Nicholas Freitag McPhee

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 21

Top Topics

Financial Forecasting

Hyper Heuristics

Symbolic Regression

Genetic Programming

Top Venues

GECCO (Companion)

Genet. Program. Evolvable Mach.

Publications

Nicholas Freitag McPhee, Richard Lussier
The Impact of Step Limits on Generalization and Stability in Software Synthesis. GPTP (2023)
Nicholas Freitag McPhee, William B. Langdon
GP+EM 20th anniversary editorial. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Lee Spector, Nicholas Freitag McPhee, David M. Clark, Ian Lindsay, Bradford Barr, Jon Klein
Push: genetic programming for finite algebras. GECCO (Companion) (2019)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Program synthesis using uniform mutation by addition and deletion. GECCO (2018)
Lee Spector, Nicholas Freitag McPhee
Expressive genetic programming: concepts and applications. GECCO (Companion) (2018)
Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Specialization and elitism in lexicase and tournament selection. GECCO (Companion) (2018)
Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector
Using algorithm configuration tools to optimize genetic programming parameters: a case study. GECCO (Companion) (2017)
Lee Spector, Nicholas Freitag McPhee
Expressive genetic programming: concepts and applications. GECCO (Companion) (2017)
Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector
Improving generalization of evolved programs through automatic simplification. GECCO (2017)
Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
Visualizing genetic programming ancestries using graph databases. GECCO (Companion) (2017)
Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
On the difficulty of benchmarking inductive program synthesis methods. GECCO (Companion) (2017)
Lee Spector, Nicholas Freitag McPhee
Expressive Genetic Programming: Concepts and Applications. GECCO (Companion) (2016)
Thomas Helmuth, Lee Spector, Nicholas Freitag McPhee, Saul Shanabrook
Linear Genomes for Structured Programs. GPTP (2016)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
The Impact of Hyperselection on Lexicase Selection. GECCO (2016)
Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector
Visualizing Genetic Programming Ancestries. GECCO (Companion) (2016)
Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks
Evolution Evolves with Autoconstruction. GECCO (Companion) (2016)
Nicholas Freitag McPhee, Mitchell D. Finzel, Maggie M. Casale, Thomas Helmuth, Lee Spector
A Detailed Analysis of a PushGP Run. GPTP (2016)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance. GECCO (Companion) (2016)
Nicholas Freitag McPhee, David Donatucci, Thomas Helmuth
Using Graph Databases to Explore the Dynamics of Genetic Programming Runs. GPTP (2015)
Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector
Lexicase Selection for Program Synthesis: A Diversity Analysis. GPTP (2015)
Nicholas Freitag McPhee, M. Kirbie Dramdahl, David Donatucci
Impact of Crossover Bias in Genetic Programming. GECCO (2015)
Riccardo Poli, Leonardo Vanneschi, William B. Langdon, Nicholas Freitag McPhee
Theoretical results in genetic programming: the next ten years? Genet. Program. Evolvable Mach. 11 (3-4) (2010)
Riccardo Poli, Mario Graff, Nicholas Freitag McPhee
Free lunches for function and program induction. FOGA (2009)
Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane
Memory with Memory in Tree-Based Genetic Programming. EuroGP (2009)
Nicholas Freitag McPhee, Ellery Fussell Crane, Sara E. Lahr, Riccardo Poli
Developmental plasticity in linear genetic programming. GECCO (2009)
Riccardo Poli, Nicholas Freitag McPhee
Introduction to genetic programming. GECCO (Companion) (2009)
Nicholas Freitag McPhee, Riccardo Poli
Memory with memory: soft assignment in genetic programming. GECCO (2008)
Nicholas Freitag McPhee, Riccardo Poli
N-gram GP: Early results and half-baked ideas. Theory of Evolutionary Algorithms (2008)
Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi
Elitism reduces bloat in genetic programming. GECCO (2008)
Nicholas Freitag McPhee, Brian Ohs, Tyler Hutchison
Semantic Building Blocks in Genetic Programming. EuroGP (2008)
Riccardo Poli, Nicholas Freitag McPhee
Parsimony pressure made easy. GECCO (2008)
Riccardo Poli, Nicholas Freitag McPhee
A Linear Estimation-of-Distribution GP System. EuroGP (2008)
Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi
The impact of population size on code growth in GP: analysis and empirical validation. GECCO (2008)
Riccardo Poli, Alden H. Wright, Nicholas Freitag McPhee, William B. Langdon
Emergent Behaviour, Population-based Search and Low-pass Filtering. IEEE Congress on Evolutionary Computation (2006)
Nicholas Freitag McPhee, Ellery Fussell Crane
A theoretical analysis of the HIFF problem. GECCO (2005)
Riccardo Poli, Nicholas Freitag McPhee, Jonathan E. Rowe
Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover. Genet. Program. Evolvable Mach. 5 (1) (2004)
Nicholas Freitag McPhee, Alex Jarvis, Ellery Fussell Crane
On the Strength of Size Limits in Linear Genetic Programming. GECCO (2) (2004)
Riccardo Poli, Nicholas Freitag McPhee
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II. Evol. Comput. 11 (2) (2003)
Riccardo Poli, Nicholas Freitag McPhee
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I. Evol. Comput. 11 (1) (2003)
Nicholas Freitag McPhee, Riccardo Poli
Using Schema Theory To Explore Interactions Of Multiple Operators. GECCO (2002)
Riccardo Poli, Nicholas Freitag McPhee
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 (2001)
Nicholas Freitag McPhee, Riccardo Poli
A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations. EuroGP (2001)
Riccardo Poli, Nicholas Freitag McPhee
Exact GP schema theory for headless chicken crossover and subtree mutation. CEC (2001)
Nicholas Freitag McPhee, Riccardo Poli, Jonathan E. Rowe
A schema theory analysis of mutation size biases in genetic programming with linear representations. CEC (2001)
Nicholas Freitag McPhee, Nicholas J. Hopper
AppGP: an alternative structural representation for GP. CEC (1999)
Nicholas Freitag McPhee, Justin Darwin Miller
Accurate Replication in Genetic Programming. ICGA (1995)
Nicholas Freitag McPhee, Shang-Ching Chou, Xiao-Shan Gao
Mechanically Proving Geometry Theorems Using a Combination of Wu's Method and Collins' Method. CADE (1994)