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Multi-Objective Scheduling of Multi-Projects : A Simulation-Optimization Model

다중 프로젝트의 다중 목표 스케줄링 : 시뮬레이션 최적화 모델

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한국산업경영시스템학회 (Society of Korea Industrial and Systems Engineering)
초록

This paper will present a simulation-optimization model for the scheduling of multi-projects. The objectives of this research include the minimization of value added projects execution cost, project completion time, project tardiness, and underutilization of contracted or outsourced resources. It is the three-phase research. In first phase, a mathematical and simulation models will be developed for multi-objectives. In second phase simulation model will be coupled with genetic algorithm to form a simulation-optimization model. The efficiency of genetic algorithm (GA) will be improved simultaneously with fine-tuning and hybridizing with other algorithms. The third phase will involve the presentation of a numerical example for the real time application of proposed research. Solution of numerical obtained with fine-tuned and hybridized simulation integrated GA will be compared with already available methods of simulation-optimization. This research will be useful for the scheduling of projects to achieve the befits of high profit, effective resource utilization, and customer satisfaction with on time delivery of projects.

저자
  • 무하마드 임란(한양대학교, Hanyang University) | Muhammad Imran
  • 강창욱(한양대학교, Hanyang University) | Changwook Kang