소프트웨어 프로젝트 의사결정 지원을 위한 몬테카를로 시뮬레이션의 활용 = Applying Monte Carlo Simulation for Supporting Decision Makings in Software Projects

다국어 초록 (Multilingual Abstract)

There are many occasions on which the critical decisions should be made in software projects. Those decisions are basically related to estimating and predicting project parameters such as costs, efforts, and duration. The project managers are looking for methods to make better decisions. The decisions about project parameters are recommended to be performed based on historical data of similar projects. The measures of the tasks in past projects may have different shapes of distributions. we need to add those measures to get a predicted project measures. To add measures with different shapes of distribution, we need to use Monte Carlo simulation. In this paper, we suggest applying Monte Carlo simulation for supporting decision makings in software project. We implemented best-fit case and scheduling estimations with Cristal Ball, a commercial product of Monte Carlo simulation and showed how the suggested approach supports those critical decision makings.

목차 (Table of Contents)

• 1. 서 론
• 2. 소프트웨어 프로젝트의 의사결정
• 3. 프로젝트 의사결정 지원을 위한 몬테카를로 시뮬레이션의 적용 프로세스
• 4. 몬테카를로 시뮬레이션 활용 예제
• 5. 결 론

참고문헌 (Reference)

1 김선교, "｢경영과학｣, 8th Edition" McGrawHill 2007

2 김기호, "크리스탈볼을 이용한 재무시뮬레이션" 이레테크 2007

3 한혁수, "소프트웨어공학의 소개" 홍릉과학출판사 2008

4 이레테크, "민감도 분석과 Tornado chart의 차이점" 2007

5 Frederick P. Brooks, "The Mythical ManMonth" Addison-Wesley 1995

6 김태식, "Simulation, Real Options and IFRS" 이레테크 2007

7 최주호, "PERT/CPM 기법을 이용한 소프트웨어 개발 일정관리에 대한 연구" 21 (21): 1994

8 Benrnard W. Taylor, "Introduction to Management Science, 9th edition" Prentice Hall 2007

9 Taylor, Bernard W., "Introduction to Management Science" Prentice Hall 2007

10 Perry, C. ID Greig, "Estimating the mean and variance of subjective distributions in PERT and decision analysis" 21 (21): 1975

11 Mary Beth Chrissis, "CMMI Guidelines for Process Integration and Product Improvement, 2th Edition" Addison-Wesley 2007

12 Seal, K. C., "A generalized PERT/CPM implementation in a spreadsheet" 2001