• 제목/요약/키워드: Nonlinear Programming Problem

검색결과 273건 처리시간 0.026초

복수의 중고 컴퓨터 재조립 비용 최소화를 위한 휴리스틱 탐색 알고리즘 (Heuristic Search Method for Cost-optimized Computer Remanufacturing)

  • 전홍배;손갑수
    • 산업경영시스템학회지
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    • 제35권4호
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    • pp.98-109
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    • 2012
  • Recently, the optimisation of end-of-life (EOL) product remanufacturing processes has been highlighted. In particular, computer remanufacturing becomes important as the amount of disposed of computers is rapidly increasing. At the computer remanufacturing, depending on the selections of used computer parts, the value of remanufactured computers will be different. Hence, it is important to select appropriate computer parts at the reassembly. To this end, this study deals with a decision making problem to select the best combination of computer parts for minimising the total remanufacturing computer cost. This problem is formulated with an integer nonlinear programming model and heuristic search algorithms are proposed to resolve it.

P.C 박스거더 교량의 최적설계 (Optimum Design of Prestressed Concrete Box Girder Bridges)

  • 방명석;김일곤
    • 전산구조공학
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    • 제4권4호
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    • pp.91-96
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    • 1991
  • 캔틸레버공법으로 가설되는 P.C 박스거더 교량에 적용할 수 있는 최적설계 기법을 개발하였다. 최적설계문제는 제약조건이 없는 비선형문제이며 해석방법은 Nelder-Mead 방법을 사용하였다. 해석결과는 국내에 기 가설되어 있는 교량들의 설계값과 비교하였으며 만족할 만한 결과를 주었다. 개발된 프로그램은 등단면교량에만 적용이 가능하고 변단면 교량에서는 사용할 수 없다.

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수직통합 의사결정을 위한 계량분석모형 (A mathematical planning model for vertical integration)

  • 문상원
    • 경영과학
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    • 제10권1호
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    • pp.193-205
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    • 1993
  • This paper presents a mathematical model for a class of vertical integration decisions. The problem structure of interest consists of raw material vendors, components suppliers, components processing plants, final product (assembly) plants and external components buyers. Economic feasibility of operating components plants instead of keeping outside suppliers is our major concern. The model also determines assignment of product lines and production volumes to each open plant considering the cost impacts of economies of scale and plant complexity. The problem formulation leads to a concave, mixed integer mathematical program. Given the state of the art of nonlinear programming techniques, it is often not possible to find global optima for reasonably sized such problems. We developed an optimization solution algorithm within the framework of Benders decomposition for the case of a piecewise linear concave cost function. It is shown that our algorithm generates optimal solutions efficiently.

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위성발사체의 궤적최적화와 최적 유도 알고리듬 설계 (Trajectory Optimization and Optimal Explicit Guidance Algorithm Design for a Satellite Launch Vehicle)

  • 노웅래;김유단;송택렬
    • 제어로봇시스템학회논문지
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    • 제7권2호
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    • pp.173-182
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    • 2001
  • Ascent trajectory optimization and optimal explicit guidance problems for a satellite launch vehicle in a 2-dimensional pitch plane are studied. The trajectory optimization problem with boundary conditions is formulated as a nonlinear programming problem by parameterizing the pitch attitude control variable, and is solved by using the SQP algorithm. The flight constraints such as gravity-turn are imposed. An optimal explicit guidance algorithm in the exoatmospheric phase is also presented, the guidance algorithm provides steering command and time-to-go value directly using the current states of the vehicle and the desired orbit insertion conditions. To verify the optimality and accuracy of the algorithm simulations are performed.

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구역 및 시간의존 차량스케쥴링문제 : 차량속도 추정모델과 차량스케쥴링 해법 (Area and Time-Dependent Vehicle Scheduling Problems Travel Speeds Estimation Model and Scheduling Heuristics)

  • 박양병;송성헌
    • 대한산업공학회지
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    • 제22권3호
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    • pp.517-532
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    • 1996
  • The area and time-dependent vehicle scheduling problem(ATVSP) is a generalization of the vehicle scheduling problem in which the travel speed between two locations depends on the passing areas and time of day. We propose a simple model for estimating area and time-dependent travel speeds in the ATVSP that relieves much burden for the data collection and storage problems. A mixed integer nonlinear programming formulation of the ATVSP is presented. We also propose three heuristics for the ATVSP, developed by extending and modifying existing heuristics for conventional vehicle scheduling problems. The results of computational experiments demonstrate that the proposed estimation model performs well and the saving method is the best among the three heuristics.

