A simple genetic algorithm for the digit-guess problem

This research studies the characteristics of a simple genetic algorithm for reasoning problems. We investigate the effectiveness of genetic algorithm for a reasoning based problem, the normal and deceptive digit-guess problem, which is suitable for rule based programming. Our case study reveals that...

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Bibliographic Details
Main Authors: Jing-Sin Liu, Li-Feng Chen, Feng-Chyi Hsiao, Sheng-Hung Jou
Format: Conference Proceeding
Language:English
Subjects:
Evolutionary computation
Genetic algorithms
Gradient methods
Information science
Optimization methods
Robustness
Search problems
Simulated annealing
Testing
Online Access:Request full text
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Summary:This research studies the characteristics of a simple genetic algorithm for reasoning problems. We investigate the effectiveness of genetic algorithm for a reasoning based problem, the normal and deceptive digit-guess problem, which is suitable for rule based programming. Our case study reveals that genetic algorithms can be effective in reasoning problems.
DOI:10.1109/ETFA.1996.573316