Nicholas Freitag McPhee

According to our database, Nicholas Freitag McPhee authored at least 45 papers between 1994 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

GP+EM 20th anniversary editorial.

Nicholas Freitag McPhee, William B. Langdon

Genet. Program. Evolvable Mach., 2020

2019

Push: genetic programming for finite algebras.

Lee Spector, Nicholas Freitag McPhee, David M. Clark, Ian Lindsay, Bradford Barr, Jon Klein

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

Specialization and elitism in lexicase and tournament selection.

Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Program synthesis using uniform mutation by addition and deletion.

Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

On the difficulty of benchmarking inductive program synthesis methods.

Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Using algorithm configuration tools to optimize genetic programming parameters: a case study.

Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Visualizing genetic programming ancestries using graph databases.

Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Improving generalization of evolved programs through automatic simplification.

Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

A Detailed Analysis of a PushGP Run.

Nicholas Freitag McPhee, Mitchell D. Finzel, Maggie M. Casale, Thomas Helmuth, Lee Spector

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Linear Genomes for Structured Programs.

Thomas Helmuth, Lee Spector, Nicholas Freitag McPhee, Saul Shanabrook

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Evolution Evolves with Autoconstruction.

Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Expressive Genetic Programming: Concepts and Applications.

Lee Spector, Nicholas Freitag McPhee

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Visualizing Genetic Programming Ancestries.

Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance.

Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

The Impact of Hyperselection on Lexicase Selection.

Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Impact of Crossover Bias in Genetic Programming.

Nicholas Freitag McPhee, M. Kirbie Dramdahl, David Donatucci

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Parsimony Pressure Made Easy: Solving the Problem of Bloat in GP.

Riccardo Poli, Nicholas Freitag McPhee

Proceedings of the Theory and Principled Methods for the Design of Metaheuristics, 2014

2010

Theoretical results in genetic programming: the next ten years?

Riccardo Poli, Leonardo Vanneschi, William B. Langdon, Nicholas Freitag McPhee

Genet. Program. Evolvable Mach., 2010

2009

Introduction to genetic programming.

Riccardo Poli, Nicholas Freitag McPhee

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Developmental plasticity in linear genetic programming.

Nicholas Freitag McPhee, Ellery Fussell Crane, Sara E. Lahr, Riccardo Poli

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Free lunches for function and program induction.

Riccardo Poli, Mario Graff, Nicholas Freitag McPhee

Proceedings of the Foundations of Genetic Algorithms, 2009

Memory with Memory in Tree-Based Genetic Programming.

Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane

Proceedings of the Genetic Programming, 12th European Conference, 2009

2008

Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications.

William B. Langdon, Riccardo Poli, Nicholas Freitag McPhee, John R. Koza

Proceedings of the Computational Intelligence: A Compendium, 2008

Elitism reduces bloat in genetic programming.

Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

The impact of population size on code growth in GP: analysis and empirical validation.

Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Parsimony pressure made easy.

Riccardo Poli, Nicholas Freitag McPhee

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Memory with memory: soft assignment in genetic programming.

Nicholas Freitag McPhee, Riccardo Poli

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

A Linear Estimation-of-Distribution GP System.

Riccardo Poli, Nicholas Freitag McPhee

Proceedings of the Genetic Programming, 11th European Conference, 2008

Semantic Building Blocks in Genetic Programming.

Nicholas Freitag McPhee, Brian Ohs, Tyler Hutchison

Proceedings of the Genetic Programming, 11th European Conference, 2008

N-gram GP: Early results and half-baked ideas.

Nicholas Freitag McPhee, Riccardo Poli

Proceedings of the Theory of Evolutionary Algorithms, 27.01. - 01.02.2008, 2008

A Field Guide to Genetic Programming

Riccardo Poli, William B. Langdon, Nicholas Freitag McPhee

lulu.com, ISBN: 978-1-4092-0073-4, 2008

2006

Emergent Behaviour, Population-based Search and Low-pass Filtering.

Riccardo Poli, Alden H. Wright, Nicholas Freitag McPhee, William B. Langdon

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

A theoretical analysis of the HIFF problem.

Nicholas Freitag McPhee, Ellery Fussell Crane

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004

Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover.

Riccardo Poli, Nicholas Freitag McPhee, Jonathan E. Rowe

Genet. Program. Evolvable Mach., 2004

On the Strength of Size Limits in Linear Genetic Programming.

Nicholas Freitag McPhee, Alex Jarvis, Ellery Fussell Crane

Proceedings of the Genetic and Evolutionary Computation, 2004

2003

General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II.

Riccardo Poli, Nicholas Freitag McPhee

Evol. Comput., 2003

General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I.

Riccardo Poli, Nicholas Freitag McPhee

Evol. Comput., 2003

2002

Using Schema Theory To Explore Interactions Of Multiple Operators.

Nicholas Freitag McPhee, Riccardo Poli

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001

Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and Their Application to the Study of the Evolution of Size.

Riccardo Poli, Nicholas Freitag McPhee

Proceedings of the Genetic Programming, 4th European Conference, 2001

A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations.

Nicholas Freitag McPhee, Riccardo Poli

Proceedings of the Genetic Programming, 4th European Conference, 2001

Exact GP schema theory for headless chicken crossover and subtree mutation.

Riccardo Poli, Nicholas Freitag McPhee

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

A schema theory analysis of mutation size biases in genetic programming with linear representations.

Nicholas Freitag McPhee, Riccardo Poli, Jonathan E. Rowe

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

1999

AppGP: an alternative structural representation for GP.

Nicholas Freitag McPhee, Nicholas J. Hopper

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1995

Accurate Replication in Genetic Programming.

Nicholas Freitag McPhee, Justin Darwin Miller

Proceedings of the 6th International Conference on Genetic Algorithms, 1995

1994

Mechanically Proving Geometry Theorems Using a Combination of Wu's Method and Collins' Method.

Nicholas Freitag McPhee, Shang-Ching Chou, Xiao-Shan Gao

Proceedings of the Automated Deduction - CADE-12, 12th International Conference on Automated Deduction, Nancy, France, June 26, 1994