Complexity / 2020 / Article / Tab 7 / Research Article
Multisystem Optimization for an Integrated Production Scheduling with Resource Saving Problem in Textile Printing and Dyeing Table 7 Saving ratio comparisons between manual scheduling, the proposed MSO algorithm, MO-MFEA, and NSGA-II for the integrated production scheduling with resource saving.
Instance Objective functions Saving ratio (%) MSO MO-MFEA NSGA-II J1 Makespan 15.86 9.66 6.21 Production cost 33.02 29.53 6.04 Electricity consumption 18.00 12.44 5.40 Water wastage 17.17 12.50 6.00 Processing cost 20.57 12.06 8.51 J2 Makespan 11.97 11.08 9.55 Production cost 16.92 8.46 5.74 Electricity consumption 16.42 12.04 5.47 Water wastage 17.04 12.10 6.17 Processing cost 17.70 11.80 4.59 J3 Makespan 17.09 14.69 8.19 Production cost 20.13 12.68 9.51 Electricity consumption 16.71 16.18 7.82 Water wastage 14.82 12.03 6.87 Processing cost 17.14 12.19 9.90 J4 Makespan 13.07 14.20 9.09 Production cost 13.18 13.67 9.48 Electricity consumption 12.64 14.63 11.31 Water wastage 13.04 14.29 7.95 Processing cost 8.94 10.99 8.58 J5 Makespan 16.28 11.63 8.14 Production cost 17.57 12.05 7.13 Electricity consumption 14.54 11.73 6.89 Water wastage 19.59 19.36 7.38 Processing cost 16.78 14.65 6.94 J6 Makespan 5.61 2.80 0.93 Production cost 15.88 10.47 7.09 Electricity consumption 17.94 11.45 5.34 Water wastage 21.85 13.06 4.75 Processing cost 17.31 15.38 5.77 J7 Makespan 15.20 11.70 5.26 Production cost 16.13 11.80 8.11 Electricity consumption 15.53 11.99 5.99 Water wastage 17.54 15.42 12.71 Processing cost 17.24 13.97 7.76 J8 Makespan 13.73 15.03 7.19 Production cost 13.94 15.63 8.17 Electricity consumption 13.74 15.37 3.25 Water wastage 14.57 15.35 7.87 Processing cost 13.81 15.60 7.16 J9 Makespan 14.74 12.82 10.26 Production cost 21.93 15.79 11.40 Electricity consumption 12.60 11.18 9.35 Water wastage 16.16 10.61 11.62 Processing cost 19.58 16.40 8.99 J10 Makespan 17.19 12.67 0.90 Production cost 16.67 8.48 0.30 Electricity consumption 17.19 12.16 2.10 Water wastage 16.83 11.94 10.31 Processing cost 16.48 12.36 0.37