Neural Extensions to Robust Parameter Design

0 avg rating
( 0 ratings by Goodreads )
 
9781288311583: Neural Extensions to Robust Parameter Design
View all copies of this ISBN edition:
 
 

Robust parameter design (RPD) is implemented in systems in which a user wants to minimize the variance of a system response caused by uncontrollable factors while obtaining a consistent and reliable system response over time. We propose the use of artificial neural networks to compensate for highly non-linear problems that quadratic regression fails to accurately model. RPD is conducted under the assumption that the relationship between system response and controllable and uncontrollable variables does not change over time. We propose a methodology to find a new set of settings that will be robust to moderate system degradation while remaining robust to noise variables within the system RPD has been well developed on single response problems. Sparse literature exists on dealing with multiple responses in RPD and most methods utilize a subjective weighting scheme. To account for multiple responses, we examine the use of factor analysis on the response data. All the proposed techniques are applied to textbook applications to demonstrate their utility. An Air Force application problem is examined to demonstrate the new technique's potential on a real-world problem that is highly non-linear. The application is a detector developed to detect anomalies within hyper-spectral imagery.

"synopsis" may belong to another edition of this title.

Buy New View Book
List Price: US$ 49.00
US$ 31.46

Convert currency

Shipping: US$ 3.51
From Germany to U.S.A.

Destination, rates & speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Bernard Jacob Loeffelholz
Published by BiblioScholar (2012)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Softcover Quantity Available: 15
Print on Demand
Seller:
Rating
[?]

Book Description BiblioScholar, 2012. Condition: New. This item is printed on demand for shipment within 3 working days. Seller Inventory # LP9781288311583

More information about this seller | Contact this seller

Buy New
US$ 31.46
Convert currency

Add to Basket

Shipping: US$ 3.51
From Germany to U.S.A.
Destination, rates & speeds

2.

Bernard Jacob Loeffelholz
Published by Biblioscholar, United States (2012)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Paperback Quantity Available: 10
Seller:
Book Depository hard to find
(London, United Kingdom)
Rating
[?]

Book Description Biblioscholar, United States, 2012. Paperback. Condition: New. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. Robust parameter design (RPD) is implemented in systems in which a user wants to minimize the variance of a system response caused by uncontrollable factors while obtaining a consistent and reliable system response over time. We propose the use of artificial neural networks to compensate for highly non-linear problems that quadratic regression fails to accurately model. RPD is conducted under the assumption that the relationship between system response and controllable and uncontrollable variables does not change over time. We propose a methodology to find a new set of settings that will be robust to moderate system degradation while remaining robust to noise variables within the system RPD has been well developed on single response problems. Sparse literature exists on dealing with multiple responses in RPD and most methods utilize a subjective weighting scheme. To account for multiple responses, we examine the use of factor analysis on the response data. All the proposed techniques are applied to textbook applications to demonstrate their utility. An Air Force application problem is examined to demonstrate the new technique s potential on a real-world problem that is highly non-linear. The application is a detector developed to detect anomalies within hyper-spectral imagery. Seller Inventory # LIE9781288311583

More information about this seller | Contact this seller

Buy New
US$ 36.10
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

3.

Bernard Jacob Loeffelholz
Published by Biblioscholar, United States (2012)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Paperback Quantity Available: 10
Print on Demand
Seller:
Book Depository International
(London, United Kingdom)
Rating
[?]

Book Description Biblioscholar, United States, 2012. Paperback. Condition: New. Language: English . Brand New Book ***** Print on Demand *****. Robust parameter design (RPD) is implemented in systems in which a user wants to minimize the variance of a system response caused by uncontrollable factors while obtaining a consistent and reliable system response over time. We propose the use of artificial neural networks to compensate for highly non-linear problems that quadratic regression fails to accurately model. RPD is conducted under the assumption that the relationship between system response and controllable and uncontrollable variables does not change over time. We propose a methodology to find a new set of settings that will be robust to moderate system degradation while remaining robust to noise variables within the system RPD has been well developed on single response problems. Sparse literature exists on dealing with multiple responses in RPD and most methods utilize a subjective weighting scheme. To account for multiple responses, we examine the use of factor analysis on the response data. All the proposed techniques are applied to textbook applications to demonstrate their utility. An Air Force application problem is examined to demonstrate the new technique s potential on a real-world problem that is highly non-linear. The application is a detector developed to detect anomalies within hyper-spectral imagery. Seller Inventory # AAV9781288311583

More information about this seller | Contact this seller

Buy New
US$ 57.98
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

4.

