Newsletter   Secure Checkout   Shopping Cart (0 Items)  
Search:    Welcome Guest! Save up to 30-40% on most items with our awesome everyday discounts!

Determination of Weak Pareto Frontier Solutions under Probabilistic Constraints [Paperback]

Our Price $ 104.34  
Retail Value $ 111.00  
You Save $ 6.66  
Item Number 217680  
Buy New $104.34
Available on the Internet only.

Item description for Determination of Weak Pareto Frontier Solutions under Probabilistic Constraints by Hongjun Ran...

Conceptual design problems of complex systems have four common features; they are multidisciplinary, multi-objective, information uncertainties, and time constrained. Mathematically the first three features can be well addressed by solving a multi-objective, multidisciplinary optimization problem under probabilistic constraints and finding the Weak Pareto Frontier (WPF) solutions. The challenge then is how to find WPF solutions with manageable computational time and expense. In this research a framework is developed to meet this challenge, adopting surrogate models and a new neighborhood search method that is based on Monte Carlo simulation. A hybrid surrogate modeling method is formed consisting of Response Surface Methodology and Support Vector Regression (SVR) in order to achieve high accuracy for many kinds of problems with a small training sample. SVR is automated in a new way using a modified information criterion (MIC) based on model fitting error, model predicting error (MPE), and model complexity information. MPE is estimated inexpensively with a new method called Random Cross Validation. MIC is also used to select the best surrogate modeling method for a problem.

Promise Angels is dedicated to bringing you great books at great prices. Whether you read for entertainment, to learn, or for literacy - you will find what you want at!

Item Specifications...

Pages   316
Est. Packaging Dimensions:   Length: 9.61" Width: 6.69" Height: 0.66"
Weight:   1.11 lbs.
Binding  Softcover
Release Date   Jan 15, 2008
Publisher   VDM Verlag Dr. Mueller e.K.
ISBN  3836456427  
ISBN13  9783836456425  

Availability  83 units.
Availability accurate as of Oct 27, 2016 11:01.
Usually ships within one to two business days from La Vergne, TN.
Orders shipping to an address other than a confirmed Credit Card / Paypal Billing address may incur and additional processing delay.

More About Hongjun Ran

Register your artisan biography and upload your photo! Are You The Artisan or Author behind this product?
Improve our customers experience by registering for an Artisan Biography Center Homepage.

Product Categories

1Books > Subjects > Computers & Internet > Computer Science
2Books > Subjects > Computers & Internet > General
3Books > Subjects > Professional & Technical > Professional Science > Physics > General
4Books > Subjects > Science > General
5Books > Subjects > Science > Physics > General

Reviews - What do customers think about Determination of Weak Pareto Frontier Solutions under Probabilistic Constraints?

Be the first to write a review about Determination of Weak Pareto Frontier Solutions under Probabilistic Constraints

Ask A Question or Provide Feedback regarding Determination of Weak Pareto Frontier Solutions under Probabilistic Constraints

Item Feedback and Product Questions
For immediate assistance call 888.395.0572 during the hours of 10am thru 8pm EST Monday thru Friday and a customer care representative will be happy to help you!

Help us continuously improve our service by reporting your feedback or questions below:

I have a question regarding this product
The information above is incorrect or conflicting
The page has misspellings or incorrect grammar
The page did not load correctly in my browser or created an error.

Email Address:
Anti Spam Question. To combat spammers we require that you answer a simple question.
What color is the sky?
Leave This Blank :
Do Not Change This Text :

Add This Product Widget To Your Website

Looking to add this information to your own website? Then use our Product Widget to allow you to display product information in a frame that is 120 pixels wide by 240 pixels high.

    Copy and paste the following HTML into your website and enjoy!

Order toll-free weekdays 10am thru 10pm EST by phone: 1-888-395-0572 (Lines are closed on holidays & weekends.)
Customer Service | My Account | Track My Orders | Return Policy | Request Free Catalog | Email Newsletter

Gift Certificates
RSS Feeds
About Us
Contact Us
Terms Of Use
Privacy Policy