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Answers for “如何将容量约束与二元变量联系起来?”

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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 total cost objective function is constructed by summing the variable production costs and the fixed setup costs. Variable costs are calculated by multiplying the unit variable cost of each machine by the number of units produced on that machine (XiX_i).

Conditions: There are multiple machines with distinct variable and fixed costs.; XiX_i represents the continuous production quantity on machine ii.; YiY_i represents the binary activation status of machine ii.; The goal is cost minimization.