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Answers for “链接约束 X_i ≤ C_i Y_i 如何强制执行开/关生产规则?”

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The linking constraint Xi≤CiYiX_i \le C_i Y_i enforces the on/off production rule by scaling the capacity limit CiC_i with the binary activation variable YiY_i. When the machine is active (Yi=1Y_i=1), the constraint becomes Xi≤CiX_i \le C_i, allowing production up to the full capacity.

Conditions: XiX_i is the production quantity on machine ii.; YiY_i is the binary activation indicator for machine ii.; CiC_i is the maximum capacity of machine ii.; Xi≥0X_i \ge 0 is enforced.

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The optimal solution uses machines 2 and 3, while machine 1 remains unused. The production quantities are X1=0X_1=0, X2=550X_2=550, and X3=450X_3=450.

Conditions: The model includes three machines with specific costs and capacities.; The demand is exactly 1000 units.; The objective is to minimize total cost.; The solution is derived from solving the integer linear program.