논문 상세보기

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

다중 프로젝트의 다중 목표 스케줄링 : 시뮬레이션 최적화 모델

무하마드 임란, 강창욱
  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/353567
모든 회원에게 무료로 제공됩니다.
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.

키워드
Multi-project schedulingMulti-objective simulation optimizationDiscrete event simulationHybridized simulation integrated GAResource under utilization
저자
  • 무하마드 임란(한양대학교, Hanyang University) | Muhammad Imran
  • 강창욱(한양대학교, Hanyang University) | Changwook Kang