John R. Koza

According to our database1, John R. Koza
  • authored at least 68 papers between 1989 and 2010.
  • has a "Dijkstra number"2 of three.

Timeline

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Bibliography

2010
Human-competitive results produced by genetic programming.
Genetic Programming and Evolvable Machines, 2010

Introduction to genetic programming tutorial: from the basics to human-competitive results.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2008
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications.
Proceedings of the Computational Intelligence: A Compendium, 2008

Routine high-return human-competitive automated problem-solving by means of genetic programming.
Inf. Sci., 2008

Automated ab initio synthesis of complete designs of four patented optical lens systems by means of genetic programming.
AI EDAM, 2008

Human-competitive machine invention by means of genetic programming.
AI EDAM, 2008

Introduction to genetic programming: tutorial.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Automated synthesis of a fixed-length loaded symmetric dipole antenna whose gain exceeds that of a commercial antenna and matches the theoretical maximum.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Introduction to genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Automatic Computational Discovery of Chemical Reaction Networks Using Genetic Programming.
Proceedings of the Computational Discovery of Scientific Knowledge, 2007

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 operation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005
Automated re-invention of six patented optical lens systems using genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Automated Re-invention of a Previously Patented Optical Lens System Using Genetic Programming.
Proceedings of the Genetic Programming, 8th European Conference, 2005

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.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

2004
Routine automated synthesis of five patented analog circuits using genetic programming.
Soft Comput., 2004

Invention and creativity in automated design by means of genetic programming.
AI EDAM, 2004

Routine High-Return Human-Competitive Evolvable Hardware.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

2003
What's AI Done for Me Lately? Genetic Programming's Human-Competitive Results.
IEEE Intelligent Systems, 2003

2003 AAAI Spring Symposium Series.
AI Magazine, 2003

Routine Human-Competitive Machine Intelligence by means of Genetic Programming.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003

The Importance of Reuse and Development in Evolvable Hardware.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

2002
Iterative Refinement Of Computational Circuits Using Genetic Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Routine Duplication of Post-2000 Patented Inventions by Means of Genetic Programming.
Proceedings of the Genetic Programming, 5th European Conference, 2002

Automatic Synthesis Using Genetic Programming of an Improved General-Purpose Controller for Industrially Representative Plants.
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002

2001
Reverse Engineering of Metabolic Pathways from Observed Data Using Genetic Programming.
Proceedings of the 6th Pacific Symposium on Biocomputing, 2001

Evolving Modules in Genetic Programming by Subtree Encapsulation.
Proceedings of the Genetic Programming, 4th European Conference, 2001

2000
Automatic Creation of Human-Competitive Programs and Controllers by Means of Genetic Programming.
Genetic Programming and Evolvable Machines, 2000

Automatic Synthesis, Placement, and Routing of an Amplifier Circuit by Means of Genetic Programming.
Proceedings of the Evolvable Systems: From Biology to Hardware, 2000

Automatic Synthesis of Electrical Circuits Containing a Free Variable Using Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Automatic Synthesis of Both the Topology and Tuning of a Common Parameterized Controller for Two Families of Plants using Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Automatic Synthesis of Both the Topology and Parameters for a Controller for a Three-Lag Plant with a Five-Second Delay Using Genetic Programming.
Proceedings of the Real-World Applications of Evolutionary Computing, 2000

Evolution of a Controller with a Free Variable Using Genetic Programming.
Proceedings of the Genetic Programming, European Conference, 2000

Use of Conditional Developmental Operators and Free Variables in Automatically Synthesizing Generalized Circuits Using Genetic Programming.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

1999
Genetic Programming 1998: Proceedings of the Third Annual Conference.
IEEE Trans. Evolutionary Computation, 1999

Genetic programming III: darwinian invention and problem solving [Book Review].
IEEE Trans. Evolutionary Computation, 1999

Building a Parallel Computer System for $18, 000 that Performs a Half Peta-Flop per Day.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Evolution by Means of Genetic Programming of Analog Circuits that Perform Digital Functions.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999

