Industrial multi-objective hierarchical optimization method and device, electronic equipment and storage medium

Abstract

The invention provides an industrial multi-target hierarchical optimization method and device, electronic equipment and a storage medium, and belongs to the technical field of resource planning, dispatching, allocation or scheduling of enterprises or organizations, and the method comprises the steps: obtaining initial real-time production data in an industrial production process, carrying out the preprocessing of the initial real-time production data, and obtaining target real-time production data; performing feature extraction on the target real-time production data to obtain a decision variable, and determining a target function and a constraint condition based on the decision variable; and solving the objective function by utilizing an industrial multi-objective optimization algorithm based on dynamic multi-dimensional layering and self-adaptive neighborhood information feedback in combination with hardware acceleration parallel calculation so as to realize industrial multi-objective layered optimization. According to the method, the dynamic optimization performance can be enhanced, and the efficiency and accuracy of industrial multi-target optimization in a complex industrial production environment are improved.

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