Evolutionary Algorithm Definition

  • AL-Salami N
N/ACitations
Citations of this article
38Readers
Mendeley users who have this article in their library.

Abstract

Problem statement: Most resent evolutionary algorithms work under weak theoretical basis and thus, they are computationally expensive. Approach: This study discussed the use of new evolutionary algorithm for automatic programming, based on theoretical definitions of program behaviors. Evolutionary process adapted fixed and self-organized input-output specification of the problem, to evolve good finite state machine that efficiently satisfies these specifications. Results: The proposed algorithm enhanced evolutionary process by simultaneously solving multi-parts from the same problem. Conclusion: The probability that the algorithm will converge to the optimal solution was highly enhanced when decomposing the main problem into multi-part.

Cite

CITATION STYLE

APA

AL-Salami, N. M. A. (2009). Evolutionary Algorithm Definition. American Journal of Engineering and Applied Sciences, 2(4), 789–795. https://doi.org/10.3844/ajeassp.2009.789.795

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Save time finding and organizing research with Mendeley

Sign up for free