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Solving resource availability cost problem in project scheduling by pseudo particle swarm optimization 被引量:4

Solving resource availability cost problem in project scheduling by pseudo particle swarm optimization
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摘要 This paper considers a project scheduling problem with the objective of minimizing resource availability costs appealed to finish al activities before the deadline. There are finish-start type precedence relations among the activities which require some kinds of renewable resources. We predigest the process of sol-ving the resource availability cost problem (RACP) by using start time of each activity to code the schedule. Then, a novel heuris-tic algorithm is proposed to make the process of looking for the best solution efficiently. And then pseudo particle swarm optimiza-tion (PPSO) combined with PSO and path relinking procedure is presented to solve the RACP. Final y, comparative computational experiments are designed and the computational results show that the proposed method is very effective to solve RACP. This paper considers a project scheduling problem with the objective of minimizing resource availability costs appealed to finish al activities before the deadline. There are finish-start type precedence relations among the activities which require some kinds of renewable resources. We predigest the process of sol-ving the resource availability cost problem (RACP) by using start time of each activity to code the schedule. Then, a novel heuris-tic algorithm is proposed to make the process of looking for the best solution efficiently. And then pseudo particle swarm optimiza-tion (PPSO) combined with PSO and path relinking procedure is presented to solve the RACP. Final y, comparative computational experiments are designed and the computational results show that the proposed method is very effective to solve RACP.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第1期69-76,共8页 系统工程与电子技术(英文版)
基金 supported by the National Natural Science Foundation of China(71201166 71201170)
关键词 project scheduling resource availability cost problem(RACP) HEURISTICS particle swarm optimization (PSO) path relin-king. project scheduling, resource availability cost problem(RACP), heuristics, particle swarm optimization (PSO), path relin-king.
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