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Research on scheduling and optimization under uncertain conditions in panel block production line in shipbuilding

  • Wang, Chong;Mao, Puxiu;Mao, Yunsheng;Shin, Jong Gye
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제8권4호
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    • pp.398-408
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    • 2016
  • Based on non-completely hybrid flow line scheduling of panel block in shipbuilding, several uncertain factors influencing the problem were analyzed in a real environment, and a nonlinear integer programming model was built for each sub-scheduling problem. To narrow the difference between theory and application, rolling horizon and rescheduling methods are proposed. Moreover, with respect to the uncertainty of processing time, arriving time and due time, we take the minimizing of the early and delayed delivery costs as the objective, and establish an evaluation with a global penalty function. Finally, numerical experiments and a simulation analysis were undertaken to demonstrate the effectiveness of the model and algorithm.

File Replication and Workload Allocation for a Locally Distributed Database

  • Gil sang Jang
    • 산업경영시스템학회지
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    • 제24권64호
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    • pp.1-20
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    • 2001
  • In distributed databases, file replication and workload allocation are important design issues. This paper solves these two issues simultaneously, The primary objective is to minimize the system response time that consists of local processing and communication overhead on a local area network. Workload (query transactions) is assigned among any sites in proportion to the remaining file request service rate of the each server The problem is presented in the form of a nonlinear integer programming model. The problem is proved to be NP-complete and thus an efficient heuristic is developed by employing its special structure. To illustrate its effectiveness, it is shown that the proposed heuristic is based on the heuristic of a non-redundant allocation that was provided to be effective. The model and heuristics are likely to provide more effective distributed database designs.

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부재고를 갖는 재고.수송시스템의 최적모형설계 (A Design for Optimal Models of Inventory-Distribution System with Back-Ordered Case)

  • 우태희;조남호
    • 산업경영시스템학회지
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    • 제20권43호
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    • pp.25-36
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    • 1997
  • The purpose of this paper is to structure a new integrated model that can minimize the total cost for the transportation and inventory systems between m origin points, where origin i has a supply of a commodity, such as distribution centers or warehouses, and n destination points, where destination j requires the commodity. In this case, demands of the destination points are assumed random variables which have a known probability distribution. We will find optimal distribution centers which transport the commodity to the destination points and suggest optimal inventory policy to the selected distribution center which find the optimal pair $$ and safety stock level that minimize total cost with back-ordered case. This new model is formulated as a 0-1 nonlinear integer programming problem. To solve the problem, this paper proposes heuristic computational procedures and program and provides numerical examples.

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유연한 셀생산을 위한 최적가공경로와 생산조건의 결정 (Optimization Analysis of Flexible Cellular Manufacturing: Route Selection and Determining the Optimal Production Conditions for Ordered Products)

  • 송상재;최정희
    • 대한산업공학회지
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    • 제18권1호
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    • pp.47-62
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    • 1992
  • This paper describes a procedure for optimizing the route selection and production conditions in alternate process plans under a cellular manufacturing environment. The type of production is mainly production-to-order which deals with unexpected products as the changes factor. The flexible cellular manufacturing can be viewed as a complete unification of both flexible manufacturing process and flexible production management. The integrated problem for designing flexible cellular manufacturing associated with determining the optimal values of the machining speeds, overtime, and intercell flow is formulated as Nonlinear Mixed Integer Programming(NMIP) in order to minimize total production change cost. This is achieved by introducing the marginal cost analysis into the NMIP, which will compute the optimal machining speed, overtime, intercell flow, and routing. The application of this procedure offers greater flexibility to take advantage of the cellular manufacturing due to the optimum use of resources. A solution procedure for this problem was developed and a numerical example is included.

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PSO/SQP를 이용한 제어기 이득 자동 추출 (Automated Control Gain Determination Using PSO/SQP Algorithm)

  • 이장호;유혁;민병문
    • 항공우주기술
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    • 제7권1호
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    • pp.61-67
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    • 2008
  • 무인항공기의 비행제어법칙 설계를 위하여 자동 제어기 이득 결정 프로그램을 개발하였다. 제어기 이득 결정 문제를 최적화 문제로 정식화 하고, 최적화 문제의 최적해로부터 제어기 이득을 결정하였다. 최적화 문제의 해를 계산하기 위해 진화연산기법의 하나인 PSO 알고리듬과 비선형 프로그래밍의 하나인 SQP 알고리듬을 연결하여 사용하였다. 이 방법을 통하여 최적해 계산 시간을 PSO 방법에 비하여 1/5로 감소시켰으며, 보다 정확한 최적해를 계산할 수 있었다.

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