Title
Neural NetworkBased Predictive Cost Model for Building Works: Expert SystemBased Approach to Overcoming Excessive Costs on Bui,Used
Delivery time: 8-12 business days (International)
Project abandonment as a result of forecasting has stimulated in recent times the stakeholders request for project costs implication.However,traditional methods used in the past in cost determination does not often captured intervening variables that impact cost as project progresses, which results in inaccurate cost determination.Therefore paradigm should shift in favor of a system that can accommodate economic variants which usually influence price movement on construction work. It is on this premise that an expert system(neural network) was used in this book to formulate a cost prediction model for building works. Background was created for the comparison of traditional and expert application exploring their methods, concept and application.Artificial Neural Network was used to generate a model which was adjudged to be of very good predictive ability and low Mean Square Error value with different data ports and validation modules. The presentation illustrate practical application of newly emerging field of prediction in neural networking and should be especially useful to construction professionals,cost modelers, cost estimators,technical personnel and project clients at large
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Shipping & Returns
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We ship your order within 2–3 business days for USA deliveries and 5–8 business days for international shipments. Once your package has been dispatched from our warehouse, you'll receive an email confirmation with a tracking number, allowing you to track the status of your delivery.
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To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.
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Warranty
We provide a 2-year limited warranty, from the date of purchase for all our products.
If you believe you have received a defective product, or are experiencing any problems with your product, please contact us.
This warranty strictly does not cover damages that arose from negligence, misuse, wear and tear, or not in accordance with product instructions (dropping the product, etc.).
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Your payment information is processed securely. We do not store credit card details nor have access to your credit card information.
We accept payments with :
Visa, MasterCard, American Express, Paypal, Shopify Payments, Shop Pay and more.