A Comprehensive Scheduling Method for Welding Workshop Based on Improved Firework Algorithm
A technology of welding workshop and fireworks algorithm, which is applied in the field of multi-objective optimization to achieve the effect of ensuring search purpose, ensuring diversity, and scheduling and solving solutions.
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[0087] A manufacturing company is preparing to produce complex welding product A, the process tree information is as follows Figure 5 As shown, it consists of 40 processes. The machine information is shown in Table 1, including 8 machine models, of which No. 1 to No. 5 machines are the main welding machines. The upper limit of the number of machines and the machine load factor can be read from the table. No. 8 is an auxiliary machine. The second column of machine type 1 represents the main welding machine, 0 represents the auxiliary machine, and the number represents the upper limit of the machine.
[0088] Table 1 machine information table
[0089]
[0090] Next, the genetic algorithm and the improved fireworks algorithm are used to schedule the product. Each algorithm is run independently 20 times, and the makespan and machine load of each test are taken, and the total target value is calculated. The comparison results are shown in Table 2:
[0091] Table 2 Algorithm c...
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