geotechnical and Geo-environmental Modelling.- Application of GFA-MLR and G/PLS Techniques in QSAR/QSPR Studies with Application in Medicinal Chemistry and Predictive Toxicology.- Trading Volitility using Highly Accurate Symbolic Regression.- GPTIPS 2: An Open-Source Software Platform for Symbolic Data Mining.- eCrash: A Genetic Programming-Based Testing Tool for Object-Oriented Software.mehr

Autor