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John R. Koza
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Books and Theses
- 1994
- [b2]John R. Koza:
Genetic programming 2 - automatic discovery of reusable programs. Complex adaptive systems, MIT Press 1994, ISBN 978-0-262-11189-8, pp. I-XX, 1-746 - 1993
- [b1]John R. Koza:
Genetic programming - on the programming of computers by means of natural selection. Complex adaptive systems, MIT Press 1993, ISBN 978-0-262-11170-6, pp. I-XVIII, 1-419
Journal Articles
- 2010
- [j15]John R. Koza:
Human-competitive results produced by genetic programming. Genet. Program. Evolvable Mach. 11(3-4): 251-284 (2010) - 2008
- [j14]John R. Koza:
Human-competitive machine invention by means of genetic programming. Artif. Intell. Eng. Des. Anal. Manuf. 22(3): 185-193 (2008) - [j13]John R. Koza, Sameer H. Al-Sakran, Lee W. Jones:
Automated ab initio synthesis of complete designs of four patented optical lens systems by means of genetic programming. Artif. Intell. Eng. Des. Anal. Manuf. 22(3): 249-273 (2008) - [j12]John R. Koza, Matthew J. Streeter, Martin A. Keane:
Routine high-return human-competitive automated problem-solving by means of genetic programming. Inf. Sci. 178(23): 4434-4452 (2008) - 2004
- [j11]John R. Koza, Martin A. Keane, Matthew J. Streeter, Thomas P. Adams, Lee W. Jones:
Invention and creativity in automated design by means of genetic programming. Artif. Intell. Eng. Des. Anal. Manuf. 18(3): 245-269 (2004) - [j10]John R. Koza, Martin A. Keane, Matthew J. Streeter:
Routine automated synthesis of five patented analog circuits using genetic programming. Soft Comput. 8(5): 318-324 (2004) - 2003
- [j9]Andreas Abecker, Erik K. Antonsson, Charles B. Callaway, Virginia Dignum, Patrick Doherty, Ludger van Elst, Michael Freed, Reva Freedman, Hans W. Guesgen, Gareth J. F. Jones, John R. Koza, David Kortenkamp, Mark T. Maybury, John McCarthy, Debasis Mitra, Jochen Renz, Debra Schreckenghost, Mary-Anne Williams:
2003 AAAI Spring Symposium Series. AI Mag. 24(3): 131-140 (2003) - [j8]John R. Koza, Martin A. Keane, Matthew J. Streeter:
What's AI Done for Me Lately? Genetic Programming's Human-Competitive Results. IEEE Intell. Syst. 18(3): 25-31 (2003) - 2000
- [j7]John R. Koza, Martin A. Keane, Jessen Yu, Forrest H. Bennett III, William Mydlowec:
Automatic Creation of Human-Competitive Programs and Controllers by Means of Genetic Programming. Genet. Program. Evolvable Mach. 1(1/2): 121-164 (2000) - 1999
- [j6]John R. Koza, Wolfgang Banzhaf, Kumar Chellapilla, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max H. Garzon, David E. Goldberg, Hitoshi Iba, Rick L. Riolo:
Genetic Programming 1998: Proceedings of the Third Annual Conference. IEEE Trans. Evol. Comput. 3(2): 159-161 (1999) - [j5]John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane:
Genetic programming III: darwinian invention and problem solving [Book Review]. IEEE Trans. Evol. Comput. 3(3): 251-253 (1999) - 1998
- [j4]David Andre, John R. Koza:
A Parallel Implementation of Genetic Programming that Achieves Super-Linear Performance. Inf. Sci. 106(3-4): 201-218 (1998) - 1997
- [j3]John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane, Frank Dunlap:
Automated synthesis of analog electrical circuits by means of genetic programming. IEEE Trans. Evol. Comput. 1(2): 109-128 (1997) - 1995
- [j2]John R. Koza:
Book Review: Hidden Order: How Adaptation Builds Complexity, By John H. Holland, 1995, Helix Books/Addison-Wesley, $24.00, hardcover. Artif. Life 2(3): 333-335 (1995) - 1992
- [j1]John R. Koza, Jonathan Roughgarden, James P. Rice:
Evolution of Food-Foraging Strategies for the Caribbean Anolis Lizard Using Genetic Programming. Adapt. Behav. 1(2): 171-199 (1992)
Conference and Workshop Papers
- 2010
- [c52]John R. Koza:
Introduction to genetic programming tutorial: from the basics to human-competitive results. GECCO (Companion) 2010: 2137-2262 - 2008
- [c51]John R. Koza:
Introduction to genetic programming: tutorial. GECCO (Companion) 2008: 2299-2338 - 2007
- [c50]John R. Koza, Sameer H. Al-Sakran, Lee W. Jones, Greg Manassero:
Automated synthesis of a fixed-length loaded symmetric dipole antenna whose gain exceeds that of a commercial antenna and matches the theoretical maximum. GECCO 2007: 2074-2081 - [c49]John R. Koza:
Introduction to genetic programming. GECCO (Companion) 2007: 3323-3365 - 2006
- [c48]Lee W. Jones, Sameer H. Al-Sakran, John R. Koza:
Automated synthesis of a human-competitive solution to the challenge problem of the 2002 international optical design conference by means of genetic programming and a multi-dimensional mutation operation. GECCO 2006: 823-830 - 2005
