1 0.87 Office 0.95 Office 1.1 Office 1.1 School 1.13 Office 0.95 Hospital 0.87 Office 1.05 Hospital 1.13 Garage 1 Office 1.16 School 1.16 School 0.95 Hospital 1 Hospital 1.13 Hospital 2000 18 1 1 4 2014 1.2 4 2000 8. 1 9 2000 11 1 8 2002 0.5 6 1999 14 1 8 2007 3 1 6 1998 4 1 2 1998 21 1 2001 4 4 1 1 2000 2002 1 4 1.1 4 7 4 1.45 2015 1 3 2000 7 4 1.15 2 1999 3 3 1.1 423 24

MATLAB: An Introduction with Applications
6th Edition
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Author:Amos Gilat
Publisher:Amos Gilat
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Related questions
Topic Video
Question
Project Cost (S/m?) Year
Location Building
Number of Quality
Construction
No
Index
Methods Index
Туре
0.9 Office
0.87 Office
0.95 Office
Stories
Index
1
387.5
1999
40
2
2
269.1
2000
18
1
1
3
737.4
2014
6
4.
1.2
1.1 Office
1.1 School
1.13 Office
0.95 Hospital
0.87 Office
1.05 Hospital
1.13 Garage
1Office
4
343.4
2000
8
2
5
392.9
2000
11
3
1
250.8
2002
2
0.5
7
430.6
1999
14
4
8
602.8
2007
3
1
9
430.6
1998
4
10
341.2
1998
1
11
452.1
2001
4.
4
1
12
493.1
2000
1.16 School
1
4
1.1
13
667.4
2002
1.16 School
7
4
1.45
0.95 Hospital
1 Hospital
1.13 Hospital
1.13 Office
14
915.0
2015
6
15
511.3
2000
7
4
1.15
16
369.2
1999
3
1.1
17
398.3
2001
24
1.13 Office
1.13 Office
18
343.4
1999
10
2
19
430.6
2008
22
3
1
20
532.8
2004
0.87 Office
27
1.13 Hospital
1.13 Warehouse
1.13 Hospital
1.08 Office
21
389.7
2000
10
3
22
258.3
2001
1
23
417.7
2002
1
4
1.05
24
215.3
1998
1
25
202.4
2000
1.13 School
1
1
1.13 Office
1.13 Warehouse
1 School
1.13 Hospital
1.13 Hospital
1.07 School
1.07 School
1.13 School
1.13 Hospital
1.13 Warehouse
1.02 Warehouse
1.05 Warehouse
1.13 Warehouse
26
373.5
2001
3
27
162.5
2008
2
1
28
194.8
1999
3
29
419.8
1999
1.2
30
387.5
2005
2
1.2
31
227.1
2000
2
261.6
322.9
296.0
32
2000
6
2
33
2001
3
1
34
1999
2
1
35
121.6
1999
1
36
156.1
2011
1
37
107.6
1999
1
38
158.8
2005
1
1
Transcribed Image Text:Project Cost (S/m?) Year Location Building Number of Quality Construction No Index Methods Index Туре 0.9 Office 0.87 Office 0.95 Office Stories Index 1 387.5 1999 40 2 2 269.1 2000 18 1 1 3 737.4 2014 6 4. 1.2 1.1 Office 1.1 School 1.13 Office 0.95 Hospital 0.87 Office 1.05 Hospital 1.13 Garage 1Office 4 343.4 2000 8 2 5 392.9 2000 11 3 1 250.8 2002 2 0.5 7 430.6 1999 14 4 8 602.8 2007 3 1 9 430.6 1998 4 10 341.2 1998 1 11 452.1 2001 4. 4 1 12 493.1 2000 1.16 School 1 4 1.1 13 667.4 2002 1.16 School 7 4 1.45 0.95 Hospital 1 Hospital 1.13 Hospital 1.13 Office 14 915.0 2015 6 15 511.3 2000 7 4 1.15 16 369.2 1999 3 1.1 17 398.3 2001 24 1.13 Office 1.13 Office 18 343.4 1999 10 2 19 430.6 2008 22 3 1 20 532.8 2004 0.87 Office 27 1.13 Hospital 1.13 Warehouse 1.13 Hospital 1.08 Office 21 389.7 2000 10 3 22 258.3 2001 1 23 417.7 2002 1 4 1.05 24 215.3 1998 1 25 202.4 2000 1.13 School 1 1 1.13 Office 1.13 Warehouse 1 School 1.13 Hospital 1.13 Hospital 1.07 School 1.07 School 1.13 School 1.13 Hospital 1.13 Warehouse 1.02 Warehouse 1.05 Warehouse 1.13 Warehouse 26 373.5 2001 3 27 162.5 2008 2 1 28 194.8 1999 3 29 419.8 1999 1.2 30 387.5 2005 2 1.2 31 227.1 2000 2 261.6 322.9 296.0 32 2000 6 2 33 2001 3 1 34 1999 2 1 35 121.6 1999 1 36 156.1 2011 1 37 107.6 1999 1 38 158.8 2005 1 1
Making a conceptual cost estimating for a construction project using Artificial Neural Network (ANN)
Description: Historical data collected from 38 construction projects "Data in the second picture" are given
Using this data, you are required to estimate total cost of a 12 story 17,350 m2 (total area) office building
that is planned to be constructed
in 2020. Location Index for the office building is 1.07, Quality Index is 3, and Construction Methods
Index is 1.1 with ANN.
Required:
*) Details of all ANN model(s): The number of hidden layers, neurons in each layer, transfer
function in each layer, training function, weight/bias learning function, and performance function.
*) Your total cost estimate for the office project.
*) And a brief discussion about how accurate is your estimate.
Time Indices:
Building Type Indices
Time
Time
Year
Year
Building type
index
index
Building
indices
1998
2.07
2009
3.43
1999
2.31
2010
3.54
Warehouse
1.20
2000
2.49
2011
3.65
Garage
2.09
2001
2.67
2012
3.78
School
2.96
2002
2.95
2013
3.91
2003
3.01
2014
4.07
Office
3.05
2004
3.08
2015
4.32
Hospital
3.15
2005
3.11
2016
4.46
2006
3.19
2017
4.78
2007
3.23
2018
4.86
2008
3.29
Transcribed Image Text:Making a conceptual cost estimating for a construction project using Artificial Neural Network (ANN) Description: Historical data collected from 38 construction projects "Data in the second picture" are given Using this data, you are required to estimate total cost of a 12 story 17,350 m2 (total area) office building that is planned to be constructed in 2020. Location Index for the office building is 1.07, Quality Index is 3, and Construction Methods Index is 1.1 with ANN. Required: *) Details of all ANN model(s): The number of hidden layers, neurons in each layer, transfer function in each layer, training function, weight/bias learning function, and performance function. *) Your total cost estimate for the office project. *) And a brief discussion about how accurate is your estimate. Time Indices: Building Type Indices Time Time Year Year Building type index index Building indices 1998 2.07 2009 3.43 1999 2.31 2010 3.54 Warehouse 1.20 2000 2.49 2011 3.65 Garage 2.09 2001 2.67 2012 3.78 School 2.96 2002 2.95 2013 3.91 2003 3.01 2014 4.07 Office 3.05 2004 3.08 2015 4.32 Hospital 3.15 2005 3.11 2016 4.46 2006 3.19 2017 4.78 2007 3.23 2018 4.86 2008 3.29
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