Title :
Application of Time-Cost-Quality Tradeoff Optimization Model Based on Improved PSO Algorithm to Construction Project
Author_Institution :
Dept. of Comput. Sci., SiChuan Agric. Univ., Chengdu, China
Abstract :
Time, cost and quality are important factors to construction project management. Tradeoff optimization among them is significant for the overall benefits of construction projects. In this paper, a model of multi-attribute utility function is established to study the tradeoff among time, cost and quality based on inter-related linear programming functions. In order to get the optimal decision result, an effective algorithm based on the improved particle swarm optimization algorithm and critical path method(CPM) are used according to the characteristic of optimization problem. At last, a case study on heavy repair of instrument control system for hot blast stove is given to verify the feasibility and practicability of the model.
Keywords :
critical path analysis; life cycle costing; linear programming; maintenance engineering; particle swarm optimisation; project management; quality control; PSO algorithm; construction project management; critical path method; linear programming; particle swarm optimization algorithm; time-cost-quality tradeoff optimization; Application software; Computer crashes; Cost function; Information processing; Linear programming; Mathematical model; Mathematical programming; Optimization methods; Particle swarm optimization; Project management; multi-attribute utility function; particle swarm optimization; time-cost-quality;
Conference_Titel :
Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3699-6
DOI :
10.1109/APCIP.2009.210