Title :
Genetic programming: an introduction and survey of applications
Author :
Willis, M.J. ; Hiden, H.G. ; Marenbach, P. ; McKay, B. ; Montague, G.A.
Author_Institution :
Dept. of Chem. & Process Eng., Newcastle upon Tyne Univ., UK
Abstract :
The aim of this paper is to provide an introduction to the rapidly developing field of genetic programming (GP). Particular emphasis is placed on the application of GP to engineering problem solving. First, the basic methodology is introduced. This is followed by a review of applications in the areas of systems modelling, control, optimisation and scheduling, design and signal processing. The paper concludes by suggesting potential avenues of research
Keywords :
genetic algorithms; GP; control; engineering problem solving; genetic programming; optimisation; scheduling; signal processing; systems modelling;
Conference_Titel :
Genetic Algorithms in Engineering Systems: Innovations and Applications, 1997. GALESIA 97. Second International Conference On (Conf. Publ. No. 446)
Conference_Location :
Glasgow
Print_ISBN :
0-85296-693-8
DOI :
10.1049/cp:19971199
