Evolution and coordination optimisation of regional innovation and entrepreneurship space layout under the background of social networks

To address the problems of poor adaptability of layout evolution parameters, poor convergence of constraint conditions, and high deviation in coordination optimisation in traditional methods, an evolution and coordination optimisation method of regional innovation and entrepreneurship space layout under the background of social networks has been designed. Determine the impact mechanism and layout constraints of the evolution of regional innovation and entrepreneurship spatial layout, and combine social networks to complete the analysis of the evolution of regional innovation and entrepreneurship spatial layout. Construct a spatial topology diagram for coordinating and optimising the layout of regional innovation and entrepreneurship spaces, determine the fitness of regional spatial layout parameters, and combine the coordination optimisation model to achieve coordinated optimisation of new entrepreneurial space layout parameters. The experimental findings indicate that the proposed method has good adaptability of the layout evolution parameters, good convergence of constraint conditions, low deviation in coordinated optimisation.