Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Recommended Reading
Acar AC, Motro A. Intensional encapsulations of database subsets via genetic programming. In: Andersen KV, Debenham J, Wagner R, editors. Database and expert systems applications, Lecture notes in computer science, vol. 3588. Berlin: Springer; 2005. p. 365–74.
Cheng CH, Lee WK, Wong KF. A genetic algorithm-based clustering approach for database partitioning. IEEE Trans Syst Man Cybern. 2002;32(3):215–30.
Corcoran AL, Hale J. A genetic algorithm for fragment allocation in a distributed database system. In: Proceedings of the ACM Symposium on Applied Computing; 1994. p. 247–50.
De Jong KA. Evolutionary computation: a unified approach. Cambridge, MA: MIT Press; 2006.
Flockhart IW, Radcliffe NJ. A genetic algorithm-based approach to data mining. In: Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining; 1996. p. 299–302.
Fogel DB. Evolutionary computation: the fossil record. New York: IEEE Press; 1998.
Hall LO, Özyurt IB, Bezdek JC. Clustering with a genetically optimized approach. IEEE Trans Evol Comput. 1999;3(2):103–12.
Holland JH. Adaptation in natural and artificial systems. 2nd ed. Cambridge, MA: MIT Press; 1992.
Reeves CR, Bush DR. Using genetic algorithms for training set selection in RBF networks. In: Liu H, Motoda H, editors. Instance selection and construction for data mining. Kluwer: Dordecht; 2001. p. 339–56.
Reeves CR, Rowe JE. Genetic algorithms: principles and perspectives. Dordecht: Kluwer; 2002.
Wang JC, Horng JT, Liu BJ. A genetic algorithm for set query optimization in distributed database systems. IEEE Conf Syst Man Cybern. 1996;3:1977–82.
Wang HB, Yu Y, Liu Z. SVM classifier incorporating feature selection using GA for spam detection. In: Proceedings of the International Conference on Embedded and Ubiquitous Computing; 2005. p. 1147–54.
Wolpert DH, Macready WG. No free lunch theorems for optimization. IEEE Trans Evol Comput. 1997;1(1):67–82.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Section Editor information
Rights and permissions
Copyright information
© 2018 Springer Science+Business Media, LLC, part of Springer Nature
About this entry
Cite this entry
Reeves, C.R. (2018). Genetic Algorithms. In: Liu, L., Özsu, M.T. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8265-9_562
Download citation
DOI: https://doi.org/10.1007/978-1-4614-8265-9_562
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-4614-8266-6
Online ISBN: 978-1-4614-8265-9
eBook Packages: Computer ScienceReference Module Computer Science and Engineering