Title :
A FLC-GA for Fuzzy Flow Shop Scheduling Problem with Distinct Due Window
Author :
Li Wang ; Du, Guangyu ; Zhang, QingLing
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Sheng
Abstract :
This paper considers the fuzzy flow shop scheduling problem with distinct due window. Fuzzy processing time is denoted using triangular fuzzy number. A fuzzy programming model is established for this problem. The fuzzy objection function is transformed into deterministic function by using "Lee-Li" method. A genetic algorithm based on fuzzy logic controller (FLC-GA) is developed. The simulation results are given for the efficiency of the proposed algorithm
Keywords :
flow shop scheduling; fuzzy logic; fuzzy set theory; genetic algorithms; Lee-Li method; distinct due window; fuzzy flow shop scheduling; fuzzy logic controller; fuzzy objection function; fuzzy programming model; genetic algorithm; triangular fuzzy number; Automation; Fuzzy logic; Genetic algorithms; Information science; Intelligent control; Job shop scheduling; Paper technology; Tellurium; due window; fuzzy Flow Shop scheduling; fuzzy logic controller; genetic algorithm;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1714499
