Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
ICHEA for discrete constraint satisfaction problems
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
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Applying genetic algorithm techniques to the classic n-Queens problem illustrates the effectiveness and power of using an evolutionary approach to constraint satisfaction problems whose solutions cannot be found in polynomial time. When applied to problem-solving, genetic algorithms provide a means to emulate the natural evolutionary process in an attempt to reach an acceptable solution. This research reports on the application of the natural evolutionary process towards the solving of the n-Queens problem and the usefulness of such a problem in teaching computational intelligent algorithms.