• Publications
  • Influence
Genetic programming - on the programming of computers by means of natural selection
  • J. Koza
  • Computer Science
  • Complex adaptive systems
  • 1993
Background on genetic algorithms, LISP, and genetic programming hierarchical problem-solving introduction to automatically-defined functions - the two-boxes problem problems that straddle theExpand
  • 12,451
  • 1501
Hidden Order: How Adaptation Builds Complexity.
  • J. Koza
  • Computer Science
  • Artificial Life
  • 1995
Computer simulations of artificial ecologies typically model the interactions of a population of independently acting, spatially situated, resource-restricted, differently structured,Expand
  • 1,971
  • 243
Genetic Programming I: On the Means of Natural Selection
  • 877
  • 149
Genetic Programming IV: Routine Human-Competitive Machine Intelligence
  • J. Koza
  • Computer Science
  • 31 July 2003
1. Introduction. 2. Background on Genetic Programming. 3. Automatic Synthesis of Controllers. 4. Automatic Synthesis of Circuits. 5. Automatic Synthesis of Circuit Topology, Sizing, Placement, andExpand
  • 723
  • 40
Genetic programming: a paradigm for genetically breeding populations of computer programs to solve problems
Many seemingly different problems in artificial intelligence, symbolic processing, and machine learning can be viewed as requiring discovery of a computer program that produces some desired outputExpand
  • 616
  • 29
Automated synthesis of analog electrical circuits by means of genetic programming
Analog circuit synthesis entails the creation of both the topology and the sizing (numerical values) of all of the circuit's components. This paper presents a single uniform approach using geneticExpand
  • 427
  • 27
Genetic programming as a means for programming computers by natural selection
Many seemingly different problems in machine learning, artificial intelligence, and symbolic processing can be viewed as requiring the discovery of a computer program that produces some desiredExpand
  • 445
  • 25
Genetic Programming III - Darwinian Invention and Problem Solving
  • J. Koza
  • Computer Science
  • Evolutionary Computation
  • 14 May 1999
I. Introduction II. Background III. Architecture-Altering Operations IV. Genetic Programming Problem Solver (GPPS) V. Automated Synthesis of Analog Electrical Circuits VI. Evolvable Hardware VII.Expand
  • 552
  • 23