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Using Univariate Models for Construction Output Forecasting: Comparing Artificial Intelligence and Econometric Techniques
Publisher: American Society of Civil Engineers
Factors That Influence the Concession Period Length for Tunnel Projects under BOT Contracts
Publisher: American Society of Civil Engineers
Abstract: This article investigates the factors and corresponding subfactors affecting the length of the concession period for a build-operate-transfer (BOT) tunnel project. It includes five steps, namely, identifying the influential ...
Conceptual Quantities Estimation Using Bootstrapped Support Vector Regression Models
Publisher: ASCE
Abstract: Conceptual cost models do not provide details of materials, equipment, or personnel that make up construction cost. Therefore, obtaining project details for early resource planning and cost control is difficult. A feasible ...
Efficacy of Using Support Vector Machine in a Contractor Prequalification Decision Model
Publisher: American Society of Civil Engineers
Abstract: Contractor prequalification is basically a nonlinear two-group classification problem. A robust contractor prequalification decision model should include the ability of handling both quantitative and qualitative data. ...
Conjoining MMAS to GA to Solve Construction Site Layout Planning Problem
Publisher: American Society of Civil Engineers
Abstract: An optimal construction site layout planning (CSLP) is vital for project management. It can reduce the transportation flows and thus the costs of a project. Genetic algorithm (GA) is the most used algorithm to solve site ...
Improving Objectivity in Procurement Selection
Publisher: American Society of Civil Engineers
Abstract: Selecting a procurement strategy for construction projects is inherently subjective. The decision is often intuitively based on the previous experience and knowledge of the decision maker. An objective-subjective procurement ...