• Title/Summary/Keyword: Decision-Making Models

Search Result 654, Processing Time 0.04 seconds

Modeling and Analysis for Efficient Joint Combat Fire Operation of Army Artillery and Army Aviation (효율적인 육군항공과 포병자산의 통합화력 운용방안 판단을 위한 모델링 방법론 및 분석)

  • Lim, Jong-Won;Kwon, Hyog-Lae;Lee, Tae-Eog
    • Journal of the Korea Society for Simulation
    • /
    • v.23 no.2
    • /
    • pp.47-55
    • /
    • 2014
  • Most combat simulation models, including Korean Army's combat models for simulation analysis, have too much limitations to be used for analysis of complex combats like joint combat fires. We analyze requirements for modeling and simulation of Fire-Eagle, which is a joint combat fire model of ground combat fires and army aviation. We then propose a simulation model for Fire Eagle and derive operational strategies for improving the joint combat fire. To do these, we analyze effectiveness of specific operational plans and scenarios by using the simulation model. We demonstrate ways of developing efficient and effective operational plans from the simulation experimental results.

A Study on Customer Characteristics in B2B Transactions Using Three-dimensional Positioning Map and Web-shape Customer Needs Analysis (B2B 거래에서 3차원 포지셔닝 맵과 웹 모양 고객 니즈 분석을 통한 고객 특성 연구)

  • Park, Chan-Ju;Park, Yunsun;Kim, Chang-Ouk;Joo, Sang-ho;Kim, Sun-il
    • Journal of Korean Institute of Industrial Engineers
    • /
    • v.28 no.3
    • /
    • pp.274-282
    • /
    • 2002
  • This paper discusses a multi-dimensional analysis for Customer Relationship Management (CRM). For this, We propose a decision-making methodology which employs three analysis models. The first model is a three-dimension positioning map to derive a strategy which achieves the Process Value Line (PVL). The second model is the web-shape analysis model to visibly understand the individual based on the customer CSI (Customer Satisfactory Index) data. The third model which supports the web-shape analysis model, is the relative satisfactory analysis model. It considers a satisfaction level after purchasing against before purchasing. Then we perform overall analysis based on the three analysis models to provide marketing strategies to decision makers.

Risk-based Operational Planning and Scheduling Model for an Emergency Medical Center (응급의료센터를 위한 위험기반 운영계획 모델)

  • Lee, Mi Lim;Lee, Jinpyo;Park, Minjae
    • Journal of Korean Society of Industrial and Systems Engineering
    • /
    • v.42 no.2
    • /
    • pp.9-17
    • /
    • 2019
  • In order to deal with high uncertainty and variability in emergency medical centers, many researchers have developed various models for their operational planning and scheduling. However, most of the models just provide static plans without any risk measures as their results, and thus the users often lose the opportunity to analyze how much risk the patients have, whether the plan is still implementable or how the plan should be changed when an unexpected event happens. In this study, we construct a simulation model combined with a risk-based planning and scheduling module designed by Simio LLC. In addition to static schedules, it provides possibility of treatment delay for each patient as a risk measure, and updates the schedule to avoid the risk when it is needed. By using the simulation model, the users can experiment various scenarios in operations quickly, and also can make a decision not based on their past experience or intuition but based on scientific estimation of risks even in urgent situations. An example of such an operational decision making process is demonstrated for a real mid-size emergency medical center located in Seoul, Republic of Korea. The model is designed for temporal short-term planning especially, but it can be expanded for long-term planning also with some appropriate adjustments.

Market Entry Decision Model in Global Construction Market Using Real Options Game (실물옵션 게임을 활용한 해외건설시장 진출모형에 관한 기초연구)

  • Kim, Du-Yon;Kim, Byoung-Il;Han, Seung-Heon
    • Proceedings of the Korean Institute Of Construction Engineering and Management
    • /
    • 2007.11a
    • /
    • pp.652-655
    • /
    • 2007
  • Due to stagnation of domestic market, increasing number of domestic construction companies started to make inroads into foreign market recently. Yet compared to domestic market, there are much more risks in the foreign market which companies may confront. So deliberate and rational decision making skills are required. Accordingly, there has been many researches which analyzed the risk of individual markets and also studies covering decision support models. In this study, we suggest a model concerning financial issues when branching out into a new market, specially in the construction companies' point of view. For this we used a real options game which shows real competition status of a new market and deduced a feature of that market, Upon these results, we also suggest a model which helps firms to decide whether investing in the expansion is smart action or not. The model developed in this study is made in specific circumstances of limited conditions. The future study makes more realistic models considering subjects like disproportion in information and generalization of competing companies.

  • PDF

Designing Integrated Models as a Decision Aid in Web-based Marketing

  • Mahdavi, Iraj;Fazlollahtabar, Hamed;Mahdavi-Amiri, Nezam;Kakouei, Mohsen
    • Journal of Information Technology Applications and Management
    • /
    • v.17 no.1
    • /
    • pp.1-10
    • /
    • 2010
  • Web information systems have been utilized extensively over the past decade. The Internet allows for the entire sales cycle to be conducted on one medium, nearly instantaneously. From making the consumer aware of the product to providing additional information to transacting the final purchase, the Internet can accomplish them all. The Internet is like one big point-of-sales display, with easy access to products and the ability for impulse shopping. Here, we point out different aspects of information technology (IT) in marketing. Consequently, we propose two frameworks as decision aids in web-based marketing environment.

