• Title/Summary/Keyword: ANP method

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ANP-based Decision Support System Design for Selecting Function of Weapon Systems (무기체계의 기능 선정을 위한 ANP 기반의 의사결정 지원시스템 설계)

  • Oh, Seongryeong;Seo, Yoonho
    • Journal of the Korea Society for Simulation
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    • v.25 no.3
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    • pp.85-95
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    • 2016
  • In National Defense field, the importance of M&S and T&E has been increased due to complexity of modern Weapon System. And research reducing time and cost is being conducted continually on using limited resources efficiently. In the existing research, Weapon System's Performance Evaluation System using the Process-based method has been in progress. But, Objective basis or scientific method is insufficient in selecting appropriate function of a target to performance evaluation. Due to this, it's difficult to select functions suitable to the situation in same type. Also, Requirements of user and interrelation of evaluation factors can't be reflected systematically. In this research, it proposes the method to reflecting requirements of user, interrelation of elements in realistic situation for selecting evaluation object in Performance Evaluation Simulation. First, Evaluation Objects is selected using ANP which is multi-criterion decision making method. Second, decision support system is constructed using Programming Language(C#) based on the research result.

An ANP-based Resource Management Scheme in Heterogeneous Wireless Networks Considering Multiple Criteria (다기준 요소를 고려한 ANP 기반 이기종 무선 네트워크 자원관리 방안)

  • Shin, Choong-Yong;Cho, Jin-Sung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.8B
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    • pp.910-920
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    • 2011
  • In a heterogeneous wireless environment, a variety of Radio Access Technologies (RATs) coexist. Since the number of RATs is anticipated to increase in the near future, it is desirable to have radio and network resources managed in a cooperative manner using the Common Radio Resource Management (CRRM) strategy. In order to make RAT-specific radio resources manageable in CRRM, this paper proposes the Analytical Network Process (ANP) based resource management scheme that efficiently allocates resources among heterogeneous wireless networks. The proposed ANP-based method is flexible enough to be used in any network environment and can consider a multitude of decision factors. In addition, the proposed scheme uses a radio bandwidth model, which properly reflects transmission rates under given channel conditions, as the actual radio resources to be allocated. The model considers the AMC (Adaptive Modulation and Coding) scheme that is widely used in current broadband wireless access technologies, and thus, packet service characteristics, such as response time, can be analyzed. The effectiveness and flexibility of the proposed method are demonstrated by implementing a number of existing factors on heterogeneous networks environment.

Component Selection Decision Method Using ANP Technique in Change Management (변경관리에서 ANP기법을 이용한 컴포넌트 선택 결정 방법)

  • Kim, Kyoung-Hun;Song, Young-Jae
    • The Journal of the Korea Contents Association
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    • v.12 no.1
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    • pp.59-67
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    • 2012
  • Software change management is focused on the change of a entity like the change of contents of a system or a document. In change management, interactive relationship among requirements and complex decision making is needed to obtain optimized status. In this paper we design a management model of software change management in distributed environment which mange the change among components by time and situation. In addition, each components are defined and use ANP technique for best decision-making by using the subordinate relationship and feedback considering the mutual dependency referring the change of components in distributed environment. Thus, we analyze the dependency among each components and show 3 types of change relationship. Also through analysis of dependency, we verified the effectiveness of such approach.

An Analytic Network Process(ANP) Study on the Evaluation of Software Development Methods for Maintainability (유지보수성 목표하의 소프트웨어 개발방법 평가에 관한 실증연구 : ANP 기법을 중심으로)

  • Yoon, Min-Suk;Lee, Young;Sung, Sam-Kyung
    • Journal of the Korean Operations Research and Management Science Society
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    • v.24 no.4
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    • pp.141-156
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    • 1999
  • Recently expanded and enhanced software system inevitably demands serious managerial considerations on its maintenance cost. This study proposes a systematic and thorough assessment model for software development methods to the end of maintainability, incorporation ISO 9126 quality standards-based criteria. The Analytic Network Process (ANP) is employed in our model to find the effect of any dependency among the items of the criteria and the alternative methods. This study then applies the model empirically in order to evaluate the efficacies of the Structured Method and the Objected-Oriented Method. At first, this study performs the test on the existence and direction of any dependency under the three types of assumptions, and then determines the relative dominance of the two methods.

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Purity Improvement of Calcium Lactate and Calcium Citrate Prepared with Shell of Anadarac tegillarca granosa (꼬막 패각으로 제조한 젖산칼슘과 구연산칼슘의 순도 향상에 대한 연구)

  • Kang mee-Sook;Soh Gowan-Soon;Shin Dong-Hwa
    • Journal of Food Hygiene and Safety
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    • v.20 no.3
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    • pp.128-133
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    • 2005
  • Ash of Anadarac tegillarca granosa shell was used for preparation of calcium lactate and calcium citrate, and improvement of their purity was carried out by using ammonium chloride process (ACP) and ammonium nitrate process (ACP). Purity of calcium lactate and calcium citrate made by the reaction of ash of Anadarac tegillarca granosa shell with lactic acid solution and with citric acid solution was 94.35-96.72 and $87.58-93.06\%$, respectively. However, purity of calcium lactate and calcium citrate prepared with purified calcium carbonate pre-purified from the ash of Anadarac fegiliarca granosa shell using ACP and ANP method was 99.53-100.34 and $99.32-99.88\%$, respectively. The purity of these calcium products were higher than those of calcium lactate and calcium citrate made with ash of Anadarac tegillarca granosa shell. Whiteness of calcium lactate and calcium citrate prepared with purified calcium carbonate pre-purified using ACP and ANP method was 94.8-98.5 and 99.4-101.5, respectively. Whiteness of these calcium products was higher than that of calcium lactate (91.8) and calcium citrate (92.9) made with the ash of Anadarac tegillarca granosa shell. Therefore, we estimated that calcium lactate and calcium citrate prepared with purified calcium carbonate using ACP and ANP method could be used potentially as a food additive for calcium supplement.

