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Many researchers have worked out on multi-objective scheduling problem in manufacturing systems. The objectives were mostly concentrated on resource allocation, optimal job rotation and accurate delivery. Generally, machines' availability includes two statuses namely, random (such as damage or breakdown of machines) and definite (such as preemptive maintenance, fundamental repairs and pre-scheduling)
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