Research Article

Hybrid Metaheuristics for Solving a Fuzzy Single Batch-Processing Machine Scheduling Problem

Table 2

Factors and their levels.

SA, VNS and VNS-SA GA and GA-VNS
ParametersSA levelsVNS levelsVNS-SA levelsParametersGA levelsGA-VNS levels

A(1)—300A(1)—200popsizeA(1)—45A(1)—30
A(2)—350A(2)—250A(2)—50A(2)—35
A(3)—400A(3)—300A(3)—60A(3)—40

n maxB(1)—600A(1)—400B(1)—400 B(1)—80%B(1)—80%
B(2)—650A(2)—450B(2)—450B(2)—85%B(2)—85%
B(3)—700A(3)—500B(3)—500B(3)—90%B(3)—90%

αC(1)—0.91C(1)—0.89 C(1)—0.1C(1)—0.1
C(2)—0.92C(2)—0.9C(2)—0.15C(2)—0.15
C(3)—0.93C(3)—0.91C(3)—0.2C(3)—0.2

n maxD(1)—300
D(2)—350
D(3)—400