Title :
Evolutionary search at the knowledge level
Author :
Tuson, Andrew ; Ross, Peter ; Duncan, Tim
Author_Institution :
Dept. of Comput., City Univ., London, UK
Abstract :
The effective and principled design of evolutionary optimisers is an important but as yet unresolved issue. This paper makes the case that modern notions of knowledge based systems design may be adapted to provide a useful route to achieving this end. The issues raised will be illustrated with a case study based on a real world problem.
Keywords :
evolutionary computation; knowledge based systems; search problems; evolutionary optimisers; evolutionary search; knowledge based systems; Adaptive systems; Algorithm design and analysis; Art; Design optimization; Feature extraction; Guidelines; Informatics; Knowledge based systems; Poles and towers; Problem-solving;
Conference_Titel :
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Print_ISBN :
0-7803-9363-5
DOI :
10.1109/CEC.2005.1554917
