PeopleofSuperintelligence

Researcher

Richard K. Belew

Also known as Rik Belew, Richard Belew

Richard Belew is an emeritus professor of cognitive science at UC San Diego whose work on adaptive systems spans genetic algorithms, connectionist learning and information retrieval. After a 1986 PhD at Michigan on adaptive information retrieval, he analyzed how evolution and learning interact and added culture as a third adaptive system in a 1989 report. He served as program co-chair of the 1991 International Conference on Genetic Algorithms at UC San Diego and co-edited Adaptive Individuals in Evolving Populations with Melanie Mitchell in 1996. A coauthor of the 1998 AutoDock paper on a Lamarckian genetic algorithm and of a 1999 PNAS paper on coevolving HIV-1 protease inhibitors, he also wrote Finding Out About, a book on search engines that Cambridge University Press published in 2000. He moved to the Cognitive Science department in 2002.

Works
112
Citations
41,797
h-index
39
Badges

Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 1986

    A Michigan doctorate

    He earns a B.S. in mathematics from the University of Minnesota, then a master's degree and a PhD in Computer and Communication Sciences from the University of Michigan. His 1986 doctoral thesis, Adaptive Information Retrieval: Machine Learning in Associative Networks, is advised by Stephen Kaplan and Paul D. Scott.

  2. 1989

    Evolution, learning and culture

    In October 1989, he announces UC San Diego technical report CS89-156, Evolution, Learning and Culture: Computational metaphors for adaptive algorithms, which analyzes the Hinton and Nowlan simulation of how the evolution of species and the learning of individuals interact. The report adds culture as a third adaptive system between individual learning and population evolution, and the work appears in the journal Complex Systems, volume 4, issue 1.

  3. 1991–1996

    Editing genetic algorithm volumes

    He and Lashon B. Booker serve as program co-chairs and proceedings editors of the Fourth International Conference on Genetic Algorithms, held at UC San Diego in July 1991. In 1996, he and Melanie Mitchell edit Adaptive Individuals in Evolving Populations for Addison-Wesley, a volume that grows out of a Santa Fe Institute meeting in the summer of 1993 that gathers about 20 biologists, psychologists and computer scientists.

  4. 1995–1999

    Coevolution for HIV protease inhibitors

    In 1995, he and Christopher D. Rosin publish "Methods for Competitive Co-Evolution: Finding Opponents Worth Beating" in the proceedings of the 6th International Conference on Genetic Algorithms. In 1999, he coauthors a PNAS paper with Rosin, Garrett M. Morris, Arthur J. Olson and David S. Goodsell that uses a coevolutionary method to design HIV-1 protease inhibitors that keep their efficacy as the protease mutates.

  5. 1998–2009

    AutoDock's Lamarckian genetic algorithm

    In 1998, he is a coauthor of "Automated docking using a Lamarckian genetic algorithm and an empirical binding free energy function" in the Journal of Computational Chemistry, with Garrett M. Morris, David S. Goodsell, William E. Hart and others. In 2009, he coauthors the release of AutoDock4 and AutoDockTools4, which add limited flexibility in the receptor.

  6. 2000

    The book Finding Out About

    Cambridge University Press publishes his book Finding Out About: A Cognitive Perspective on Search Engine Technology and the WWW in 2000. It follows the problem of identifying documents that help someone learn more about a topic, from building and evaluating a search engine to the question of what language means.

  7. 2002

    Move to Cognitive Science

    He moves to the Cognitive Science department at UC San Diego in 2002.

  8. As of October 2026

    Emeritus in Cognitive Science

    He is an emeritus professor in the Department of Cognitive Science at UC San Diego, listed among its emeritus faculty.

Career

  1. Since 1987University of California, San DiegoEmeritus Professor

Education

  1. 1986University of MichiganMaster's degree in Computer and Communication Sciences
  2. University of MinnesotaB.S. in mathematics

From the biography and OpenAlex affiliations (the years of papers that list the organization), so some years are approximate.

Most-cited works

  1. AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility2009 · Journal of Computational Chemistry · 25,552 citations
  2. Automated docking using a Lamarckian genetic algorithm and an empirical binding free energy function1998 · Journal of Computational Chemistry · 10,898 citations
  3. New Methods for Competitive Coevolution1997 · Evolutionary Computation · 578 citations
  4. Automatic Combination of Multiple Ranked Retrieval Systems1994 · Springer eBooks · 279 citations
  5. Dynamic Parameter Encoding for Genetic Algorithms1992 · Machine Learning · 250 citations

From OpenAlex, as of 21 October 2026.

  1. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other universityIncludes University of California, San Diego. The Massachusetts Institute of Technology trained or employed 44 of the 187 AI major-prize winners, more than any other university. We compare doctorate and 5+ year employment links, career timing and current workplaces for 187 major-prize and 1,111 best-paper winners.
  2. Universities keep AI researchers for a median of 6 years, compared with 2 years at frontier labsIncludes University of California, San Diego. Across 15,811 dated work stays (6,529 people), median role tenure runs from 6 years at universities to 2 years at frontier labs. We compare all five organization types, starting decades from the 1970s to the 2020s, and the organizations that keep people longest.
  3. The median h-index is 48 at universities and 14 at frontier AI labsIncludes University of California, San Diego. The median h-index is 48 at universities and 14 at frontier AI labs. We compare publishing careers, recent citations, dual appointments and job moves across 2,420 university researchers and 308 frontier-lab researchers.
  4. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes University of California, San Diego. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.

Colleagues

People named in this biography, and people with dated positions at the same organization in the same years.

Sources and credits

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  1. Richard K. Belew | Hachette Book Group hachettebookgroup.com. Checked 20 October 2026.
  2. Richard Belew - The Mathematics Genealogy Project mathgenealogy.org. Checked 20 October 2026.
  3. TR available: Evolution, Learning and Culture too! (Connectionists mailing list) mailman.srv.cs.cmu.edu. Checked 20 October 2026.
  4. Evolution, Learning, and Culture: Computational Metaphors for Adaptive Algorithms (Complex Systems) complex-systems.com. Checked 20 October 2026.
  5. Proceedings of the Fourth International Conference on Genetic Algorithms (Kyushu University Library) catalog.lib.kyushu-u.ac.jp. Checked 20 October 2026.
  6. Adaptive individuals in evolving populations: models and algorithms (Kyushu University Library) catalog.lib.kyushu-u.ac.jp. Checked 20 October 2026.
  7. Rik Belew's Abstract: Adaptive Individuals in Evolving Populations: Models and Algorithms research.cs.wisc.edu. Checked 20 October 2026.
  8. Rik Belew - Main cseweb.ucsd.edu. Checked 20 October 2026.
  9. Methods for Competitive Co-Evolution: Finding Opponents Worth Beating cs.utexas.edu. Checked 20 October 2026.
  10. Coevolutionary analysis of resistance-evading peptidomimetic inhibitors of HIV-1 protease - PMC pmc.ncbi.nlm.nih.gov. Checked 20 October 2026.
  11. Entry Morris:1998:ADU from jcomputchem1990.bib ftp.math.utah.edu. Checked 20 October 2026.
  12. AutoDock4 and AutoDockTools4: Automated Docking with Selective Receptor Flexibility - PMC pmc.ncbi.nlm.nih.gov. Checked 20 October 2026.
  13. Finding Out About cseweb.ucsd.edu. Checked 20 October 2026.
  14. Cognitive Science | UC San Diego General Catalog catalog.ucsd.edu. Checked 20 October 2026.