Differential batch production and distribution joint scheduling method based on heuristic algorithm and medium
By preprocessing and classifying jobs using heuristic algorithms, merging and sorting them in batches, and generating a joint production and delivery scheduling scheme, the problem of differentiated job scheduling in a multi-agent environment is solved, achieving efficient resource utilization and delivery coordination, and reducing total costs.
CN122155192APending Publication Date: 2026-06-05KEDA INTELLIGENT IOT TECH CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- KEDA INTELLIGENT IOT TECH CO LTD
- Filing Date
- 2026-02-11
- Publication Date
- 2026-06-05
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Figure CN122155192A_ABST
Abstract
The application discloses a difference batch production and distribution combined scheduling method based on a heuristic algorithm and a medium, which comprises the following steps: respectively preprocessing and classifying the job sets of different agents A and B; based on the classification results, adopting a heuristic batching strategy to combine the jobs into multiple production batches; according to the capacity constraints of the distribution vehicles, merging the production batches in units of r batches to form distribution batch groups, and sorting the distribution batch groups according to the processing time related indexes; according to the distribution time conditions of each agent, generating a coordinated production and distribution time sequence plan; and according to the generated distribution scheme and the sequence of the production batches, outputting a final production and distribution combined scheduling scheme. Through preprocessing classification, heuristic batching, batch merging and sorting and case-based distribution optimization, the application provides an efficient combined scheduling method, so that the target of reducing the total operation cost and improving the resource utilization efficiency within a limited time is realized.
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