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ORCIDNicholas Freitag McPhee
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Books and Theses
- 2008
[b1]Riccardo Poli, William B. Langdon, Nicholas Freitag McPhee:
A Field Guide to Genetic Programming. lulu.com 2008, ISBN 978-1-4092-0073-4
Journal Articles
- 2020
- [j5]Nicholas Freitag McPhee, William B. Langdon:
GP+EM 20th anniversary editorial. Genet. Program. Evolvable Mach. 21(1-2): 3-9 (2020) - 2010
- [j4]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): 285-320 (2010) - 2004
- [j3]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): 31-70 (2004) - 2003
- [j2]Riccardo Poli, Nicholas Freitag McPhee:
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I. Evol. Comput. 11(1): 53-66 (2003) - [j1]Riccardo Poli, Nicholas Freitag McPhee:
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II. Evol. Comput. 11(2): 169-206 (2003)
Conference and Workshop Papers
- 2023
- [c41]Nicholas Freitag McPhee, Richard Lussier:
The Impact of Step Limits on Generalization and Stability in Software Synthesis. GPTP 2023: 87-104 - 2019
- [c40]Lee Spector, Nicholas Freitag McPhee, David M. Clark, Ian Lindsay, Bradford Barr, Jon Klein:
Push: genetic programming for finite algebras. GECCO (Companion) 2019: 1175-1196 - 2018
- [c39]Lee Spector, Nicholas Freitag McPhee:
Expressive genetic programming: concepts and applications. GECCO (Companion) 2018: 977-997 - [c38]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Program synthesis using uniform mutation by addition and deletion. GECCO 2018: 1127-1134 - [c37]Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Specialization and elitism in lexicase and tournament selection. GECCO (Companion) 2018: 1914-1917 - 2017
- [c36]Nicholas Freitag McPhee, Thomas Helmuth, Lee Spector:
Using algorithm configuration tools to optimize genetic programming parameters: a case study. GECCO (Companion) 2017: 243-244 - [c35]Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector:
Visualizing genetic programming ancestries using graph databases. GECCO (Companion) 2017: 245-246 - [c34]Lee Spector, Nicholas Freitag McPhee:
Expressive genetic programming: concepts and applications. GECCO (Companion) 2017: 852-871 - [c33]Thomas Helmuth, Nicholas Freitag McPhee, Edward R. Pantridge, Lee Spector:
Improving generalization of evolved programs through automatic simplification. GECCO 2017: 937-944 - [c32]Edward R. Pantridge, Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
On the difficulty of benchmarking inductive program synthesis methods. GECCO (Companion) 2017: 1589-1596 - 2016
- [c31]Lee Spector, Nicholas Freitag McPhee:
Expressive Genetic Programming: Concepts and Applications. GECCO (Companion) 2016: 589-608 - [c30]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
The Impact of Hyperselection on Lexicase Selection. GECCO 2016: 717-724 - [c29]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Effects of Lexicase and Tournament Selection on Diversity Recovery and Maintenance. GECCO (Companion) 2016: 983-990 - [c28]Lee Spector, Nicholas Freitag McPhee, Thomas Helmuth, Maggie M. Casale, Julian Oks:
Evolution Evolves with Autoconstruction. GECCO (Companion) 2016: 1349-1356 - [c27]Nicholas Freitag McPhee, Maggie M. Casale, Mitchell Finzel, Thomas Helmuth, Lee Spector:
Visualizing Genetic Programming Ancestries. GECCO (Companion) 2016: 1419-1426 - [c26]Nicholas Freitag McPhee, Mitchell D. Finzel, Maggie M. Casale, Thomas Helmuth, Lee Spector:
A Detailed Analysis of a PushGP Run. GPTP 2016: 65-83 - [c25]Thomas Helmuth, Lee Spector, Nicholas Freitag McPhee, Saul Shanabrook:
Linear Genomes for Structured Programs. GPTP 2016: 85-100 - 2015
- [c24]Nicholas Freitag McPhee, M. Kirbie Dramdahl, David Donatucci:
