DocumentCode
2323893
Title
Experiments with a coroutine execution model for genetic programming
Author
Maxwell, Sidney R., III
Author_Institution
Borland Int., Scotts Valley, CA, USA
fYear
1994
fDate
27-29 Jun 1994
Firstpage
413
Abstract
The genetic programming methodology is expanded with a coroutine model for the synchronous, parallel execution of the individual programs in the population. For certain classes of problem, namely those that support fitness comparison between individuals which are in a state of execution, this model allows the removal of execution time and iteration limits. Populations can then tolerate individuals with infinite loops (or in a suitable environment, infinite recursion), while still allowing evolutionary progress
Keywords
genetic algorithms; iterative methods; parallel programming; subroutines; coroutine execution model; evolutionary progress; execution time limits; fitness comparison; genetic programming; infinite loops; infinite recursion; iteration limits; population tolerance; synchronous parallel program execution; Automata; Books; Genetic algorithms; Genetic programming; Problem-solving; Stacking; Steady-state; Virtual machining;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 1994. IEEE World Congress on Computational Intelligence., Proceedings of the First IEEE Conference on
Conference_Location
Orlando, FL
Print_ISBN
0-7803-1899-4
Type
conf
DOI
10.1109/ICEC.1994.349915
Filename
349915
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