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Real Estate Evaluation Model Based on Genetic Algorithm Optimized Neural Network Cover

Real Estate Evaluation Model Based on Genetic Algorithm Optimized Neural Network

By: Yan Sun  
Open Access
|Jul 2019

Figures & Tables

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Figure 1

Execution process of genetic algorithms.

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Figure 2

The flow chart of BP neural network algorithm.

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Figure 3

The flow chart of the genetic neural network algorithm.

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Figure 4

Variation of training mean square errors of the two models.

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Figure 5

Comparison of the predicted value and actual value of the real estate evaluation by the two models.

Table 1

Error analysis.

Average relative error (%)
BP Neural Network Model5.722
Genetic Neural Network Model3.552
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Figure 6

Relative errors of two real estate assessment models.

Language: English
Submitted on: Mar 26, 2019
Accepted on: Jul 3, 2019
Published on: Jul 23, 2019
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2019 Yan Sun, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.