Impact of Crossover Bias in Genetic Programming. GECCO 2015: 1079-1086 - [c23]Thomas Helmuth, Nicholas Freitag McPhee, Lee Spector:
Lexicase Selection for Program Synthesis: A Diversity Analysis. GPTP 2015: 151-167 - [c22]Nicholas Freitag McPhee, David Donatucci, Thomas Helmuth:
Using Graph Databases to Explore the Dynamics of Genetic Programming Runs. GPTP 2015: 185-201 - 2009
- [c21]Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane:
Memory with Memory in Tree-Based Genetic Programming. EuroGP 2009: 25-36 - [c20]Riccardo Poli, Mario Graff, Nicholas Freitag McPhee:
Free lunches for function and program induction. FOGA 2009: 183-194 - [c19]Nicholas Freitag McPhee, Ellery Fussell Crane, Sara E. Lahr, Riccardo Poli:
Developmental plasticity in linear genetic programming. GECCO 2009: 1019-1026 - [c18]Riccardo Poli, Nicholas Freitag McPhee:
Introduction to genetic programming. GECCO (Companion) 2009: 2775-2810 - 2008
- [c17]Nicholas Freitag McPhee, Brian Ohs, Tyler Hutchison:
Semantic Building Blocks in Genetic Programming. EuroGP 2008: 134-145 - [c16]Riccardo Poli, Nicholas Freitag McPhee:
A Linear Estimation-of-Distribution GP System. EuroGP 2008: 206-217 - [c15]Nicholas Freitag McPhee, Riccardo Poli:
Memory with memory: soft assignment in genetic programming. GECCO 2008: 1235-1242 - [c14]Riccardo Poli, Nicholas Freitag McPhee:
Parsimony pressure made easy. GECCO 2008: 1267-1274 - [c13]Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi:
The impact of population size on code growth in GP: analysis and empirical validation. GECCO 2008: 1275-1282 - [c12]Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi:
Elitism reduces bloat in genetic programming. GECCO 2008: 1343-1344 - 2006
- [c11]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: 88-95 - 2005
- [c10]Nicholas Freitag McPhee, Ellery Fussell Crane:
A theoretical analysis of the HIFF problem. GECCO 2005: 1153-1160 - 2004
- [c9]Nicholas Freitag McPhee, Alex Jarvis, Ellery Fussell Crane:
On the Strength of Size Limits in Linear Genetic Programming. GECCO (2) 2004: 593-604 - 2002
- [c8]Nicholas Freitag McPhee, Riccardo Poli:
Using Schema Theory To Explore Interactions Of Multiple Operators. GECCO 2002: 853-860 - 2001
- [c7]Riccardo Poli, Nicholas Freitag McPhee:
Exact GP schema theory for headless chicken crossover and subtree mutation. CEC 2001: 1062-1069 - [c6]Nicholas Freitag McPhee, Riccardo Poli, Jonathan E. Rowe:
A schema theory analysis of mutation size biases in genetic programming with linear representations. CEC 2001: 1078-1085 - [c5]Nicholas Freitag McPhee, Riccardo Poli:
A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations. EuroGP 2001: 108-125 - [c4]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: 126-142 - 1999
- [c3]Nicholas Freitag McPhee, Nicholas J. Hopper:
AppGP: an alternative structural representation for GP. CEC 1999: 1377-1383 - 1995
- [c2]Nicholas Freitag McPhee, Justin Darwin Miller:
Accurate Replication in Genetic Programming. ICGA 1995: 303-309 - 1994
- [c1]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: 401-415
Parts in Books or Collections
- 2014
- [p2]Riccardo Poli, Nicholas Freitag McPhee:
Parsimony Pressure Made Easy: Solving the Problem of Bloat in GP. Theory and Principled Methods for the Design of Metaheuristics 2014: 181-204 - 2008
- [p1]William B. Langdon, Riccardo Poli, Nicholas Freitag McPhee, John R. Koza:
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications. Computational Intelligence: A Compendium 2008: 927-1028
Informal and Other Publications
- 2008
- [i1]Nicholas Freitag McPhee, Riccardo Poli:
N-gram GP: Early results and half-baked ideas. Theory of Evolutionary Algorithms 2008
Coauthor Index
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