Genetic Programming as a Darwinian Invention Machine.
Proceedings of the Genetic Programming, 1999

1998
A Parallel Implementation of Genetic Programming that Achieves Super-Linear Performance.
Inf. Sci., 1998

Evolving Computer Programs Using Rapidly Reconfigurable Field-Programmable Gate Arrays and Genetic Programming.
Proceedings of the 1998 ACM/SIGDA Sixth International Symposium on Field Programmable Gate Arrays, 1998

Using Programmatic Motifs and Genetic Programming to Classify Protein Sequences as to Cellular Location.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997
Automated synthesis of analog electrical circuits by means of genetic programming.
IEEE Trans. Evolutionary Computation, 1997

Evolution using genetic programming of a low-distortion, 96 decibel operational amplifier.
Proceedings of the 1997 ACM symposium on Applied Computing, 1997

Design of a High-Gain Operational Amplifier and Other Circuits by Means of Genetic Programming.
Proceedings of the Evolutionary Programming VI, 6th International Conference, 1997

Automatic programming of a time-optimal robot controller and an analog electrical circuit to implement the robot controller by means of genetic programming.
Proceedings of the Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97, 1997

1996
A Paralle Implementation of Genetic Programming that Achieves Super-Linear Performance.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1996

Reuse, Parameterized Reuse, and Hierarchical Reuse of Substructures in Evolving Electrical Circuits Using Genetic Programming.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996

Evolution of a 60 Decibel Op Amp Using Genetic Programming.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996

Four Problems for which a Computer Program Evolved by Genetic Programming is Competitive with Human Performance.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

Evolution of Iteration in Genetic Programming.
Evolutionary Programming, 1996

1995
Book Review: Hidden Order: How Adaptation Builds Complexity, By John H. Holland, 1995, Helix Books/Addison-Wesley, $24.00, hardcover.
Artificial Life, 1995

Gene Duplication to Enable Genetic Programming to Concurrently Evolve Both the Architecture and Work-Performing Steps of a Computer Program.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Two Ways of Discovering the Size and Shape of a Computer Program to Solve a Problem.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995

Evolving the Architecture of a Multi-part Program in Genetic Programming Using Architecture-Altering Operations.
Evolutionary Programming, 1995

1994
Evolution of a Computer Program for Classifying Protein Segments as Transmembrane Domains Using Genetic Programming.
Proceedings of the Second International Conference on Intelligent Systems for Molecular Biology, 1994

Recognizing Patterns in Protein Sequences Using Iteration-Performing Calculations in Genetic Programming.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

Automated discovery of detectors and iteration-performing calculations to recognize patterns in protein sequences using genetic programming.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Genetic programming 2 - automatic discovery of reusable programs.
Complex adaptive systems, MIT Press, ISBN: 978-0-262-11189-8, 1994

1993
Simultaneous Discovery of Reusable Detectors and Subroutines Using Genetic Programming.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993

Genetic programming - on the programming of computers by means of natural selection.
Complex adaptive systems, MIT Press, ISBN: 978-0-262-11170-6, 1993

1992
Evolution of Food-Foraging Strategies for the Caribbean Anolis Lizard Using Genetic Programming.
Adaptive Behaviour, 1992

Hierarchical Automatic Function Definition in Genetic Programming.
Proceedings of the Second Workshop on Foundations of Genetic Algorithms. Vail, 1992

Automatic Programming of Robots Using Genetic Programming.
Proceedings of the 10th National Conference on Artificial Intelligence. San Jose, 1992

1991
Evolving a Computer Program to Generate Random Numbers Using the Genetic Programming Paradigm.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991

1990
Concept Formation and Decision Tree Induction Using the Genetic Programming Paradigm.
Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990

Genetically breeding populations of computer programs to solve problems in artificial intelligence.
Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence, 1990

A Hierarchical Approach to Learning the Boolean Multiplexer Function.
Proceedings of the First Workshop on Foundations of Genetic Algorithms. Bloomington Campus, 1990

1989
Hierarchical Genetic Algorithms Operating on Populations of Computer Programs.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989


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