While coping with the challenges of global climate change, it is necessary to actively respond to the status of resource security and energy security and other issues, and realize the transformation of the mode of economic development to a low-carbon economy. At present, the intelligent optimization method is used to optimize the industrial structure intelligently. Based on this, combined with the artificial intelligence technology and the industrial distribution theory under the background of low-carbon economy, an intelligent shift-share analysis method of industrial structure was put forward, and the input and output and industrial structure levels were analyzed by computer technology. Then, taking Shenzhen Economic Development Zone as an example, the research and analysis were carried out, and the intelligent optimization algorithm was used to find the coupling point between the low-carbon economy and the industrial structure optimization, so as to select and determine the important industries of the three industries, and achieve the optimization of regional industrial structure and regional industry low-carbon development while maintaining coordinated and healthy development. The results show that the method of intelligent industrial layout optimization is conducive to promoting the coordinated development of economy and environment, and provides a theoretical basis for subsequent research.
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