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Neural Network Model for Optimization of Cold-Formed Steel Beams
Publisher: American Society of Civil Engineers
Abstract: An important advantage of cold-formed steel is the greater flexibility of cross-sectional shapes and sizes available to the structural steel designer. However, the lack of standard optimized shapes makes the selection of ...
Comparison of Fuzzy-Wavelet Radial Basis Function Neural Network Freeway Incident Detection Model with California Algorithm
Publisher: American Society of Civil Engineers
Abstract: A multiparadigm general methodology is advanced for development of reliable, efficient, and practical freeway incident detection algorithms. The performance of the new fuzzy-wavelet radial basis function neural network ...
Incident Detection Algorithm using Wavelet Energy Representation of Traffic Patterns
Publisher: American Society of Civil Engineers
Abstract: Automatic freeway incident detection is an important component of advanced transportation management systems (ATMS) that provides information for emergency relief and traffic control and management purposes. Earlier ...
Fast Automatic Incident Detection on Urban and Rural Freeways Using Wavelet Energy Algorithm
Publisher: American Society of Civil Engineers
Abstract: A comprehensive evaluation is presented of the single-station wavelet energy neural network freeway incident-detection algorithm of Karim and Adeli. Quantitative performance measures of detection rate, false alarm rate, ...
CBR Model for Freeway Work Zone Traffic Management
Publisher: American Society of Civil Engineers
Abstract: A case-based reasoning (CBR) model is presented for freeway work zone traffic management. The model considers work zone layout, traffic demand, work characteristics, traffic control measures, and mobility impacts. A four-set ...
Radial Basis Function Neural Network for Work Zone Capacity and Queue Estimation
Publisher: American Society of Civil Engineers
Abstract: An adaptive computational model is presented for estimating the work zone capacity and queue length and delay, taking into account the following factors: number of lanes, number of open lanes, work zone layout, length, ...
Global Optimum Design of Cold-Formed Steel I-Shape Beams
Publisher: American Society of Civil Engineers
Abstract: Using the computational neural network model developed recently by the writers, a comprehensive parametric study is performed for global optimization of cold-formed steel I-shape beams based on the American Iron and Steel ...
Global Optimum Design of Cold-Formed Steel Z-Shape Beams
Publisher: American Society of Civil Engineers
Abstract: Using the computational neural network model developed by the writers, a comprehensive parametric study is performed for global optimization of cold-formed steel Z-shape beams based on the AISI specification. Design curves ...
Fuzzy-Wavelet RBFNN Model for Freeway Incident Detection
Publisher: American Society of Civil Engineers
Abstract: Traffic incidents are nonrecurrent and pseudorandom events that disrupt the normal flow of traffic and create a bottleneck in the road network. The probability of incidents is higher during peak flow rates when the systemwide ...
OO Information Model for Construction Project Management
Publisher: American Society of Civil Engineers
Abstract: Recently, the writers developed a general and powerful mathematical model for scheduling construction projects. An optimization formulation was presented with the goal of minimizing the direct construction cost. The nonlinear ...