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2021 | OriginalPaper | Chapter

Real Estate Investment Estimation Based on BP Neural Network

Authors : Yuhong Chen, Baojian Cui, Xiaochun Sun

Published in: Big Data Analytics for Cyber-Physical System in Smart City

Publisher: Springer Singapore

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Abstract

Investment estimation is an important link in the feasibility study stage of residential projects. In this paper, a genetic algorithm is used to improve the BP neural network to estimate the construction and installation cost of residential construction project investment. Taking the project data of a construction company as an example, a genetic BP neural network model is constructed. Through the detection of the actual data, the error is within 10%, which meets the actual investment estimation needs.

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previous chapter The Information Strategy of University Education and Teaching Management in the Era of Cloud Computing and Big Data
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Literature
1.
Su, X.: Master MATLAB6.0 and its Engineering Application. Beijing: Science Press (2002)
2.
Shuang, C.: Neural Network Theory and Application for Matlab Toolbox. China University of Science and Technology Press, Beijing (2003)
3.
Lei, Y., Zhang, S.: Matlab genetic algorithm toolbox and its application. Xi'an: Xi'an University of Electronic Science and Technology Press (2005)
Metadata
Title
Real Estate Investment Estimation Based on BP Neural Network
Authors
Yuhong Chen
Baojian Cui
Xiaochun Sun
Copyright Year
2021
Publisher
Springer Singapore
Book
Big Data Analytics for Cyber-Physical System in Smart City

Print ISBN: 978-981-334-573-7

Electronic ISBN: 978-981-334-572-0

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-33-4572-0_236

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