John R. Koza - researchr alias

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2010

Human-competitive results produced by genetic programmingJohn R. Koza. gpem, 11(3-4):251-284, 2010. [doi]

Introduction to genetic programming tutorial: from the basics to human-competitive resultsJohn R. Koza. gecco 2010: 2137-2262 [doi]

2008

Human-competitive machine invention by means of genetic programmingJohn R. Koza. aiedam, 22(3):185-193, 2008. [doi]

Routine high-return human-competitive automated problem-solving by means of genetic programmingJohn R. Koza, Matthew J. Streeter, Martin A. Keane. isci, 178(23):4434-4452, 2008. [doi]

Introduction to genetic programming: tutorialJohn R. Koza. gecco 2008: 2299-2338 [doi]

Automated ::::ab initio:::: synthesis of complete designs of four patented optical lens systems by means of genetic programmingJohn R. Koza, Sameer H. Al-Sakran, Lee W. Jones. aiedam, 22(3):249-273, 2008. [doi]

Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and ApplicationsWilliam B. Langdon, Riccardo Poli, Nicholas Freitag McPhee, John R. Koza. In John Fulcher, Lakhmi C. Jain, editors, Computational Intelligence: A Compendium. Volume 115 of Studies in Computational Intelligence, pages 927-1028, Springer, 2008. [doi]

2007

Automated synthesis of a fixed-length loaded symmetric dipole antenna whose gain exceeds that of a commercial antenna and matches the theoretical maximumJohn R. Koza, Sameer H. Al-Sakran, Lee W. Jones, Greg Manassero. gecco 2007: 2074-2081 [doi]

Introduction to genetic programmingJohn R. Koza. gecco 2007: 3323-3365 [doi]

Automatic Computational Discovery of Chemical Reaction Networks Using Genetic ProgrammingJohn R. Koza, William Mydlowec, Guido Lanza, Jessen Yu, Martin A. Keane. dis 2007: 205-227 [doi]

2006

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 operationLee W. Jones, Sameer H. Al-Sakran, John R. Koza. gecco 2006: 823-830 [doi]

2005

Automated Re-invention of a Previously Patented Optical Lens System Using Genetic ProgrammingSameer H. Al-Sakran, John R. Koza, Lee W. Jones. eurogp 2005: 25-37 [doi]

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 CircuitsJohn R. Koza, Sameer H. Al-Sakran, Lee W. Jones. ehci 2005: 205-214 [doi]

Automated re-invention of six patented optical lens systems using genetic programmingJohn R. Koza, Sameer H. Al-Sakran, Lee W. Jones. gecco 2005: 1953-1960 [doi]

2004

Routine High-Return Human-Competitive Evolvable HardwareJohn R. Koza, Martin A. Keane, Matthew J. Streeter. ehci 2004: 3-17 [doi]

Routine automated synthesis of five patented analog circuits using genetic programmingJohn R. Koza, Martin A. Keane, Matthew J. Streeter. soco, 8(5):318-324, 2004. [doi]

Invention and creativity in automated design by means of genetic programmingJohn R. Koza, Martin A. Keane, Matthew J. Streeter, Thomas P. Adams, Lee W. Jones. aiedam, 18(3):245-269, 2004.

2003

2002

Automatic Synthesis Using Genetic Programming of an Improved General-Purpose Controller for Industrially Representative PlantsMartin A. Keane, John R. Koza, Matthew J. Streeter. eh 2002: 113-122 [doi]

Routine Duplication of Post-2000 Patented Inventions by Means of Genetic ProgrammingMatthew J. Streeter, Martin A. Keane, John R. Koza. eurogp 2002: 26-36 [doi]

Iterative Refinement Of Computational Circuits Using Genetic ProgrammingMatthew J. Streeter, Martin A. Keane, John R. Koza. gecco 2002: 877-884

2001

Reverse Engineering of Metabolic Pathways from Observed Data Using Genetic ProgrammingJohn R. Koza, William Mydlowec, Guido Lanza, Jessen Yu, Martin A. Keane. psb 2001: 434-445 [doi]

Evolving Modules in Genetic Programming by Subtree EncapsulationSimon C. Roberts, Daniel Howard, John R. Koza. eurogp 2001: 160-175 [doi]

2000

Automatic Synthesis, Placement, and Routing of an Amplifier Circuit by Means of Genetic ProgrammingForrest H. Bennett III, John R. Koza, Jessen Yu, William Mydlowec. ices 2000: 1-10 [doi]

Automatic Synthesis of Both the Topology and Tuning of a Common Parameterized Controller for Two Families of Plants using Genetic ProgrammingMartin A. Keane, Jessen Yu, John R. Koza. gecco 2000: 496-504

Automatic Creation of Human-Competitive Programs and Controllers by Means of Genetic ProgrammingJohn R. Koza, Martin A. Keane, Jessen Yu, Forrest H. Bennett III, William Mydlowec. gpem, 1(1/2):121-164, 2000.