  • PDF

A study of developing Customer Satisfaction Index(CSI) used for Structural Equation Model(SEM) and applications of customers' decision - focused on the domestic automobile industry - (구조방정식을 이용한 고객만족지수 개발과 고객의사결정에의 활용 방안에 관한 연구 - 국내 자동차 산업을 중심으로 -)

  • 정지영;조재립
    • Journal of Korean Society for Quality Management
    • /
    • v.31 no.3
    • /
    • pp.85-97
    • /
    • 2003
  • There are various methods to assess to company's outcome. Among them, the customers satisfaction, which is assessed by customers, is the most important. If the customers satisfaction is measured by the CSI based on the proper reliability and validity, you can apply the result for various marketing methods. Therefore, this study develops a model to assess CSI for an industry, specifically, local automotive industry based on the SEM that is already proven valid through assessing models such as ACSI, KCSI and NCSI. Moreover, this research can be utilized for marketing strategy helping customers to decide as an AHP model, one of the decision making method.

New Directions in the CIM System Development - Virtual Manufacturing (CIM의 발전 방향 - VM(Virtual Manufacturing))

  • Han, Kwan-Hee
    • IE interfaces
    • /
    • v.11 no.3
    • /
    • pp.219-225
    • /
    • 1998
  • Presented in this paper is a state-of-the-art review of VM(Virtual Manufacturing). To survive on a global competition, manufacturers must shorten the time to market for their products. To achieve this goal, many manufacturers have implmented CIM systems. VM is a new direction in the CIM system development having emphasis on enhancing the decision-making capability. VM can be defined an integrated, synthetic manufacturing environment exercised to enhance all levels of decision and control. Also, VM is the use of computer models and simulations of manufacturing processes to aid in the design and production of manufactured products. Currently, VP(Virtual Prototyping) and VF(Virtual Factory) are main theme to develop a VM. In this paper, the concept and current status of VP and VF are explained.

  • PDF

Prediction of Transverse Surface Crack using Classification Algorithm of Neural Network in Continuous Casting Process (연주공정에서 신경망의 분류 알고리즘을 이용한 횡방향 표면크랙 예측)

  • Roh, Y.H.;Cho, D.H.;Kim, D.H.;Seo, S.;Lee, J.D.;Lee, Y.S.
    • Transactions of Materials Processing
    • /
    • v.27 no.2
    • /
    • pp.100-106
    • /
    • 2018
  • In the continuous casting process, the incidence of transverse surface cracks on the piece may occur by multiple and diverse variables. It is noted that mathematical models may predict only the occurance of the transverse surface cracks, but can require a lot of time (more than three days) to produce a result with this process. This study applied neural networks to predict whether the cracks on the piece surface occurs or does not occur. The computation time was shortened to three minutes, making it applicable to an on-line program, which predicts the non-cracks or cracks of the piece surface in the actual continuous casting process. In addition, the operating conditions to prevent the occurrence of the transverse surface cracks, using decision boundaries were also suggested.

Algorithmic Framework for Business Process Innovation

  • Han Hyun-Soo
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 2003.05a
    • /
    • pp.1142-1149
    • /
    • 2003
  • Various organizational factors effect successful implementation of IT enabled business transformation. Among them, the most critical success factor is deemed to overcoming change management problem. Lots of studies have been made on Implementation methodologies and business process formalizations to encourage organizational members to accept new business process changes. However, the logic or process redesign still depends on qualitative problem solving techniques mostly depending on basically human intuition such as brainstorming. cause-and-effect analysis. and so on. In this paper, we focused on developing analytic framework to design to-be business process structure. which can complement qualitative problem solving procedures. With effective use of IT as an enabler, we provide algorithmic framework applicable to designing various business process changes such as process automation, business process resequencing, and more radical process integration. The framework follows dynamic programming approach in the literature, which is based on the decision making paradigm of organizations to abstract business processes as quantitative decision models. As such, our research ran fill the gap of limited development of theory based analytic methodologies for business process design, by providing objective rationale to reach the consensus among the organizational members including senior management.

  • PDF

A study of developing Customer Satisfaction Index(CSI) used for Structural Equation Model(SEM) and applications of customers' decision - focused on the domestic automobile industry - (구조방정식을 활용한 고객만족지수 개발과 고객의사결정에의 활용 방안에 관한 연구 - 국내 자동차 산업을 중심으로 -)

  • Jung Ji-Young;Cho Jai-Rip
    • Proceedings of the Korean Operations and Management Science Society Conference
    • /
    • 2003.05a
    • /
    • pp.508-515
    • /
    • 2003
  • There are various methods to assess to company's outcome. Among them, the customers satisfaction, which is assessed by customers, is the most important. If the customers satisfaction is measured by the CSI based on the proper reliability and validity, you can apply the result for various marketing methods. Therefore, this study develops a model to assess CSI for an industry, specifically, local automotive industry based on the SEM that is already proven valid through assessing models such as ACSI, KCSI and NCSI. Moreover, this research can be utilized for marketing strategy helping customers to decide as an AHP model, one of the decision making method.

  • PDF