Bernard Jacob Loeffelholz
Published by Biblioscholar, United States (2012)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Paperback Quantity Available: 10
Print on Demand
Seller:
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Biblioscholar, United States, 2012. Paperback. Condition: New. Language: English . Brand New Book ***** Print on Demand *****.Robust parameter design (RPD) is implemented in systems in which a user wants to minimize the variance of a system response caused by uncontrollable factors while obtaining a consistent and reliable system response over time. We propose the use of artificial neural networks to compensate for highly non-linear problems that quadratic regression fails to accurately model. RPD is conducted under the assumption that the relationship between system response and controllable and uncontrollable variables does not change over time. We propose a methodology to find a new set of settings that will be robust to moderate system degradation while remaining robust to noise variables within the system RPD has been well developed on single response problems. Sparse literature exists on dealing with multiple responses in RPD and most methods utilize a subjective weighting scheme. To account for multiple responses, we examine the use of factor analysis on the response data. All the proposed techniques are applied to textbook applications to demonstrate their utility. An Air Force application problem is examined to demonstrate the new technique s potential on a real-world problem that is highly non-linear. The application is a detector developed to detect anomalies within hyper-spectral imagery. Seller Inventory # AAV9781288311583

More information about this seller | Contact this seller

Buy New
US$ 59.88
Convert currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, rates & speeds

5.

Loeffelholz, Bernard Jacob
Published by Biblioscholar (2012)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Quantity Available: > 20
Print on Demand
Seller:
Pbshop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description Biblioscholar, 2012. PAP. Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781288311583

More information about this seller | Contact this seller

Buy New
US$ 58.55
Convert currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

6.

Loeffelholz, Bernard Jacob
Published by Biblioscholar (2012)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Quantity Available: > 20
Print on Demand
Seller:
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Biblioscholar, 2012. PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781288311583

More information about this seller | Contact this seller

Buy New
US$ 51.86
Convert currency

Add to Basket

Shipping: US$ 11.81
From United Kingdom to U.S.A.
Destination, rates & speeds

7.

Loeffelholz, Bernard Jacob
Published by BiblioScholar (2016)
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Paperback Quantity Available: 1
Print on Demand
Seller:
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description BiblioScholar, 2016. Paperback. Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Seller Inventory # ria9781288311583_lsuk

More information about this seller | Contact this seller

Buy New
US$ 59.34
Convert currency

Add to Basket

Shipping: US$ 5.08
From United Kingdom to U.S.A.
Destination, rates & speeds

8.

Bernard Jacob Loeffelholz
Published by BiblioScholar
ISBN 10: 1288311583 ISBN 13: 9781288311583
New Paperback Quantity Available: > 20
Seller:
BuySomeBooks
(Las Vegas, NV, U.S.A.)
Rating
[?]

Book Description BiblioScholar. Paperback. Condition: New. 174 pages. Dimensions: 9.7in. x 7.4in. x 0.4in.Robust parameter design (RPD) is implemented in systems in which a user wants to minimize the variance of a system response caused by uncontrollable factors while obtaining a consistent and reliable system response over time. We propose the use of artificial neural networks to compensate for highly non-linear problems that quadratic regression fails to accurately model. RPD is conducted under the assumption that the relationship between system response and controllable and uncontrollable variables does not change over time. We propose a methodology to find a new set of settings that will be robust to moderate system degradation while remaining robust to noise variables within the system RPD has been well developed on single response problems. Sparse literature exists on dealing with multiple responses in RPD and most methods utilize a subjective weighting scheme. To account for multiple responses, we examine the use of factor analysis on the response data. All the proposed techniques are applied to textbook applications to demonstrate their utility. An Air Force application problem is examined to demonstrate the new techniques potential on a real-world problem that is highly non-linear. The application is a detector developed to detect anomalies within hyper-spectral imagery. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN. Paperback. Seller Inventory # 9781288311583

More information about this seller | Contact this seller

Buy New
US$ 71.96
Convert currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, rates & speeds