Automatic Synthesis of Both the Topology and Parameters for a Controller for a Three-Lag Plant with a Five-Second Delay Using Genetic ProgrammingJohn R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec, Forrest H. Bennett III. evoW 2000: 168-177

Automatic Synthesis of Electrical Circuits Containing a Free Variable Using Genetic ProgrammingJohn R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec. gecco 2000: 477-484

Evolution of a Controller with a Free Variable Using Genetic ProgrammingJohn R. Koza, Jessen Yu, Martin A. Keane, William Mydlowec. eurogp 2000: 91-105

Use of Conditional Developmental Operators and Free Variables in Automatically Synthesizing Generalized Circuits Using Genetic ProgrammingJohn R. Koza, Jessen Yu, William Mydlowec, Martin A. Keane. eh 2000: 5-16 [doi]

1999

Building a Parallel Computer System for 18, 000 that Performs a Half Peta-Flop per DayForrest H. Bennett III, John R. Koza, James Shipman, Oscar Stiffelman. gecco 1999: 1484-1490

Evolution by Means of Genetic Programming of Analog Circuits that Perform Digital FunctionsForrest H. Bennett III, John R. Koza, Martin A. Keane, Jessen Yu, William Mydlowec, Oscar Stiffelman. gecco 1999: 1477-1483

Genetic programming III: darwinian invention and problem solving [Book Review]John R. Koza, Forrest H. Bennett III, David Andre, Martin A. Keane. tec, 3(3):251-253, 1999.

Genetic Programming 1998: Proceedings of the Third Annual ConferenceJohn R. Koza, Wolfgang Banzhaf, Kumar Chellapilla, Kalyanmoy Deb, Marco Dorigo, David B. Fogel, Max H. Garzon, David E. Goldberg, Hitoshi Iba, Rick L. Riolo. tec, 3(2):159-161, 1999.

Genetic Programming as a Darwinian Invention MachineJohn R. Koza, Forrest H. Bennett III, Oscar Stiffelman. eurogp 1999: 93-108 [doi]

1998

A Parallel Implementation of Genetic Programming that Achieves Super-Linear PerformanceDavid Andre, John R. Koza. isci, 106(3-4):201-218, 1998.

Using Programmatic Motifs and Genetic Programming to Classify Protein Sequences as to Cellular LocationJohn R. Koza, Forrest H. Bennett III, David Andre. eps 1998: 437-447

Evolving Computer Programs Using Rapidly Reconfigurable Field-Programmable Gate Arrays and Genetic ProgrammingJohn R. Koza, Forrest H. Bennett III, Jeffrey L. Hutchings, Stephen L. Bade, Martin A. Keane, David Andre. fpga 1998: 209-219 [doi]

1997

1996

1995

Two Ways of Discovering the Size and Shape of a Computer Program to Solve a ProblemJohn R. Koza. icga 1995: 287-294

Book Review: Hidden Order: How Adaptation Builds Complexity, By John H. Holland, 1995, Helix Books/Addison-Wesley, 24.00, hardcoverJohn R. Koza. alife, 2(3):333-335, 1995.

Evolving the Architecture of a Multi-part Program in Genetic Programming Using Architecture-Altering OperationsJohn R. Koza. eps 1995: 695-717

Gene Duplication to Enable Genetic Programming to Concurrently Evolve Both the Architecture and Work-Performing Steps of a Computer ProgramJohn R. Koza. IJCAI 1995: 734-740

1994

Recognizing Patterns in Protein Sequences Using Iteration-Performing Calculations in Genetic ProgrammingJohn R. Koza. icec 1994: 245-249

Evolution of a Computer Program for Classifying Protein Segments as Transmembrane Domains Using Genetic ProgrammingJohn R. Koza. ismb 1994: 244-252

Genetic programming 2 - automatic discovery of reusable programsJohn R. Koza. Complex adaptive systems, MIT Press, 1994.

1993

Genetic programming - on the programming of computers by means of natural selectionJohn R. Koza. Complex adaptive systems, MIT Press, 1993.

Simultaneous Discovery of Reusable Detectors and Subroutines Using Genetic ProgrammingJohn R. Koza. icga 1993: 295-302

1992

Automatic Programming of Robots Using Genetic ProgrammingJohn R. Koza, James Rice. AAAI 1992: 194-201

Hierarchical Automatic Function Definition in Genetic ProgrammingJohn R. Koza. foga 1993: 297-318

1991

Evolving a Computer Program to Generate Random Numbers Using the Genetic Programming ParadigmJohn R. Koza. icga 1991: 37-44

1990

Concept Formation and Decision Tree Induction Using the Genetic Programming ParadigmJohn R. Koza. ppsn 1991: 124-128

A Hierarchical Approach to Learning the Boolean Multiplexer FunctionJohn R. Koza. foga 1991: 171-192

1989

Hierarchical Genetic Algorithms Operating on Populations of Computer ProgramsJohn R. Koza. IJCAI 1989: 768-774