Priority Analysis of Information System by the Stakeholders using BSC and ANP Method (BSC와 ANP기법을 이용한 직무그룹별 정보시스템 우선순위 분석)

  • Kyung, Tae-Won;Kim, Sang-Kuk
    • The Journal of the Korea Contents Association
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    • v.11 no.7
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    • pp.426-436
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    • 2011
  • In the past, ERP had been applied to large company mainly, but recently, in order to exist from global business environment, most of smaller businesses are using or planing to introduce ERP. However, introduction of ERP requires considerable expense and effort, before ERP come into being, it is needed to measure the expense of introducing and the outcome expected. Previous analytical frameworks (according to introduction of ERP) have been focused on measuring improvement of performance by introducing ERP. This study carries out a survey on priority analysis of information system with small businesses which produce displayer parts. To derive the user's priorities which have been disregarded beside the improvement of performance on information system, this study rearranges the analysis indices by using BSC model and it analyzes the priorities of importance according to the stakeholder(manager group, middle manager group, worker group) by using ANP method.

The Multi-Objective Optimal Design of Vehicle Component Manufacturing System with Simulation and ANP (시뮬레이션과 네트워크 분석법을 이용한 자동차 부품 가공시스템의 다목적 최적운영설계)

  • Kim, Woo-Kyun;Kim, Youn-Jin;Lee, Hong-Chul
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.12
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    • pp.4697-4706
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    • 2010
  • This paper suggested the optimal operating design method using simulation and ANP(Analytic Network Process) for mass-customization in the automotive component manufacturing industry. For this, first of all, we built the simulation model including various and complex factors in the field, and estimated the meta-model by RSM(Response Surface Method). Secondly using ANP, we calculated the weight of relative importance of evaluation factors gathered from decision makers. And then, we proposed the optimal operation designs by MOGA(Multi-Objective Genetic Algorithm), analyzed results of them. Moreover, by comparing the results with the consequences using AHP(Analytic Hierarchy Process), we showed its superiority of suggested method to the manner using AHP, because it reflects inner, outer dependency, and inter-relation among judgement factors. In conclusion, through this process, we can present the better way to serve mover effective, precise, and accurate information to decision makers when they build operation design for mass-customization system as automotive parts production system.

A study on evaluation method of Logistics Support System using the Analytic Network Process (ANP를 이용한 전평시 군수지원시스템 운용평가 방안에 관한 연구)

  • Hwang, Eun-Seong;Lee, Hong-Chul
    • Proceedings of the KAIS Fall Conference
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    • 2010.11b
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    • pp.850-854
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    • 2010
  • 본 연구는 ANP법을 활용하여 전평시 군수지원 시스템에 대한 운용평가 방안을 제시하였다. 이러한 평가를 위하여 본 연구에서는 군 실정에 부합한 평가기준 재정립하여 기준별 구체적인 평가방법을 제시하였다. 그에따라 연구에서는 시뮬레이션을 이용하여 시스템 운용의 최적조합을 판단하는 과정과 정수계획법을 통한 수리적 모델링으로 군수품의 배송비용에 대한 경제성 평가를 제시하였고 회귀분석을 통한 효용성 평가와 IPB에 의한 군수품 수송의 안정성 평가를 실시하였다. 마지막으로 이러한 각 평가 결과를 ANP법을 이용한 종합 평가치를 산출하여 전평시 지휘관 및 참모의 부대지휘절차간에 구체적인 방책구상 및 선정시 지휘관이 최적의 의사결정할 수 있도록 하였다.

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AHP와 ANP의 결합을 통한 합리적 예측모델구축

  • 이태희;김홍재
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1997.10a
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    • pp.229-232
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    • 1997
  • This study is pursuited to construct the reasonable forecasting model through the combining AHP with ANP. It may be considered to be advanced study for prior various combining forecasts methods. Although prior studies are constrained to single or two criteria in selecting the optimal forecasting method, this study extend it to multi-criteria, inner and outer-dependence of clusters and elements, and feedback effect in hierarchy. A brief illustration is provided, and limitations of this study are presented.

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Technology Improvement Assessment of Gas Hydrate R&D Project using Analytic Network Process (네트워크 분석과정을 적용한 가스하이드레이트 개발 사업의 기술향상도 평가)

  • Song, Sueng-GGock;Heo, Eunng-Yung;Lee, You-Ah
    • Journal of Korea Technology Innovation Society
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    • v.14 no.1
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    • pp.60-84
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    • 2011
  • This study accomplished technology improvement assessment of Gashydrate R&D project using ANP method which can deal with the sophisticated decisions involving a variety of interactions and dependencies. Criteria were selected by consultation and questionnaires with experts in four technology parts of gas hydrate project, and then the network was formed from relation with criteria and alternatives. As the result of analysis, the weight matrix was derived and the various relation in the network was able to be verified. The analysis was accomplished with four technology parts - geophysical exploration technology, geological and geochemical technology, analysis of deep-drill cores and stability technology, production technology - and the 'reliability' criterion ranked the highest of all parts. The rank of other criteria and the result of technology improvement assessment reflected the level of each technology. Thus, the result of this study will contribute to policy decision-making for developing and evaluating gas hydrate technology and other R&D projects.

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