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Handbook of Genetic Programming Applications 2015
- 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
- Penousal Machado, João Correia
, Filipe Assunção
:
Graph-Based Evolutionary Art. 3-36 - Mohamed A. Shahin
:
Genetic Programming for Modelling of Geotechnical Engineering Systems. 37-57 - Elahe Fallah-Mehdipour, Omid Bozorg Haddad
:
Application of Genetic Programming in Hydrology. 59-70 - Abdolreza Zahiri, A. A. Dehghani, H. Md. Azamathulla
:
Application of Gene-Expression Programming in Hydraulic Engineering. 71-97 - Renu Vyas, Purva Goel, Sanjeev S. Tambe:
Genetic Programming Applications in Chemical Sciences and Engineering. 99-140 - Seyyed Soheil Sadat Hosseini, Alireza Nemati:
Application of Genetic Programming for Electrical Engineering Predictive Modeling: A Review. 141-154 - António Leitão, Penousal Machado:
Mate Choice in Evolutionary Computation. 155-177
Specialized Applications
- William B. Langdon:
Genetically Improved Software. 181-220 - Stanislaw Deniziak
, Leszek Ciopinski
, Grzegorz Pawinski:
Design of Real-Time Computer-Based Systems Using Developmental Genetic Programming. 221-244 - 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 - Mehdi Mousavi, Alireza Azarbakht
, Sahar Rahpeyma, Ali Farhadi:
On the Application of Genetic Programming for New Generation of Ground Motion Prediction Equations. 289-307 - Pradyut Kumar Muduli
, Sarat Kumar Das
:
Evaluation of Liquefaction Potential of Soil Based on Shear Wave Velocity Using Multi-Gene Genetic Programming. 309-343 - Pijush Samui, Yildirim Dalkiliç
, J. Jagan
:
Site Characterization Using GP, MARS and GPR. 345-357 - Hamed Koohpayehzadeh Esfahani
, Bithin Datta:
Use of Genetic Programming Based Surrogate Models to Simulate Complex Geochemical Transport Processes in Contaminated Mine Sites. 359-379 - Rajib Maity
, Kironmala Chanda:
Potential of Genetic Programming in Hydroclimatic Prediction of Droughts: An Indian Perspective. 381-398 - Saeed K. Babanajad:
Application of Genetic Programming for Uniaxial and Multiaxial Modeling of Concrete. 399-430 - José María Luna
, Alberto Cano
, Sebastián Ventura:
Genetic Programming for Mining Association Rules in Relational Database Environments. 431-450 - 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
- Mohammed S. Hussain
, Alireza Ahangar-Asr
, Youliang Chen, Akbar A. Javadi:
A New Evolutionary Approach to Geotechnical and Geo-Environmental Modelling. 483-499 - 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 - Michael F. Korns:
Trading Volatility Using Highly Accurate Symbolic Regression. 531-547
Tools
- Dominic P. Searson:
GPTIPS 2: An Open-Source Software Platform for Symbolic Data Mining. 551-573 - 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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