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Genetic Programming/

By: MachadoMaterial type: Text

TextPublication details: New York: Springer, ISBN: 978-3-319-16501-1Online resources: Click here to access online

Contents:

The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio V. B. Oliveira Learning Text Patterns Using Separate-and-Conquer Genetic Programming Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation Grant Dick On the Generalization Ability of Geometric Semantic Genetic Programming Ivo Gonçalves, Sara Silva, Carlos M. Fonseca Automatic Derivation of Search Objectives for Test-Based Genetic Programming Krzysztof Krawiec, Paweł Liskowski Evolutionary Design of Transistor Level Digital Circuits Using Discrete Simulation Vojtech Mrazek, Zdenek Vasicek M3GP – Multiclass Classification with GP Luis Muñoz, Sara Silva, Leonardo Trujillo Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling John Park, Su Nguyen, Mengjie Zhang, Mark Johnston Attributed Grammatical Evolution Using Shared Memory Spaces and Dynamically Typed Semantic Function Specification James Vincent Patten, Conor Ryan Indirectly Encoded Fitness Predictors Coevolved with Cartesian Programs Michaela Sikulova, Jiri Hulva, Lukas Sekanina Tapped Delay Lines for GP Streaming Data Classification with Label Budgets Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, A. Nur Zincir-Heywood Cartesian GP in Optimization of Combinational Circuits with Hundreds of Inputs and Thousands of Gates Zdenek Vasicek Posters Genetic Programming for Feature Selection and Question-Answer Ranking in IBM Watson Urvesh Bhowan, D. J. McCloskey Automatic Evolution of Parallel Recursive Programs Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models Igor S. Peretta, Keiji Yamanaka, Paul Bourgine, Pierre Collet Evolutionary Methods for the Construction of Cryptographic Boolean Functions Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina Templar – A Framework for Template-Method Hyper-Heuristics Jerry Swan, Nathan Burles

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode	Item holds
e-Books	Central Library, Sikkim University		Not for loan		E-316

Total holds: 0

The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems
Julio Albinati, Gisele L. Pappa, Fernando E. B. Otero, Luiz Otávio V. B. Oliveira

Learning Text Patterns Using Separate-and-Conquer Genetic Programming
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao

Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation
Grant Dick

On the Generalization Ability of Geometric Semantic Genetic Programming
Ivo Gonçalves, Sara Silva, Carlos M. Fonseca

Automatic Derivation of Search Objectives for Test-Based Genetic Programming
Krzysztof Krawiec, Paweł Liskowski

Evolutionary Design of Transistor Level Digital Circuits Using Discrete Simulation
Vojtech Mrazek, Zdenek Vasicek

M3GP – Multiclass Classification with GP
Luis Muñoz, Sara Silva, Leonardo Trujillo

Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling
John Park, Su Nguyen, Mengjie Zhang, Mark Johnston

Attributed Grammatical Evolution Using Shared Memory Spaces and Dynamically Typed Semantic Function Specification
James Vincent Patten, Conor Ryan

Indirectly Encoded Fitness Predictors Coevolved with Cartesian Programs
Michaela Sikulova, Jiri Hulva, Lukas Sekanina

Tapped Delay Lines for GP Streaming Data Classification with Label Budgets
Ali Vahdat, Jillian Morgan, Andrew R. McIntyre, Malcolm I. Heywood, A. Nur Zincir-Heywood

Cartesian GP in Optimization of Combinational Circuits with Hundreds of Inputs and Thousands of Gates
Zdenek Vasicek

Posters

Genetic Programming for Feature Selection and Question-Answer Ranking in IBM Watson
Urvesh Bhowan, D. J. McCloskey

Automatic Evolution of Parallel Recursive Programs
Gopinath Chennupati, R. Muhammad Atif Azad, Conor Ryan

Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models
Igor S. Peretta, Keiji Yamanaka, Paul Bourgine, Pierre Collet

Evolutionary Methods for the Construction of Cryptographic Boolean Functions
Stjepan Picek, Domagoj Jakobovic, Julian F. Miller, Elena Marchiori, Lejla Batina

Templar – A Framework for Template-Method Hyper-Heuristics
Jerry Swan, Nathan Burles

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