Residential Community Open-Up Strategy Based on Prim’s Algorithm and Neural Network Algorithm

“Open community” has aroused widespread concern and research. This paper focuses on the system analysis research of the problem that based on statistics including the regression equation fitting function and mathematical theory, combined with the actual effect of camera measurement method, Prim’s algorithm and neural network to “Open community” and the applicable conditions. Research results show that with the increasing number of roads within the district, the benefit time gradually increased, but each type of district capacity is different.

[1]  Nibaldo Rodríguez,et al.  Forecast of Traffic Accidents Based on Components Extraction and an Autoregressive Neural Network with Levenberg-Marquardt , 2014, MIKE.

[2]  Y. I. Abdel-Aziz Direct linear transformation from comparator coordinates in close-range photogrammetry , 1971 .

[3]  Tharam S. Dillon,et al.  Neural-Network-Based Models for Short-Term Traffic Flow Forecasting Using a Hybrid Exponential Smoothing and Levenberg–Marquardt Algorithm , 2012, IEEE Transactions on Intelligent Transportation Systems.

[4]  H. M. Karara,et al.  Direct Linear Transformation from Comparator Coordinates into Object Space Coordinates in Close-Range Photogrammetry , 2015 .

[5]  J. Gower,et al.  Minimum Spanning Trees and Single Linkage Cluster Analysis , 1969 .

[6]  S. Glantz,et al.  Primer of Applied Regression & Analysis of Variance , 1990 .

[7]  Bruno M. Carvalho,et al.  Algorithms for Fuzzy Segmentation , 1999, Pattern Analysis & Applications.

[8]  J. Brian Gray,et al.  Introduction to Linear Regression Analysis , 2002, Technometrics.

[9]  E. Mikhail,et al.  Introduction to modern photogrammetry , 2001 .

[10]  Jianping,et al.  A BP neural network based information fusion method for urban traffic speed estimation , 2010 .

[11]  J. Fox Applied Regression Analysis, Linear Models, and Related Methods , 1997 .

[12]  Santiago Manen,et al.  Prime Object Proposals with Randomized Prim's Algorithm , 2013, 2013 IEEE International Conference on Computer Vision.

[13]  H. Bracht,et al.  Double-hump diffusion profiles of copper and nickel in germanium wafers yielding vacancy-related information , 2000 .

[14]  N. Morton,et al.  Group B Streptococcal Sepsis in the Piglet: Effects of Fluid Therapy on Venous Return, Organ Edema, and Organ Blood Flow , 1987, Circulation research.