- [c47]John R. Koza, Sameer H. Al-Sakran, Lee W. Jones:
Cross-Domain Features of Runs of Genetic Programming Used to Evolve Designs for Analog Circuits, Optical Lens Systems, Controllers, Antennas, Mechanical Systems, and Quantum Computing Circuits. Evolvable Hardware 2005: 205-214 - [c46]Sameer H. Al-Sakran, John R. Koza, Lee W. Jones:
Automated Re-invention of a Previously Patented Optical Lens System Using Genetic Programming. EuroGP 2005: 25-37 - [c45]John R. Koza, Sameer H. Al-Sakran, Lee W. Jones:
Automated re-invention of six patented optical lens systems using genetic programming. GECCO 2005: 1953-1960 - 2004
- [c44]John R. Koza, Martin A. Keane, Matthew J. Streeter:
Routine High-Return Human-Competitive Evolvable Hardware. Evolvable Hardware 2004: 3-17 - 2003
- [c43]John R. Koza, Martin A. Keane, Matthew J. Streeter:
The Importance of Reuse and Development in Evolvable Hardware. Evolvable Hardware 2003: 33-42 - [c42]John R. Koza:
Routine Human-Competitive Machine Intelligence by means of Genetic Programming. ICMLA 2003: 6-12 - 2002
- [c41]Martin A. Keane, John R. Koza, Matthew J. Streeter:
Automatic Synthesis Using Genetic Programming of an Improved General-Purpose Controller for Industrially Representative Plants. Evolvable Hardware 2002: 113-122 - [c40]Matthew J. Streeter, Martin A. Keane, John R. Koza:
Routine Duplication of Post-2000 Patented Inventions by Means of Genetic Programming. EuroGP 2002: 26-36 - [c39]Matthew J. Streeter, Martin A. Keane, John R. Koza:
Iterative Refinement Of Computational Circuits Using Genetic Programming. GECCO 2002: 877-884 - 2001
- [c38]Simon C. Roberts, Daniel Howard, John R. Koza:
Evolving Modules in Genetic Programming by Subtree Encapsulation. EuroGP 2001: 160-175 - [c37]John R. Koza, William Mydlowec, Guido Lanza, Jessen Yu, Martin A. Keane:
Reverse Engineering of Metabolic Pathways from Observed Data Using Genetic Programming. Pacific Symposium on Biocomputing 2001: 434-445 - 2000
- [c36]John R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec, Forrest H. Bennett III:
Automatic synthesis of both the control law and parameters for a controller for a three-lag plant with five-second delay using genetic programming and simulation techniques. ACC 2000: 453-459 - [c35]John R. Koza, Jessen Yu, William Mydlowec, Martin A. Keane:
Use of Conditional Developmental Operators and Free Variables in Automatically Synthesizing Generalized Circuits Using Genetic Programming. Evolvable Hardware 2000: 5-16 - [c34]John R. Koza, Jessen Yu, Martin A. Keane, William Mydlowec:
Evolution of a Controller with a Free Variable Using Genetic Programming. EuroGP 2000: 91-105 - [c33]John R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec, Forrest H. Bennett III:
Automatic Synthesis of Both the Topology and Parameters for a Controller for a Three-Lag Plant with a Five-Second Delay Using Genetic Programming. EvoWorkshops 2000: 168-177 - [c32]John R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec:
Automatic Synthesis of Electrical Circuits Containing a Free Variable Using Genetic Programming. GECCO 2000: 477-484 - [c31]Martin A. Keane, Jessen Yu, John R. Koza:
Automatic Synthesis of Both the Topology and Tuning of a Common Parameterized Controller for Two Families of Plants using Genetic Programming. GECCO 2000: 496-504 - [c30]Forrest H. Bennett III, John R. Koza, Jessen Yu, William Mydlowec:
Automatic Synthesis, Placement, and Routing of an Amplifier Circuit by Means of Genetic Programming. ICES 2000: 1-10 - 1999
- [c29]John R. Koza, Forrest H. Bennett III, Oscar Stiffelman:
Genetic Programming as a Darwinian Invention Machine. EuroGP 1999: 93-108 - [c28]Forrest H. Bennett III, John R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec, Oscar Stiffelman:
Evolution by Means of Genetic Programming of Analog Circuits that Perform Digital Functions. GECCO 1999: 1477-1483 - [c27]Forrest H. Bennett III, John R. Koza, James Shipman, Oscar Stiffelman:
Building a Parallel Computer System for $18, 000 that Performs a Half Peta-Flop per Day. GECCO 1999: 1484-1490 - 1998
- [c26]John R. Koza, Forrest H. Bennett III, David Andre:
Using Programmatic Motifs and Genetic Programming to Classify Protein Sequences as to Cellular Location. Evolutionary Programming 1998: 437-447 - [c25]John R. Koza, Forrest H. Bennett III, Jeffrey L. Hutchings, Stephen L. Bade, Martin A. Keane, David Andre:
Evolving Computer Programs Using Rapidly Reconfigurable Field-Programmable Gate Arrays and Genetic Programming. FPGA 1998: 209-219 - 1997
- [c24]John R. Koza, Forrest H. Bennett III, Martin A. Keane, David Andre:
