Title :
A specialized genetic algorithm for numerical optimization problems
Author :
Janikow, Cezary Z. ; Michalewicz, Zbigniew
Author_Institution :
Dept. of Comput. Sci., North Carolina Univ., Chapel Hill, NC, USA
Abstract :
A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined
Keywords :
discrete time systems; genetic algorithms; mathematical programming; optimal control; GAMS; classical genetic algorithm; complex mathematical programming models; discrete-time optimal control problems; numerical optimization problems; specialized genetic algorithm; Algorithm design and analysis; Computer science; Control systems; Dynamic programming; Genetic algorithms; Mathematical model; Mathematical programming; Optimal control; Packaging; Space exploration;
Conference_Titel :
Tools for Artificial Intelligence, 1990.,Proceedings of the 2nd International IEEE Conference on
Conference_Location :
Herndon, VA
Print_ISBN :
0-8186-2084-6
DOI :
10.1109/TAI.1990.130441
