%0 Journal Article %1 oai:inderscience.com:10390 %A Kent, Simon %A Patel, Nayna %D 2006 %I Inderscience Publishers %J International Journal of Industrial and Systems Engineering %K algorithms, artificial classification, diagnosis, genetic intelligence, medical path planning programming, %P 519--532 %R doi:10.1504/IJISE.2006.010390 %T Artificial intelligence makes computers lazy %U http://www.inderscience.com/link.php?id=10390 %V 1 %X 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. %Z Int. J. of Industrial and Systems Engineering

@article{oai:inderscience.com:10390, 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.}, added-at = {2008-06-19T17:35:00.000+0200}, annote = {Int. J. of Industrial and Systems Engineering}, author = {Kent, Simon and Patel, Nayna}, bibsource = {OAI-PMH server at www.inderscience.com}, biburl = {https://www.bibsonomy.org/bibtex/24e89e3fde30c5f35cfad20a89a2a0f22/brazovayeye}, doi = {doi:10.1504/IJISE.2006.010390}, interhash = {2c921cff8a43626fbae89ba9fbb1f3e6}, intrahash = {4e89e3fde30c5f35cfad20a89a2a0f22}, issn = {1748-5045}, issue = {4}, journal = {International Journal of Industrial and Systems Engineering}, keywords = {algorithms, artificial classification, diagnosis, genetic intelligence, medical path planning programming,}, language = {eng}, month = {July~18}, oai = {oai:inderscience.com:10390}, pages = {519--532}, publisher = {Inderscience Publishers}, relation = {ISSN online: 1748-5045 ISSN print: 1748-5037 DOI: 10.1504/06.10390}, rights = {Inderscience Copyright}, source = {IJISE (2006), Vol 1 Issue 4, pp 519 - 532}, timestamp = {2008-06-19T17:43:09.000+0200}, title = {Artificial intelligence makes computers lazy}, url = {http://www.inderscience.com/link.php?id=10390}, volume = 1, year = 2006 }