• Title/Summary/Keyword: Operations Research Models

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Comparisons of Experimental Designs and Modeling Approaches for Constructing War-game Meta-models (워게임 메타모델 수립을 위한 실험계획 및 모델링 방법에 관한 비교 연구)

  • Yoo, Kwon-Tae;Yum, Bong-Jin
    • Journal of the military operations research society of Korea
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    • v.33 no.1
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    • pp.59-74
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    • 2007
  • Computer simulation models are in general quite complex and time-consuming to run, and therefore, a simpler meta-model is usually constructed for further analysis. In this paper, JANUS, a war-game simulator, is used to describe a certain tank combat situation. Then, second-order response surface and artificial neural network meta-models are developed using the data from eight different experimental designs. Relative performances of the developed meta-models are compared in terms of the mean squared error of prediction. Computational results indicate that, for the given problem, the second-order response surface meta-model generally performs better than the neural network, and the orthogonal array-based Latin hypercube design(LHD) or LHD using maximin distance criterion may be recommended.

On Transition Procedure Using an Optimal Quantile Estimator under Uncertainty

  • Sok, Yong-U
    • Journal of the military operations research society of Korea
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    • v.23 no.2
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    • pp.135-154
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    • 1997
  • This paper deals with the perishable inventory models with uncertainties of demand functions. The traditional perishable inventory costs of holding and stockout are incorporated into the cost function. The average expected cost will be minimized to find the optimal quantile estimator. After three candidate estimators are proposed on the basis of order statistics, they will be evaluated by the simulation results and statistical analysis. Then the transition procedure algorithm using this estimator will be proposed to make the optimal decision under uncertainty.

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Probabilistic Model and Analysis of a Conventional Preinstalled Mine Field Defense

  • Lee, Young-Uhn
    • Journal of the military operations research society of Korea
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    • v.6 no.2
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    • pp.151-184
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    • 1980
  • Simple models for a defense consisting of a preinstalled mine field possibly defended by an anti-tank weapon are derived and analyzed. This paper uses a special Poisson process to model the one or two positions of mines in the mine field. The duel between the anti-tank weapon and offensive tanks crossing the field is modeled with a continuous time Markov chain. Some algebraic solutions and numerical results are obtained for specific scenarios.

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Stochastic Duels with Multiple Hits, and Fixed Duel Time

  • Kwon, Tai-Young;Bai, Do-Sun
    • Journal of the military operations research society of Korea
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    • v.6 no.2
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    • pp.69-88
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    • 1980
  • A stochastic fundamental duel with continous interfiring times is considered for including the kill effect of multiple hits and fixed duel time. Two alternatives, 'vital hit' and 'damage coefficient' approaches, are developed. Since a large quantity of ammunition is consumed when a sure kill is obtained through repetitive multiple hits, limitation of initial ammunition supply is included in the stochastic duel models with multiple hits and fixed duel time. General solutions are obtained and examples with negative exponential interfiring times and geometric ammunition supply are given.

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Determination of the Appropriate Promotion Size and Sensitivity Analysis of Promotion Probabilities (적정 진급인원수 결정 및 진급확률 민감도 분석)

  • Lee Ik-Ju;Min Gye-Ryo
    • Journal of the military operations research society of Korea
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    • v.15 no.2
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    • pp.20-37
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    • 1989
  • A markov chain is used to derive the models for determining the size of persons to be promoted and for conducting the sensitivity analysis of promotion probabilities. To compute the former case a future wastage rate is forecasted by using the double exponential smoothing method. The model for sensitivity analysis is used to simulate the impact of change in graded-size targets and hiring policy on the promotion probabilities.

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MINIMIZATION OF PARENT ROLL TRIM LOSS FOR THE PAPER INDUSTRY

  • Bae, Hee-Man
    • Journal of the Korean Operations Research and Management Science Society
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    • v.3 no.2
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    • pp.95-108
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    • 1978
  • This paper discusses an application of mathematical programming techniques in the paper industry in determining optimal parent roll widths. Parent rolls are made from the reels produced at wide paper machines by slitting them to more manageable widths. The problem is finding a set of the slitting patterns that will minimize the trim loss involved in the sheeting operation. Two programming models, one linear and one mixed integer linear, are presented in this paper. Also presented are the computational experience, the model sensitivity, and the comparison of the optimal solutions with the simulated operational data.

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GETTING IT ALL TOGETHER--MIS, MANAGEMENT SCIENCE AND CORPORATE MODELS

  • Mellichamp, Joseph M.;Smith, Palmer W.
    • Journal of the Korean Operations Research and Management Science Society
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    • v.3 no.2
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    • pp.29-39
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    • 1978
  • Scarcely a month passes that another paper lamenting the short-comings of either Management Information Systems (MIS) or Management Science (MS) doesn't appear in the literature. It is unfortunate that these disciplines which have been universally commended to management and which obviously have great potential, have fallen into difficult times. It is likewise unfortunate that another promising construct--the corporate model--will likely meet a similar fater unless the present course of events is altered.

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Channel Access Control Method for the CDMA Packet Service System (CDMA 패킷 서비스 시스템에서 채널 엑세스 제어 기법 연구)

  • 이강원
    • Journal of the Korean Operations Research and Management Science Society
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    • v.28 no.3
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    • pp.169-184
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    • 2003
  • In the IS-95 packet service system, the radio channels are generally classified into the dedicated and the common traffic channels. In this paper, a common traffic channel access method is proposed for the COMA packet service system to enhance the radio resource utilization while guaranteeing QoS to the users. The proposed method is based on the permission probability for the common traffic channel user. To derive permission probability, optimization models are developed for two different QoS constraints. Approximation methods are also developed.

Long-term Energy Systems Otimization Study (장기 에너지 수급체계화 연구)

  • 김풍일
    • Journal of the Korean Operations Research and Management Science Society
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    • v.4 no.2
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    • pp.35-39
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    • 1979
  • In order to recommend future national policy directions on energy supply and consumption and to suggest energy technological priorities to be developed, comprehensive energy models have been developed through this study in a sense of strategic and systematic approach. The “energy input-output model” has been formulated to analyze the mutual impacts between energy consumption patterns and industrial structures and to calculate energy intensities of industrial sectors. The long-term energy demands to the year 2000 were forecasted by using multi-regressional method and the optimal energy flow balances for five-year interval have been studied by using the “energy linear programming model” being took full account of interfuel substitutability and technology.

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An Accelerated Genetic Algorithm for the Vehicle Routing Problem

  • Shin, Hae-Woong;Kang, Maing-Kyu
    • Journal of the Korean Operations Research and Management Science Society
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    • v.21 no.1
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    • pp.101-114
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    • 1996
  • This study suggests an accelerated genetic algorithm for the vehicle routing problem (AGAVRP). This algorithm treats both the single-visit and the multiple-visit models. AGAVRP is accelerated by the OR techniques at the various stages of the algorithm. In order to improve the convergence of AGAVRP, a robust set of parameters is determined by the experimental design approach. The relative performance of AGAVRP is comparable to the other known algorithms. The advantage of the proposed algorithm is flexibility and better convergence.

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