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Genetic Algorithm–Simulation Framework for Decision Making in Construction Site Layout Planning
Publisher: American Society of Civil Engineers
Abstract: Site layout planning is a complicated task in many construction projects because of the diversity of decision variables, conflicting objectives, and the variety of possible solutions. This paper describes a framework that ...
Site Layout and Construction Plan Optimization Using an Integrated Genetic Algorithm Simulation Framework
Publisher: American Society of Civil Engineers
Abstract: Efficiency of a planned site layout is essential for the successful completion of construction projects. Despite considerable research undertaken for optimizing construction site layouts, most models developed for this ...
Hybrid Genetic Algorithm-Simulation Optimization Method for Proactively Planning Layout of Material Yard Laydown
Publisher: American Society of Civil Engineers
Abstract: This paper presents a hybrid optimization method combining a genetic algorithm (GA) and simulation for planning the layout of material yard laydown areas. An optimized material yard layout entails efficiency in terms of ...
Data-Driven Simulation Approach for Short-Term Planning of Winter Highway Maintenance Operations
Publisher: ASCE
Abstract: Winter highway maintenance operations are performed to ensure safe driving conditions during snow events. However, variability in truck speeds and changing weather conditions limit the ability of practitioners to optimize ...