• Title/Summary/Keyword: heuristic design

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Heuristic Algorithm for the Ring-type Network Design Problem (Ring형 Network 설계문제의 휴리스틱 알고리즘)

  • 김길동;이경식
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.15 no.25
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    • pp.83-90
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    • 1992
  • This paper aims at the problem that design the network of Rig-star type with the minimum cost, which the Ring is composed of the selected nodes(concentrators) among the several candidate nodes on the network and other nodes(terminals) is connected to the Ring by star subnetwork. Especially, we consider the terminal reliability in network design problem. We develop the heuristic algorithm for network design problem to obtain the near optimal(best) solution for problem. We use an add-heuristic method and 2-exchange method in developing the heuristic algorithm.

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Development of Integrated Analysis Model for Eyegaze Analysis - With Emphasis on the Generation of Heuristic Guidelines for User Interface Design - (시선추적 분석을 위한 통합 해석 모델의 개발 - 사용자 인터페이스 디자인을 위한 휴리스틱 가이드라인의 도출을 중심으로 -)

  • 성기원;이건표
    • Archives of design research
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    • v.17 no.2
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    • pp.23-32
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    • 2004
  • This paper's objective is the analysis of eye-movement recording with visual perception process, the inference of heuristic guidelines with human information processing, and the generation of design principles for practical works. For this objective, it was experimented on that the user's eye-movement recording of interactive media with the Eyegaze Interface System, and analyzed the visual perception process of top-down & bottom-up processing, and inferred the design principles from human information process. Our results provide the implications of design through the analysis of the user's eye-movement recording that were changed according to each menu depth of the interactive media. And, it is proposed that the new concept of heuristic guidelines based on each stage of action that is related to human factors.

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Optimal Design of Irrigation Pipe Network with Multiple Sources

  • Lyu, Heui-Jeong;Ahn, Tae-Jin
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.39 no.2
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    • pp.9-18
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    • 1997
  • Abstract This paper presents a heuristic method for optimal design of water distribution system with multiple sources and potential links. In multiple source pipe network, supply rate at each source node affects the total cost of the system because supply rates are not uniquely determined. The Linear Minimum Cost Flow (LMCF) model may be used to a large scale pipe network with multiple sources to determine supply rate at each source node. In this study the heuristic method based on the LMCF is suggested to determine supply rate at each source node and then to optimize the given layout. The heuristic method in turn perturbs links in the longest path of the network to obtain the supply rates which make the optimal design of the pipe network. Once the best tree network is obtained, the frequency count of reconnecting links by considering link failure is in turn applied to form loop to enhance the reliability of the best tree network. A sample pipe network is employed to test the proposed method. The results show that the proposed method can yield a lower cost design than the LMCF alone and that the proposed method can be efficiently used to design irrigation systems or rural water distribution systems.

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A New Design Method for Verification Testability (검증 테스팅을 위한 새로운 설계 방법)

  • 이영호;정종화
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.29A no.4
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    • pp.91-98
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    • 1992
  • In this paper, a new heuristic algorithm for designing combinational circuits suitable for verification testing is presented. The design method consists of argument reduction, input partitioning, output partitioning, and logic minimization. A new heuristic algorithm for input partitioning and output partitioning is developed and applied to designing combinational circuits to demonstrate its effectiveness.

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Integrated Manufacturing Systems Design : Integrated Approach to Process Plan Selection and AGV Guidepath Design (통합 제조 시스템 설계 : 공정 계획과 AGV 경로 설계의 통합 접근)

  • Seo, Yoon-Ho
    • Journal of Korean Institute of Industrial Engineers
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    • v.20 no.3
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    • pp.151-166
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    • 1994
  • The manufacturing environment on which this research is focused is an FMS in which AGVs are used for material handling and each part type has one or more process plans. The research aims at developing a methodology whereby, given a part and volume mix for production during any production session, the best set of process plans including one plan per part type is selected and the best unidirectional AGV guidepath can be dynamically reconfigured in response to changes in parts and lot sizes combination. For the integrated PPS/FGD problem in which two functions of process plan selection (PPS) and flexible AGV guidepath design (FGD) are integrated, a zero-one integer programming model is developed. The integrated problem is decomposed into two subproblems, process plan selection given a directed AGV layout and AGV guidepath design with a fixed process plan per part type. A heuristic algorithm that alternately and iteratively solves these two subproblems is developed. The effectiveness of the heuristic algorithm is tested by solving various randomly generated sample problems and comparing the heuristic solutions with those obtained by an exact procedure. From the test results, the following conclusions are drawn: 1) For a reasonable size problem, the heuristic is very effective. 2) By integrating the two functions of PPS and FGD, a remarkable benefit in total production time for a given part and volume mix is gained.

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Experimental Study of GA and Heuristic Control Rule based PID Controller for 2-Dimensional Inverted Pendulum (2차원 도립진자를 위한 GA 및 Heuristic한 제어규칙 기반 PID제어기의 실험적 연구)

  • 서강면;강문성
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.8
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    • pp.623-631
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    • 2003
  • We have fabricated the two-dimensional inverted pendulum system and designed its controller. The two-dimensional inverted pendulum system, which is composed of X-Y table, is actuated through timing belt by each of two geared DC motors. And the control goal is that the rod is always kept to a vertical position to any distrubance and is quickly moved to the desired position. Because this system has generally nonlinear dynamic characteristics and X-axis and Y-axis move together, it is very difficult to find its exact mathematical model and to design its controller. Therefore, we have designed the PID controller with simple structure and excellent performance. Genetic algorithm(GA), which is blown as one of probabilistic searching methods, and human's heuristic control strategy are introduced to design an optimal PID controller. The usefulness of the proposed GA based PID coefficient searching technique is verified through the experiments and computer simulations.

A Study on the Walking Time to Drop off Parcels on the Design of VRP Heuristic for Parcel Delivery Services (택배배송 VRP 해법 설계를 위한 도보전달소요시간에 대한 연구)

  • Park, Sung-Mee;Moon, Gee-Ju
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.35 no.2
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    • pp.189-195
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    • 2012
  • Parcel delivery services are a bit different from general vehicle routing problems since the services require a deliver's walking time to give the parcel to the customer. This time takes more than 1/4 of total delivery time, but it is ignored for the convenience of algorithm design in general. The walking time is too big to be ignored if we need to estimate necessary delivery time precisely as much as possible, or to design a heuristic with varying vehicle moving speeds in metropolitan area. For these reasons, the walking times are surveyed and analyzed to use on the design of VRP heuristic for parcel delivery services in this research.

A dual based heuristic for the hub location and network design problem with single assignment constraint (단일연결 제약하의 설비입지를 고려한 망설계 문제의 쌍대기반 해법)

  • 윤문길
    • Journal of the Korean Operations Research and Management Science Society
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    • v.25 no.1
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    • pp.67-84
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    • 2000
  • In this paper, we address a network design problem including the decision of hub facility locatiions which is typically found in a communicatio and a transportation network design studies. Due to the administrative and the geographical restrictions, it is common to assume that each user should be assigned to only one hub facility. To construct such a network, three types of network costs should be considered: the fixed costs of establishing the hubs and the arcs in the network, and the variable costs associated with transversing the network. The complex problem is formulated as a mixed IP embedding a multicommodity flow problem. Exploiting its special structure, a dual-based heuristic is then developed, which yields near-optimal design plans. The test results indicate that the heuristic is an effective way to solve this computationally complex problem.

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