Research Article

A New Mathematical Model for Cell Layout Problem considering Rotation of Unequal Dimensions of Cells and Machines

Table 14

Mean values of the objective function obtained from three meta-heuristic algorithms.

Problem numberN × MICAPSOGA
Objective functionComputational timesObjective functionComputational timesObjective functionComputational times

13 × 122849.8076.232768.62221.142750.32132.40
23 × 122659.0874.982679.66216.982632.20130.13
33 × 102037.7272.681996.7205.332072.60123.96
43 × 101917.2673.561923.55205.781933.93124.43
53 × 152942.2879.312971.85243.383060.59149.71
63 × 153451.3179.453407.67238.223388.70146.38
73 × 163699.7981.803658.51257.323725.47152.69
83 × 164325.2580.894313.03249.244133.24155.19
93 × 131781.4178.241795.53227.471835.23135.48
103 × 133327.7177.633204.45225.673284.96136.20
114 × 121959.292.701969.3257.332061.4154.37
124 × 121991.8292.642143.08263.262166.94154.68
134 × 143595.1094.093618.97273.614311.67162.90
144 × 143308.3694.763352.13276.023386.49160.54
154 × 163598.3895.683656.24279.743648.26169.95
164 × 162778.1396.372814.83280.852791.70170.07
174 × 184586.97103.694631.98295.274540.73181.61
184 × 185171.15104.475136.73299.215169.58179.99
194 × 205041.08101.465190.46306.475163.96190.46
204 × 204877.92103.954984.84316.464877.04195.01
215 × 155439.84115.355398.24313.875399190.78
225 × 163920.98114.363874.34319.433871.86192.94
235 × 183942.04115.894139.03334.213913.54199.91
245 × 186779.99116.766889.71339.506581.08199.85
255 × 204863.41117.814776.85343.904797.79202.24
265 × 206449.17129.5466212.09346.206160.17206.52
273 × 122849.8076.232768.62221.142750.32132.40
283 × 122659.0874.982679.66216.982632.20130.13
293 × 102037.7272.681996.7205.332072.60123.96
303 × 101917.2673.561923.55205.781933.93124.43