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

• 영문명: 다중 프로젝트의 다중 목표 스케줄링 : 시뮬레이션 최적화 모델
• 발행기관: 한국산업경영시스템학회
• 저자명: Muhammad Imran(무하마드 임란) Changwook Kang(강창욱)
• 간행물 정보: 『한국산업경영시스템학회 학술대회』2018년 춘계학술대회 논문집, 12~12쪽, 전체 1쪽
• 주제분류: 공학 > 산업공학
• 파일형태: PDF
• 발행일자: 2018.05.12

영문 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 scheduling Multi-objective simulation optimization Discrete event simulation Hybridized simulation integrated GA Resource under utilization