Title :
Multi-criteria scheduling optimization using fuzzy logic
Author :
Klein, Ytzhak ; Langholz, Gideon
Author_Institution :
Dept. of Electr. Eng.-Syst., Tel Aviv Univ., Israel
Abstract :
We introduce a fuzzy based engine for the scheduling problem. We assume that a human planner is unable to determine the weights for a multi-objective system but is able only to compare between pairs of objectives according to a limited vocabulary. We convert this vocabulary to fuzzy terminology and apply a fuzzy based optimum search for a solution to the scheduling problem. We demonstrate our approach using a real world scheduling system.
Keywords :
fuzzy logic; fuzzy set theory; optimisation; scheduling; search problems; simulated annealing; fuzzy based engine; fuzzy based optimum search; fuzzy terminology; multi-criteria scheduling optimization; Cost function; Engines; Fuzzy logic; Fuzzy systems; Humans; Operations research; Processor scheduling; Resource management; Terminology; Vocabulary;
Conference_Titel :
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Print_ISBN :
0-7803-4778-1
DOI :
10.1109/ICSMC.1998.725452