• Title/Summary/Keyword: 비용 추정모델

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A Gompertz Model for Software Cost Estimation (Gompertz 소프트웨어 비용 추정 모델)

  • Lee, Sang-Un
    • The KIPS Transactions:PartD
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    • v.15D no.2
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    • pp.207-212
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    • 2008
  • This paper evaluates software cost estimation models, and presents the most suitable model. First, we transformed a relevant model into variables to make in linear. Second, we evaluated model's performance considering how much suitable the cost data of the actual development software was. In the stage of model performance evaluation criteria, we used MMRE which is the relative error concept rather than the absolute error. Existing software cost estimation model follows Weibull, Gamma, and Rayleigh function. In this paper, Gompertz function model is suggested which is a kind of growth curve. Additionally, we verify the compatability of other different growth curves. As a result of evaluation of model's performance, Gompertz function was considered to be the most suitable for the cost estimation model.

The Maintenance Cost Estimation Model for Information System Maintenance Based on the Operation, Management and Service Metrics (운영·관리 및 서비스 지표에 기반한 정보시스템 유지보수 비용 추정 모델)

  • Lee, Byoung-Chol;Rhew, SungYul
    • Journal of the Korea Society of Computer and Information
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    • v.18 no.5
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    • pp.77-85
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    • 2013
  • In this paper, we present the cost measurement metrics for the operation management and service improvement besides the general maintenance. The cost measurement metrics of the operation management and service improvement are based on the metrics that are classified and summarized precedent studies and complemented by empirical measuring indicators, and we propose the maintenance cost estimation model based on this metrics. The maintenance costs can be calculated detailedly, because the proposed metrics can be used selectively, depending on the scope of the information system maintenance. The effectiveness of the proposed maintenance cost measurement metrics and cost estimation model is verified by comparison between existing studies and our research.

A Cost Estimation Technique using the PRICE S Model for Embedded Software in Weapon Systems (PRICE S 모델을 이용한 무기체계 내장형 소프트웨어 비용 추정 기법)

  • Shin, Eon-Hee;Kang, Sung-Jin
    • The KIPS Transactions:PartD
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    • v.13D no.5 s.108
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    • pp.717-724
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    • 2006
  • The cost estimation of software is getting more important as the portion of software is increasing in acquiring weapon systems. However, the cost estimation of embedded software in a weapon system follows the cost estimation method for general purpose softwares and uses the PRICE S model as a tool. However, any validation result of the estimated cost through an evaluated software size is not well known. Hence, we propose an approach to estimate the cost through evaluating the embedded software site in weapon systems. In order to achieve our research goal, we evaluate the software size of using the line of codes and function points which are produced by the PRICE S model. Finally, we compare the estimated cost data the actual cost data provided by the production company. As a result, we propose an approach to estimate the size and the cost of embedded software in weapon systems which are not easy to estimate objectively. We also expect that the Proposed approach is used for the cost validation and negotiation in the acquisition of weapon systems in the future.

Cost Model for Annual Cost Spread Estimation of Space Launch Vehicle Development (발사체 개발의 연차별 비용 추정을 위한 비용모델 개발)

  • Kim, Hong-Rae;Yoo, Dong-Seo;Choi, Jong-Kwon;Chang, Young-Keun
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.39 no.6
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    • pp.576-584
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    • 2011
  • In order to develop a launch vehicle successfully, it is important to estimate development costs accurately but it is also important to plan the annual budget. In this paper, the statistical method was utilized for cost spreading. For cost spread modeling, the suitability of the model by analyzing several statistical models was evaluated and consequently, the beta-distribution model has been selected. In this study, the validity of the annual estimation cost model was verified through the comparison of the actual development cost distribution and the estimating cost distribution of Space Shuttle Main Engine. In addition, this paper estimated the annual budget required for the development of the KSLV-II using currently allocated cost for successful development. It is anticipated that the present cost spread model can be applied to not only launch vehicle development but also other large complex system development.

Cost Measurement Indicators and Maintenance Cost Estimation Model for Maintenance of Component-based Software (컴포넌트 소프트웨어의 유지보수를 위한 비용 측정지표 및 비용 추정 모델)

  • Jo, Ju-Yeon;Rhew, Sung-Yul
    • The KIPS Transactions:PartD
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    • v.16D no.3
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    • pp.353-360
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    • 2009
  • Most information systems are component-based and developed by outsourcing, and developed software is maintained integrative. However, studies on cost measurement indicators and cost estimation model have not been performed sufficiently, which are foundational to enhance the productivity and efficiency of maintenance. This study suggests indicators to measure maintenance cost for component-based software and examines maintenance cost estimation model of component software by the measurement indicators suggested. In order to generate the indicators to measure the component-based maintenance cost, the previously proposed indicators are summarized comparatively. To estimate the measurement indicators of component-based software, it makes a comparison of the previously proposed indicators and arranges them. We classify the measurement indicators by how to apply according to maintenance types of component software and then we propose the cost measurement indicators. Moreover, we propose the cost estimation model according to the maintenance types of component software using the suggested measurement indicators suggested. With the suggested estimation model, a case study is performed and its validity is verified.

A Software Cost Estimation Using Growth Curve Model (성장곡선을 이용한 소프트웨어 비용 추정 모델)

  • Park, Seok-Gyu;Lee, Sang-Un;Park, Jae-Heung
    • The KIPS Transactions:PartD
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    • v.11D no.3
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    • pp.597-604
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    • 2004
  • Accurate software cost estimation is essential to both developers and customers. Most of the cost estimating models based on the size measure methods, such as LOC and FP, are obtained through size estimation. The accuracy of size estimation directly influences the accuracy of cost estimation. As a result, the overall structure of regression-based cost models applies the power function based on software size. Many growth phenomenon in nature such as the growth in living organism, performance of technology, and learning capability of human show an S-shaped curve. This paper proposes a model which estimates the developing effort by using the growth curve. The presented model assumes that the relation cost and size follows the growth curve. The appropriateness of the growth curve model based on Function Point, Full-Function Point and Use-Case Point, which are the general methods in estimating the software size have been confirmed. The proposed growth curve model shows similar performance with power function model. In conclusion, the growth curve model can be applied in the estimation of the software cost.

