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Handbook of Genetic Programming Applications

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Cover of 'Handbook of Genetic Programming Applications'

Table of Contents

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    Book Overview
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    Chapter 1 Graph-Based Evolutionary Art
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    Chapter 2 Genetic Programming for Modelling of Geotechnical Engineering Systems
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    Chapter 3 Application of Genetic Programming in Hydrology
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    Chapter 4 Application of Gene-Expression Programming in Hydraulic Engineering
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    Chapter 5 Genetic Programming Applications in Chemical Sciences and Engineering
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    Chapter 6 Application of Genetic Programming for Electrical Engineering Predictive Modeling: A Review
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    Chapter 7 Mate Choice in Evolutionary Computation
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    Chapter 8 Handbook of Genetic Programming Applications
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    Chapter 9 Design of Real-Time Computer-Based Systems Using Developmental Genetic Programming
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    Chapter 10 Handbook of Genetic Programming Applications
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    Chapter 11 On the Application of Genetic Programming for New Generation of Ground Motion Prediction Equations
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    Chapter 12 Evaluation of Liquefaction Potential of Soil Based on Shear Wave Velocity Using Multi-Gene Genetic Programming
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    Chapter 13 Site Characterization Using GP, MARS and GPR
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    Chapter 14 Use of Genetic Programming Based Surrogate Models to Simulate Complex Geochemical Transport Processes in Contaminated Mine Sites
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    Chapter 15 Potential of Genetic Programming in Hydroclimatic Prediction of Droughts: An Indian Perspective
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    Chapter 16 Application of Genetic Programming for Uniaxial and Multiaxial Modeling of Concrete
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    Chapter 17 Genetic Programming for Mining Association Rules in Relational Database Environments
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    Chapter 18 Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets: A Benchmarking Study
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    Chapter 19 A New Evolutionary Approach to Geotechnical and Geo-Environmental Modelling
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    Chapter 20 Application of GFA-MLR and G/PLS Techniques in QSAR/QSPR Studies with Application in Medicinal Chemistry and Predictive Toxicology
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    Chapter 21 Trading Volatility Using Highly Accurate Symbolic Regression
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    Chapter 22 GPTIPS 2: An Open-Source Software Platform for Symbolic Data Mining
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    Chapter 23 eCrash : a Genetic Programming-Based Testing Tool for Object-Oriented Software
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Title
Handbook of Genetic Programming Applications
Published by
Springer International Publishing, November 2015
DOI 10.1007/978-3-319-20883-1
ISBNs
978-3-31-920882-4, 978-3-31-920883-1
Editors

Gandomi, Amir H., Alavi, Amir H., Ryan, Conor

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X Demographics

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 158 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
United Kingdom 1 <1%
Unknown 157 99%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 38 24%
Student > Master 28 18%
Researcher 18 11%
Student > Bachelor 11 7%
Student > Doctoral Student 9 6%
Other 18 11%
Unknown 36 23%
Readers by discipline Count As %
Engineering 52 33%
Computer Science 23 15%
Chemical Engineering 5 3%
Business, Management and Accounting 4 3%
Earth and Planetary Sciences 4 3%
Other 18 11%
Unknown 52 33%