Global InformationAutoconstructive evolution information
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]
- ^ Ekárt, Anikó (2014-03-01). "Emergence in genetic programming" (PDF). Genetic Programming and Evolvable Machines. 15 (1): 83–85. doi:10.1007/s10710-013-9199-4. ISSN 1389-2576. S2CID 20992086.
- ^ Miller, Julian F. (2011). Cartesian Genetic Programming. Springer Science & Business Media. p. 10. ISBN 978-3642173103.
- ^ Rahim, Adzni Abdul (2008). A parametric study on reproductive competence in auto-constructive artificial life (Masters thesis). Universiti Malaysia Sabah.
- ^ Ryser-welch, Patricia; Miller, Julian F. (2014). "A review of hyper-heuristic frameworks". Proceedings of the Evo20 Workshop, AISB. CiteSeerX 10.1.1.563.9564.
- ^ 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. pp. 1–6. doi:10.1109/ICCIS.2006.252308. ISBN 978-1-4244-0022-5. S2CID 17596010.
- ^ Spector, Lee (2010-10-20). "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 978-1441977472.
- ^ Spector, Lee (2000). Automatic Quantum Computer Programming: A Genetic Programming Approach. Springer Science & Business Media. pp. 7–72. ISBN 978-1402078958.
- ^ Spector, Lee (2001). "Autoconstructive evolution: Push, pushGP, and pushpop" (PDF). Proceedings of the Genetic and Evolutionary Computation Conference. GECCO. San Francisco, CA, USA: ACM. pp. 137–146.
- ^ 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. pp. 1154–1156. doi:10.1145/3067695.3082058. ISBN 9781450349390. S2CID 1968045.
- ^ Harrington, Kyle; Tosch, Emma; Spector, Lee; Pollack, Jordan (2011). "Compositional Autoconstructive Dynamics" (PDF). Unifying Themes in Complex Systems Volume VIII: Proceedings of the Eighth International Conference on Complex Systems. New England Complex Systems Institute. pp. 856–870. ISBN 978-0-9656328-4-3.