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Handbook of Genetic Programming Applications 2015

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Amir Hossein Gandomi, Amir Hossein Alavi, Conor Ryan:
Handbook of Genetic Programming Applications. Springer 2015, ISBN 978-3-319-20882-4

Overview of Genetic Programming Applications

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Penousal Machado, João Correia, Filipe Assunção:
Graph-Based Evolutionary Art. 3-36
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Mohamed A. Shahin:
Genetic Programming for Modelling of Geotechnical Engineering Systems. 37-57
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Elahe Fallah-Mehdipour, Omid Bozorg Haddad:
Application of Genetic Programming in Hydrology. 59-70
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Abdolreza Zahiri, A. A. Dehghani, H. Md. Azamathulla:
Application of Gene-Expression Programming in Hydraulic Engineering. 71-97
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Renu Vyas, Purva Goel, Sanjeev S. Tambe:
Genetic Programming Applications in Chemical Sciences and Engineering. 99-140
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Seyyed Soheil Sadat Hosseini, Alireza Nemati:
Application of Genetic Programming for Electrical Engineering Predictive Modeling: A Review. 141-154
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António Leitão, Penousal Machado:
Mate Choice in Evolutionary Computation. 155-177

Specialized Applications

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William B. Langdon:
Genetically Improved Software. 181-220
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Stanislaw Deniziak, Leszek Ciopinski, Grzegorz Pawinski:
Design of Real-Time Computer-Based Systems Using Developmental Genetic Programming. 221-244
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Conor Ryan, Jeannie Fitzgerald, Krzysztof Krawiec, David Medernach:
Image Classification with Genetic Programming: Building a Stage 1 Computer Aided Detector for Breast Cancer. 245-287
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Mehdi Mousavi, Alireza Azarbakht, Sahar Rahpeyma, Ali Farhadi:
On the Application of Genetic Programming for New Generation of Ground Motion Prediction Equations. 289-307
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Pradyut Kumar Muduli, Sarat Kumar Das:
Evaluation of Liquefaction Potential of Soil Based on Shear Wave Velocity Using Multi-Gene Genetic Programming. 309-343
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Pijush Samui, Yildirim Dalkiliç, J. Jagan:
Site Characterization Using GP, MARS and GPR. 345-357
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Hamed Koohpayehzadeh Esfahani, Bithin Datta:
Use of Genetic Programming Based Surrogate Models to Simulate Complex Geochemical Transport Processes in Contaminated Mine Sites. 359-379
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Rajib Maity, Kironmala Chanda:
Potential of Genetic Programming in Hydroclimatic Prediction of Droughts: An Indian Perspective. 381-398
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Saeed K. Babanajad:
Application of Genetic Programming for Uniaxial and Multiaxial Modeling of Concrete. 399-430
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José María Luna, Alberto Cano, Sebastián Ventura:
Genetic Programming for Mining Association Rules in Relational Database Environments. 431-450
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Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, Nur Zincir-Heywood:
Evolving GP Classifiers for Streaming Data Tasks with Concept Change and Label Budgets: A Benchmarking Study. 451-480

Hybrid Approaches

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Mohammed S. Hussain, Alireza Ahangar-Asr, Youliang Chen, Akbar A. Javadi:
A New Evolutionary Approach to Geotechnical and Geo-Environmental Modelling. 483-499
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Partha Pratim Roy, Supratim Ray, Kunal Roy:
Application of GFA-MLR and G/PLS Techniques in QSAR/QSPR Studies with Application in Medicinal Chemistry and Predictive Toxicology. 501-529
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Michael F. Korns:
Trading Volatility Using Highly Accurate Symbolic Regression. 531-547

Tools

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Dominic P. Searson:
GPTIPS 2: An Open-Source Software Platform for Symbolic Data Mining. 551-573
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José Carlos Bregieiro Ribeiro, Ana Filipa Nogueira, Francisco Fernández de Vega, Mário Alberto Zenha-Rela:
eCrash: a Genetic Programming-Based Testing Tool for Object-Oriented Software. 575-593

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