Application of machine learning methods to cost estimation of product life cycle

TH Yeh, S Deng - International Journal of Computer Integrated …, 2012 - Taylor & Francis
Industry competitiveness depends on the cost, performance, and timely delivery of the
product. Thus, an accurate, rapid, and robust product cost estimation model for the entire …

Cost Modeling Based on Support Vector Regression during the Design Phase

G Huang, MP Deisenroth - IIE Annual Conference …, 2007 - search.proquest.com
Accurate cost information is very important to designers and decision-makers during the
product design phase. This study applies support vector regression (SVR) to cost estimation …

Using least squares support vector machines for the airframe structures manufacturing cost estimation

S Deng, TH Yeh - International Journal of Production Economics, 2011 - Elsevier
Accurate cost estimation plays a significant role in industrial product development and
production. This research applied least squares support vector machines (LS-SVM) method …

Back propagation neural network based product cost estimation at an early design stage of passenger vehicles

B Ju, X Zhou, L Xi - International Journal of Industrial and …, 2010 - inderscienceonline.com
The lack of effective cost estimation method is the bottleneck for product cost control at the
early design stage. In this article, the product costs of sedan, sports utility vehicle and multi …

Intelligent cost estimation by machine learning in supply management: A structured literature review

F Bodendorf, P Merkl, J Franke - Computers & Industrial Engineering, 2021 - Elsevier
In the automotive industry, cost estimation of components to be purchased plays an
important role for price negotiations with suppliers and, therefore, for cost control within the …

Application of BPN with feature-based models on cost estimation of plastic injection products

HS Wang - Computers & Industrial Engineering, 2007 - Elsevier
Plastic injection products have been widely used in various household necessities and high-
tech commodities. For getting the bigger target market share and the advantage of leading …

[引用][C] Using least squares support vector machines to the product cost estimation

SG Deng, TH Yeh - Journal of Chung Cheng Institute of Technology, 2011

Cost estimation of plastic injection molding parts through integration of PSO and BP neural network

HS Wang, YN Wang, YC Wang - Expert Systems with Applications, 2013 - Elsevier
Plastic injection molding technology has been widely used in a variety of high-tech products,
auto parts and generic household products. Against the waves of globalization, the plastic …

A machine learning approach for automated cost estimation of plastic injection molding parts

F Klocker, R Bernsteiner, C Ploder… - Cloud computing and …, 2023 - ojs.wiserpub.com
Market competition leads to shorter cycle times for new or updated products. Therefore,
flexibility in reacting to market changes, product development, and all related processes …

An intelligent model for cost prediction in new product development projects

SM Mousavi, B Vahdani… - Journal of Intelligent & …, 2015 - content.iospress.com
Precise cost prediction of new product development (NPD) projects has been a challenge
for both academia and practitioners that often requires much effort and experience. In this …