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Artificial intelligence makes computers lazy

Author

Listed:
  • Simon Kent
  • Nayna Patel

Abstract

This paper looks at the age-old problem of trying to instil some degree of intelligence in computers. Genetic Algorithms (GA) and Genetic Programming (GP) are techniques that are used to evolve a solution to a problem using processes that mimic natural evolution. This paper reflects on the experience gained while conducting research applying GA and GP to two quite different problems: Medical Diagnosis and Robot Path Planning. An observation is made that when these algorithms are not applied correctly the computer seemingly exhibits lazy behaviour, arriving at a suboptimal solutions. Using examples, this paper shows how this 'lazy' behaviour can be overcome.

Suggested Citation

  • Simon Kent & Nayna Patel, 2006. "Artificial intelligence makes computers lazy," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 1(4), pages 519-532.
    • Handle: RePEc:ids:ijisen:v:1:y:2006:i:4:p:519-532
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