Model creation method and device, allocation optimization method and device, equipment and storage medium

Abstract

The invention discloses a model creation method and device, an allocation optimization method and device, equipment and a storage medium. The method comprises the following steps: constructing a set of decision variables, wherein the set of decision variables comprises a decision variable related to the first type of equipment, a decision variable related to the second type of equipment, a decision variable of personnel required for assisting the equipment, and a decision variable related to a processing result of the to-be-processed task, and the first type of equipment, the second type of equipment and the personnel cooperatively process the to-be-processed task; constructing a constraint condition set, wherein the constraint condition set comprises constraint conditions related to the processing limitation of the first type of equipment; constructing a target function set, wherein the target function set comprises a minimized target function related to the usage amount of the firsttype of equipment and a minimized target function related to personnel; and constructing a multi-target mixed integer programming model by utilizing the constraint condition set and the target function set. According to the embodiment of the invention, tedious manual calculation is avoided, and the resource processing efficiency is improved.

Description

technical field [0001] The present application generally relates to the technical field of data processing, and in particular relates to a model creation method and an allocation optimization method, device, device and storage medium thereof. Background technique [0002] The automation development of the logistics industry promotes the development of related technologies in various production links of the logistics industry. For example, the introduction of terminal equipment (such as guns) and transfer equipment (such as sorting equipment) into the logistics operation site has greatly promoted the development of systematization and automation. [0003] At present, the sorting equipment that can read the sorting plan is installed in the transfer site, and it can sort express items according to the sorting plan. However, after the sorting plan is obtained, the usage of the equipment, auxiliary equipment The needs of the staff are still in the stage of manual proofreading an...

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Problems solved by technology

[0003] At present, the sorting equipment that can read the sorting plan is installed in the transfer site, and it can sort express items according to the sorting plan. However, after the sorting plan is obtained, the usage of the equipment, auxiliary equipment The needs of the staff are still in the stage of manual proofreading and adjustment based on experience, which requires a lot of time to calculate and check

[0004] Moreover, in business processing scenarios where the amount of sorted items fluctuates greatly, it is difficult to calculate and adjust in a timely and effective manner manually, such as the peak periods of Double Eleven and Double Twelve

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