Genetic Programming/
Machado
Genetic Programming/ - New York: Springer,
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
978-3-319-16501-1
Genetic Programming/ - New York: Springer,
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
978-3-319-16501-1