Automatic programming of a time-optimal robot controller and an analog electrical circuit to implement the robot controller by means of genetic programming. CIRA 1997: 340-346 - [c23]John R. Koza, David Andre, Forrest H. Bennett III, Martin A. Keane:
Design of a High-Gain Operational Amplifier and Other Circuits by Means of Genetic Programming. Evolutionary Programming 1997: 125-136 - [c22]John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane:
Evolution using genetic programming of a low-distortion, 96 decibel operational amplifier. SAC 1997: 207-216 - 1996
- [c21]John R. Koza, David Andre:
Evolution of Iteration in Genetic Programming. Evolutionary Programming 1996: 469-478 - [c20]John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane:
Four Problems for which a Computer Program Evolved by Genetic Programming is Competitive with Human Performance. International Conference on Evolutionary Computation 1996: 1-10 - [c19]John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane:
Reuse, Parameterized Reuse, and Hierarchical Reuse of Substructures in Evolving Electrical Circuits Using Genetic Programming. ICES 1996: 312-326 - [c18]Forrest H. Bennett III, John R. Koza, David Andre, Martin A. Keane:
Evolution of a 60 Decibel Op Amp Using Genetic Programming. ICES 1996: 455-469 - [c17]David Andre, John R. Koza:
A Paralle Implementation of Genetic Programming that Achieves Super-Linear Performance. PDPTA 1996: 1163-1174 - 1995
- [c16]John R. Koza:
Evolving the Architecture of a Multi-part Program in Genetic Programming Using Architecture-Altering Operations. Evolutionary Programming 1995: 695-717 - [c15]John R. Koza:
Two Ways of Discovering the Size and Shape of a Computer Program to Solve a Problem. ICGA 1995: 287-294 - [c14]John R. Koza:
Gene Duplication to Enable Genetic Programming to Concurrently Evolve Both the Architecture and Work-Performing Steps of a Computer Program. IJCAI (1) 1995: 734-740 - 1994
- [c13]John R. Koza:
Automated discovery of detectors and iteration-performing calculations to recognize patterns in protein sequences using genetic programming. CVPR 1994: 684-689 - [c12]John R. Koza:
Recognizing Patterns in Protein Sequences Using Iteration-Performing Calculations in Genetic Programming. International Conference on Evolutionary Computation 1994: 245-249 - [c11]John R. Koza:
Evolution of a Computer Program for Classifying Protein Segments as Transmembrane Domains Using Genetic Programming. ISMB 1994: 244-252 - 1993
- [c10]John R. Koza:
Simultaneous Discovery of Reusable Detectors and Subroutines Using Genetic Programming. ICGA 1993: 295-302 - [c9]John R. Koza, Martin A. Keane, James P. Rice:
Performance improvement of machine learning via automatic discovery of facilitating functions as applied to a problem of symbolic system identification. ICNN 1993: 191-198 - [c8]John R. Koza:
Simultaneous discovery of detectors and a way of using the detectors via genetic programming. ICNN 1993: 1794-1801 - 1992
- [c7]John R. Koza, James P. Rice:
Automatic Programming of Robots Using Genetic Programming. AAAI 1992: 194-201 - [c6]John R. Koza:
Hierarchical Automatic Function Definition in Genetic Programming. FOGA 1992: 297-318 - 1991
- [c5]John R. Koza:
Evolving a Computer Program to Generate Random Numbers Using the Genetic Programming Paradigm. ICGA 1991: 37-44 - 1990
- [c4]John R. Koza:
A Hierarchical Approach to Learning the Boolean Multiplexer Function. FOGA 1990: 171-192 - [c3]John R. Koza:
Genetically breeding populations of computer programs to solve problems in artificial intelligence. TAI 1990: 819-827 - [c2]John R. Koza:
Concept Formation and Decision Tree Induction Using the Genetic Programming Paradigm. PPSN 1990: 124-128 - 1989
- [c1]John R. Koza:
Hierarchical Genetic Algorithms Operating on Populations of Computer Programs. IJCAI 1989: 768-774
Parts in Books or Collections
- 2008
- [p4]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 - 2007
- [p3]John R. Koza, William Mydlowec, Guido Lanza, Jessen Yu, Martin A. Keane:
Automatic Computational Discovery of Chemical Reaction Networks Using Genetic Programming. Computational Discovery of Scientific Knowledge 2007: 205-227 - 2006
- [p2]John R. Koza, Martin A. Keane, Matthew J. Streeter, Sameer H. Al-Sakran, Lee W. Jones:
Human-Competitive Evolvable Hardware Created by Means of Genetic Programming. Evolvable Hardware 2006: 173-197 - 2003
- [p1]John R. Koza:
Genetic Programming: Automatic Synthesis of Topologies and Numerical Parameters. Handbook of Metaheuristics 2003: 83-104
Coauthor Index
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