Researcher

Peter Nordin

Peter Nordin was a Swedish computer scientist whose work linked genetic programming to machine-code induction and robot learning. He earned a master's degree in computer science and engineering at Chalmers in 1988 and completed a computer science PhD at Dortmund in 1997; his thesis introduced CGPS for automatic program induction. With Wolfgang Banzhaf, Robert Keller, and Frank Francone, he coauthored a genetic programming textbook in 1998, then worked on genetic approaches to humanoid walking in studies from 2001 and 2003. He described Brainstorm as cognitive software for autonomous robots, coauthored a 2019 anomaly-detection paper at Semcon, and died in 2020 at age 55.

Born
1965
Died
2020
Works
19
Citations
270
h-index
2

Years link to their sources. Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 1988

    A master's degree at Chalmers

    A Swedish computer scientist, he earns a master's degree in computer science and engineering at Chalmers University of Technology in 1988.

  2. 1997

    CGPS for program induction

    He completes a computer science PhD at the University of Dortmund in 1997. His thesis presents the Compiling Genetic Programming System (CGPS), a machine-learning system that combines evolutionary program induction with large-scale manipulation of binary code to produce programs automatically.

  3. 1998

    A genetic programming textbook

    With Wolfgang Banzhaf, Robert E. Keller, and Frank D. Francone, he coauthors Genetic Programming: An Introduction in 1998. The book introduces genetic programming as a method for automatic program generation.

  4. 2001

    Genetic programming for robot walking

    With Jens Ziegler and Krister Wolff, he coauthors a 2001 paper on a small humanoid walking robot that serves as a platform for the genetic evolution of walking.

  5. 2003

    Linear genetic programming for walking

    In 2003, he and Krister Wolff study linear genetic programming for learning biped locomotion from first principles on a simulated humanoid robot.

  6. 2007

    Brainstorm for autonomous robots

    In 2007, the Institute of Robotics in Scandinavia presents Brainstorm at the RoboBusiness Conference in Boston. Nordin describes it as a complete cognitive software system for autonomous robots.

  7. 2019

    Embedded anomaly detection

    At Semcon, he coauthors a 2019 paper that uses encoder-decoder and linear genetic programming methods to detect anomalies in data from an autonomous mini-vehicle.

  8. 2020

    His death in 2020

    He dies in 2020 at age 55.

Career

Education

  1. 1997University of DortmundPhD
  2. 1988Chalmers University of TechnologyMaster's degree in computer science and engineering

Most-cited works

  1. Explicitly Defined Introns and Destructive Crossover in Genetic Programming1996 · The MIT Press eBooks · 199 citations
  2. Efficient Evolution of Machine Code for CISC Architectures Using Instruction Blocks and Homologous Crossover1999 · The MIT Press eBooks · 71 citations
  3. SEN-R9913 May 31, 19992007 · 0 citations

Sources and credits

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  1. Peter Nordin - Wikipedia en.wikipedia.org. Checked 21 October 2026.
  2. Evolutionary Program Induction of Binary Machine Code and its Applications gpbib.pmacs.upenn.edu. Checked 21 October 2026.
  3. Genetic Programming: An Introduction books.google.co.uk. Checked 21 October 2026.
  4. Genetic Programming Bibliography entries for Peter Nordin gpbib.pmacs.upenn.edu. Checked 21 October 2026.
  5. Constructing a small humanoid walking robot as a platform for the genetic evolution of walking research.chalmers.se. Checked 21 October 2026.
  6. Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot using Linear Genetic Programming research.chalmers.se. Checked 21 October 2026.
  7. Artificial Imagination Liberates Robots From Original Programming | WIRED wired.com. Checked 21 October 2026.
  8. Online encoder-decoder anomaly detection using encoder-decoder architecture with novel self-configuring neural networks & pure linear genetic programming for embedded systems research.chalmers.se. Checked 21 October 2026.
  9. Peter Nordin (in memoriam) – EvoStar 2021 evostar.org. Checked 21 October 2026.