A Study on Estimating of Cost in the logistics - Apply for the military logistics (물류비용 추정 모델에 관한 연구 - 군 물류 적용 중심으로)

  • Gang, Seong-Jin;Park, Jin-Woo
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2005.10a
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    • pp.85-100
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    • 2005
  • 현재의 제조의 원가 절감 차원에서 물류비용에 대한 많은 관심을 가지고 있다. 하지만, 그에 대한 물류비용에 대한 정확한 추정에 대해서는 계산이 복잡할뿐더러 제품의 운송거리나제품의 무게 및 수량등 선형적인 값으로 나타내는 방법을 주로 사용하여 비용만을 예측할 뿐이다. 물류비용에 대한 세부적인 산출에 대한 연구보다는 전체적인 비용을 산출하는데 많은 연구가 진행되어 왔었다. 그리고 어느 특정 제품에 대한 물류비용에 대한 추정과 예측하는 연구에 대해서는 부족한 형편이다. 일반 기업에서는 하드웨어에서의 원가비용절감에 한계를 느끼고 물류에서의 비용을 절감을 위해 많은 연구가 이루어진 반면 군에서는 물류비용추정에 관해서는 연구가 많이 이루어지지 않고 있다. 본 논문에서는 군에서의 물류의 흐름에 맞는 물류 네트워크를 제안하고 물류 네트워크상에서의 비용 모델을 제시하여 군에서의 물류비용을 추정하였다. 그리고 이에 대한 분석과 함께 물류네트 워크상에서의 물류비용 절감을 위한 방법을 제시하였다.

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A Study on Estimating of Cost in the logistics - Apply for the military logistics (물류비용 추정 모델에 관한 연구 - 군 물류 적용 중심으로)

  • Park, Jin-U;Gang, Seong-Jin;Seo, Hyeok
    • Proceedings of the Military Operations Research Society of Korea Conference
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    • 2005.10d
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    • pp.63-80
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    • 2005
  • 현재의 제조의 원가 절감 차원에서 물류비용에 대한 많은 관심을 가지고 있다. 하지만, 그에 대한 물류비용에 대한 정확한 추정에 대해서는 계산이 복잡할뿐더러 제품의 운송거리나 제품의 무게 및 수량등 선형적인 값으로 나타내는 방법을 주로 사용하여 비용만을 예측할 뿐이다. 물류비용에 대한 세부적인 산출에 대한 연구보다는 전체적인 비용을 산출하는데 많은 연구가 진행되어 왔었다. 그리고 어느 특정 제품에 대한 물류비용에 대한 추정과 예측하는 연구에 대해서는 부족한 형편이다. 일반 기업에서는 하드웨어에서의 원가비용절감에 한계를 느끼고 물류에서의 비용을 절감을 위해 많은 연구가 이루어진 반면 군에서는 물류비용 추정에 관해서는 연구가 많이 이루어지지 않고 있다. 본 논문에서는 군에서의 물류의 흐름에 맞는 물류 네트워크를 제안하고 물류 네트워크상에서의 비용 모델을 제시하여 군에서의 물류비용을 추정하였다. 그리고 이에 대한 분석과 함께 물류네트 워크상에서의 물류비용 절감을 위한 방법을 제시하였다.

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Road O&M Cost Prediction Model with the Integration of the Impacts of Climate Change using Binomial Tree Model (기후변화 영향을 고려한 도로시설 유지관리 비용변동성 예측 이항분석모델)

  • Kim, Du Yon;Kim, Byungil
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.35 no.5
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    • pp.1165-1171
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    • 2015
  • Due to the increasing trend of operation and maintenance cost (O&M cost) of infrastructure, the accurate estimation of O&M cost is crucial part to the government. Recent literatures pointed out that gradual climate changes such as average temperature changes, average precipitation changes, and etc. have significant impact on infrastructure O&M cost. This research is intended to develop a long-term O&M cost prediction model of road facilities by considering the impacts of average temperature changes. For this end, the climate change scenarios of Intergovernmental Panel on Climate Change (IPCC)'s $5^{th}$ report are adopted to structure the impact of average temperature changes by using binomial lattice model. The proposed framework is expected to regional government in supporting decisions for road O&M cost.

Practical Model to Estimate Road User Cost for Bridge Maintenance Strategy (교량 유지관리 전략 수립을 위한 실용적 도로이용자비용 추정 모델)

  • Park, Kyung-Hoon;Sun, Jong-Wan;Lee, Sang-Yoon;Lee, Jong-Soon;Cho, Hyo-Nam
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.11 no.6
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    • pp.131-142
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    • 2007
  • The road user cost in indirect costs as well as direct costs such as the inspection/ diagnosis cost and the repair/reinforcement cost should be considered as one of the important items in the life-cycle cost-effective design and maintenance of the bridges. To estimate the road user cost, this paper formulates the road user cost as a sum of the user delay cost and the vehicle operating cost considering the detour effect. A numerical traffic simulation and a regression analysis are performed to develop a regression model due to a time delay. The proposed regression model is applied to the generation of the maintenance strategy based on the life-cycle cost and performance, and its effectiveness and applicability is investigated. The road user cost has a great influence on establishing the maintenance strategy, and the proposed regression model could be successfully utilized to estimate the road user cost of a bridge.