Nicholas Freitag McPhee

50 papers A 13B 9Journal 5Unranked 20
YearRankTypeTitle / Venue / Authors
2023 — conf
The Impact of Step Limits on Generalization and Stability in Software Synthesis.
GPTP
Nicholas Freitag McPhee, Richard Lussier
2020 J jnl
GP+EM 20th anniversary editorial.
Genet. Program. Evolvable Mach.
Nicholas Freitag McPhee, William B. Langdon
2019 — conf
Push: genetic programming for finite algebras.
GECCO (Companion)
Lee Spector, Nicholas Freitag McPhee, David M. Clark, Ian Lindsay, Bradford Barr, Jon Klein
2018 — conf
Expressive genetic programming: concepts and applications.
GECCO (Companion)
Lee Spector, Nicholas Freitag McPhee
2018 A conf
Program synthesis using uniform mutation by addition and deletion.
GECCO
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2018 — conf
Specialization and elitism in lexicase and tournament selection.
GECCO (Companion)
Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2017 — conf
Expressive genetic programming: concepts and applications.
GECCO (Companion)
Lee Spector, Nicholas Freitag McPhee
2017 A conf
Improving generalization of evolved programs through automatic simplification.
GECCO
Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector
2017 — conf
On the difficulty of benchmarking inductive program synthesis methods.
GECCO (Companion)
Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2017 — conf
Using algorithm configuration tools to optimize genetic programming parameters: a case study.
GECCO (Companion)
Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector
2017 — conf
Visualizing genetic programming ancestries using graph databases.
GECCO (Companion)
Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
2016 — conf
A Detailed Analysis of a PushGP Run.
GPTP
Nicholas Freitag McPhee, Mitchell D. Finzel, Maggie M. Casale, Thomas Helmuth, Lee Spector
2016 — conf
Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance.
GECCO (Companion)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2016 — conf
Evolution Evolves with Autoconstruction.
GECCO (Companion)
Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks
2016 — conf
Expressive Genetic Programming: Concepts and Applications.
GECCO (Companion)
Lee Spector, Nicholas Freitag McPhee
2016 — conf
Linear Genomes for Structured Programs.
GPTP
Thomas Helmuth, Lee Spector, Nicholas Freitag McPhee, Saul Shanabrook
2016 A conf
The Impact of Hyperselection on Lexicase Selection.
GECCO
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2016 — conf
Visualizing Genetic Programming Ancestries.
GECCO (Companion)
Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
2015 A conf
Impact of Crossover Bias in Genetic Programming.
GECCO
Nicholas Freitag McPhee, M. Kirbie Dramdahl, David Donatucci
2015 — conf
Lexicase Selection for Program Synthesis: A Diversity Analysis.
GPTP
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
2015 — conf
Using Graph Databases to Explore the Dynamics of Genetic Programming Runs.
GPTP
Nicholas Freitag McPhee, David Donatucci, Thomas Helmuth
2014 — ch.
Parsimony Pressure Made Easy: Solving the Problem of Bloat in GP.
Theory and Principled Methods for the Design of Metaheuristics
Riccardo Poli, Nicholas Freitag McPhee
2010 J jnl
Theoretical results in genetic programming: the next ten years?
Genet. Program. Evolvable Mach.
Riccardo Poli, Leonardo Vanneschi, William B. Langdon, Nicholas Freitag McPhee
2009 A conf
Developmental plasticity in linear genetic programming.
GECCO
Nicholas Freitag McPhee, Ellery Fussell Crane, Sara E. Lahr, Riccardo Poli
2009 A conf
Free lunches for function and program induction.
FOGA
Riccardo Poli, Mario Graff, Nicholas Freitag McPhee
2009 — conf
Introduction to genetic programming.
GECCO (Companion)
Riccardo Poli, Nicholas Freitag McPhee
2009 B conf
Memory with Memory in Tree-Based Genetic Programming.
EuroGP
Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane
2008 — book
A Field Guide to Genetic Programming
Riccardo Poli, William B. Langdon, Nicholas Freitag McPhee
2008 B conf
A Linear Estimation-of-Distribution GP System.
EuroGP
Riccardo Poli, Nicholas Freitag McPhee
2008 A conf
Elitism reduces bloat in genetic programming.
GECCO
Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi
2008 — ch.
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications.
Computational Intelligence: A Compendium
William B. Langdon, Riccardo Poli, Nicholas Freitag McPhee, John R. Koza
2008 A conf
Memory with memory: soft assignment in genetic programming.
GECCO
Nicholas Freitag McPhee, Riccardo Poli
2008 — conf
N-gram GP: Early results and half-baked ideas.
Theory of Evolutionary Algorithms
Nicholas Freitag McPhee, Riccardo Poli
2008 A conf
Parsimony pressure made easy.
GECCO
Riccardo Poli, Nicholas Freitag McPhee
2008 B conf
Semantic Building Blocks in Genetic Programming.
EuroGP
Nicholas Freitag McPhee, Brian Ohs, Tyler Hutchison
2008 A conf
The impact of population size on code growth in GP: analysis and empirical validation.
GECCO
Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi
2006 B conf
Emergent Behaviour, Population-based Search and Low-pass Filtering.
IEEE Congress on Evolutionary Computation
Riccardo Poli, Alden H. Wright, Nicholas Freitag McPhee, William B. Langdon
2005 A conf
A theoretical analysis of the HIFF problem.
GECCO
Nicholas Freitag McPhee, Ellery Fussell Crane
2004 J jnl
Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover.
Genet. Program. Evolvable Mach.
Riccardo Poli, Nicholas Freitag McPhee, Jonathan E. Rowe
2004 — conf
On the Strength of Size Limits in Linear Genetic Programming.
GECCO (2)
Nicholas Freitag McPhee, Alex Jarvis, Ellery Fussell Crane
2003 J jnl
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I.
Evol. Comput.
Riccardo Poli, Nicholas Freitag McPhee
2003 J jnl
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II.
Evol. Comput.
Riccardo Poli, Nicholas Freitag McPhee
2002 A conf
Using Schema Theory To Explore Interactions Of Multiple Operators.
GECCO
Nicholas Freitag McPhee, Riccardo Poli
2001 B conf
A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations.
EuroGP
Nicholas Freitag McPhee, Riccardo Poli
2001 B conf
A schema theory analysis of mutation size biases in genetic programming with linear representations.
CEC
Nicholas Freitag McPhee, Riccardo Poli, Jonathan E. Rowe
2001 B conf
Exact GP schema theory for headless chicken crossover and subtree mutation.
CEC
Riccardo Poli, Nicholas Freitag McPhee
2001 B conf
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.
EuroGP
Riccardo Poli, Nicholas Freitag McPhee
1999 B conf
AppGP: an alternative structural representation for GP.
CEC
Nicholas Freitag McPhee, Nicholas J. Hopper
1995 — conf
Accurate Replication in Genetic Programming.
ICGA
Nicholas Freitag McPhee, Justin Darwin Miller
1994 A conf
Mechanically Proving Geometry Theorems Using a Combination of Wu's Method and Collins' Method.
CADE
Nicholas Freitag McPhee, Shang-Ching Chou, Xiao-Shan Gao