Intelligent optimization algorithm based cloud manufacturing computing resource reconfigurable collocation method

Abstract

The invention relates to an intelligent optimization algorithm based cloud manufacturing computing resource reconfigurable collocation method, in particular to a method for modifying relevant collocation attributes and algorithms online according to different collocation conditions on the basis of multiple intelligent optimization algorithms, which aims to realize flexible, extendible and efficient policy solution of massive computing resource collocation in the cloud manufacturing mode and flexible disintegration, integration and reconfiguration of model demands, input / output and policy operators in a modularization and servicisation manner, and solves the bottleneck problems of singleness and non-portability and the like caused by regular constraint, fixed models and regular algorithms in computing resource collocation. The intelligent optimization algorithm based cloud manufacturing computing resource reconfigurable collocation method has the following advantages that separation of collocation models and algorithms for the computing resources is realized, modularization reconfiguration inside the models and the algorithms is supported, integration is efficient, levels are clear and extendibility is high.

Description

technical field [0001] The invention relates to a cloud manufacturing computing resource reconfigurable configuration method based on an intelligent optimization algorithm, which supports the dynamic reconfiguration of the intelligent optimization algorithm for online dynamic design and solution of computing resources and task attribute rules in the complex multi-objective computing resource configuration process. structure, and a decision-making method for improving the efficiency of complex computing resource allocation under different conditions through multi-strategy rule reconstruction and optimization, which belongs to the field of machine learning, algorithm and artificial intelligence technology in computer integrated manufacturing systems. Background technique [0002] Driven by existing service-oriented manufacturing technologies and models, cloud manufacturing, as a new type of networked manufacturing model, concentrates core technologies such as cloud computing an...

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Problems solved by technology

[0010] Technical problem to be solved by the present invention: The purpose of the present invention is to provide a cloud manufacturing computing resource reconfigurable configuration method based on an intelligent optimization algorithm, which overcomes the deficiencies in existing research and application, and builds a general-purpose, scalable The flexible configuration mechanism, based on the basic module and the subsidiary rule base, dynamically reconfigures the configuration model and intelligent algorithm, which can effectively realize the integration of multiple rule models for computing resource configuration and the support of multiple intelligent algorithms, making it possible to Flexibly respond to the complex requirements of computing resource allocation in the actual platform, solve the bottleneck problems of the singleness and non-portability of the model and algorithm in the previous platform configurator, and better realize the multi-strategy and multi-environment high performance of computing resources in the cloud manufacturing mode Intelligent configuration

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