Autoconstructive evolution

Autoconstructive evolution is a process in which the entities undergoing evolutionary change are themselves responsible for the construction of their own offspring and thus for aspects of the evolutionary process itself. Because biological evolution is always autoconstructive, this term mainly occurs in evolutionary computation, to distinguish artificial life type systems from conventional genetic algorithms where the GA performs replication artificially.[1][2][3][4][5] The term was coined by Lee Spector.[6][7][8][9][10]

References

  1. ↑ Ekárt, Anikó (2014-03-01). "Emergence in genetic programming". Genetic Programming and Evolvable Machines. 15 (1): 83–85. doi:10.1007/s10710-013-9199-4. ISSN 1389-2576.
  2. ↑ Miller, Julian F. (2011). Cartesian Genetic Programming. Springer Science & Business Media. p. 10. ISBN 3642173101.
  3. ↑ Rahim, Adzni Abdul (2008). A parametric study on reproductive competence in auto-constructive artificial life (Masters thesis). Universiti Malaysia Sabah.
  4. ↑ Ryser-welch, Patricia; Miller, Julian F. (2014). "A review of hyper-heuristic frameworks". Proceedings of the Evo20 Workshop, AISB.
  5. ↑ Rahim, A. B. Abdul; Teo, J.; Saudi, A. (June 2006). "An Empirical Comparison of Code Size Limit in Auto-Constructive Artificial Life". 2006 IEEE Conference on Cybernetics and Intelligent Systems: 1–6. doi:10.1109/ICCIS.2006.252308.
  6. ↑ Spector, Lee. "Towards Practical Autoconstructive Evolution: Self-Evolution of Problem-Solving Genetic Programming Systems". Genetic Programming Theory and Practice VIII. Springer Science & Business Media. pp. 14–30. ISBN 1441977473.
  7. ↑ Spector, Lee (2000). Automatic Quantum Computer Programming: A Genetic Programming Approach. Springer Science & Business Media. pp. 7–72. ISBN 1402078951.
  8. ↑ Spector, Lee (2001). GECCO ...: Proceedings of the Genetic and Evolutionary Computation Conference. Morgan Kaufmann Publishers. pp. 137–139.
  9. ↑ Spector, Lee; Moscovici, Eva (2017). "Recent Developments in Autoconstructive Evolution". Proceedings of the Genetic and Evolutionary Computation Conference Companion. GECCO '17. New York, NY, USA: ACM: 1154–1156. doi:10.1145/3067695.3082058. ISBN 9781450349390.
  10. ↑ Harrington, Kyle; Tosch, Emma; Spector, Lee; Pollack, Jordan (2011). "Compositional Autoconstructive Dynamics". Unifying Themes in Complex Systems Volume VIII: Proceedings of the Eighth International Conference on Complex Systems (PDF). New England Complex Systems Institute. pp. 856&ndash, 870. ISBN 978-0-9656328-4-3.
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