• Title/Summary/Keyword: heuristic procedure

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Resource Constrained Project Scheduling Problem with Multiple Crashable Modes: A Heuristic Procedure for the Resource Availabilities Varying from Period to Period (자원제약을 고려하며 기간단축이 가능한 복수의 양식을 지닌 단일 프로젝트의 일정문제:자원 가용량이 시간에 따라 변하는 경우의 휴리스틱 기법)

  • 안태호
    • Journal of the Korea Society of Computer and Information
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    • v.3 no.4
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    • pp.154-163
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    • 1998
  • In this paper a heuristic procedure for a resource constrained project scheduling problem with multiple crashable modes is presented. A similar heuristic procedure by Ahn and Erengue was recently introduced, but the procedure assumes the resource capacities constant over the project life. The Procedure of this paper is able to deal with the resource capacities varying over the project life. The computational results with a set of 110 test problems demonstrate the efficacy of the heuristic procedure.

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Frequency Reassignment Problem in Code Division Multiple Access Networks

  • Han Jung-Hee
    • Management Science and Financial Engineering
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    • v.12 no.1
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    • pp.127-142
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    • 2006
  • In this paper, we present a frequency reassignment problem (FRP) that arises when we add new base stations to resolve hot-spots or to expand the coverage of a code division multiple access (CDMA) network. For this problem, we develop an integer programming (IP) model along with some valid inequalities and preprocessing rules. Also, we develop an effective heuristic procedure that solves two sub-problems induced from the original problem in repetition. Computational results show that the proposed heuristic procedure finds a feasible solution of good quality within reasonable computation time. Also, the lower bound by-produced from the heuristic procedure is quite strong.

A Heuristic Algorithm for the Quadratic Assignment Problem and its Application (Quadratic Assignment Problem 의 해법(解法) 및 응용(應用))

  • Hwang, Hak;Jeon, Chi-Hyeok
    • Journal of Korean Institute of Industrial Engineers
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    • v.5 no.1
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    • pp.45-51
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    • 1979
  • This paper presents a heuristic solution procedure for the quadratic assignment problem, ranking procedure, which can handle the case where not all of the facilities have the same size of area. The ranking procedure is found more efficient than two other existing heuristic procedures from results of computational experience. Based on the out-patients flow pattern and the procedure developed, an improved layout of the three existing general hospitals is developed with the objective of minimizing the total distance travelled by patients in the central and the out-patient clinic.

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Heuristic Procedure on General n/m Job-Shop Scheduling Generation

  • Won, Chin Hee;Kim, Man Shik
    • Journal of Korean Society for Quality Management
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    • v.16 no.1
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    • pp.32-42
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    • 1988
  • The general n/m job-shop problem is easy to state what is required, but it is extremely difficult to make any progress whatever toward a solution. This paper was first to examine a heuristic procedure of general n/m scheduling generation focused on the procedure of MWRK (Most Work Remaining) presented by Giffler and Thompson (1960) among others. Then modified procedure was proposed to obtain better solution in light of the key measure of performance compared with that of the literature presented by Baker (1974). The modified procedure then has been extended to other example problem to test the better results and to assure the properness of application.

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A Study of Group Scheduling in Multi-Stage Manufacturing Systems (다단계생산(多段階生産)시스템에서의 그룹스케듈링에 대한 연구(硏究))

  • Jo, Gyu-Gap
    • Journal of Korean Institute of Industrial Engineers
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    • v.9 no.1
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    • pp.23-31
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    • 1983
  • A group scheduling problem, which is production scheduling problem associated with the concept of group technology, is studied under due date constraints in multi-stage manufacturing systems. The purpose of this paper is to develop and evaluate a practical heuristic procedure for determining group sequence and job sequence within each group to minimize total tardiness in multi-stage manufacturing systems. A heuristic algorithm has been developed by introducing the concept of relative measures of job tardiness and group tardiness for job sequencing and group sequencing, respectively. A numerical example is shown to illustrate the proposed procedure. The heuristic algoirthm is tested by comparisons with problems with known optimal solutions and also with random group schedules for a set of large-size problems. Results indicate that the proposed heuristic algorithm provides good solutions with small computational requirements, and thus is viable for large size problems in practice.

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Multi-product, multi-site production and transportation scheduling problem (다품종 복수공장 생산에서의 생산분배 및 수송계획 문제연구)

  • 장병만
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1993.04a
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    • pp.36-45
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    • 1993
  • This paper presents a model and a heuristic procedure to design production planning and transportation scheduling systems of critical items, components and products on the basis of material requirement planning concept and transportation planning model. These systems are stemmed from a multi-site multi-product production company in a international economic zone. An example is provided to validate the heuristic procedure developed.

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A Heuristic Method for Communication Network Design (통신망의 국간 용량 결정에 관한 발견적해법)

  • 성창섭;손진현;이강배
    • Journal of the Korean Operations Research and Management Science Society
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    • v.18 no.1
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    • pp.29-43
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    • 1993
  • This paper condisers a problem of determining arc capacities for a communication network with fixed-charged linear arc-cost functions, which is known to be NP-hard. For the problem, an efficient heuristic solution procedure is derived. The procedure is further shown working well for designing arc capacities of a network in a situation where the network needs to be extended by connecting its nodes to some new nodes or where the network needs to be extended by expanding its arc capacities.

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An On-line Algorithm for Machine Layout Problem (기계 배치 문제의 온라인 알고리즘)

  • Wang, Gi-Nam
    • Journal of the Korean Society for Precision Engineering
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    • v.12 no.6
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    • pp.27-36
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    • 1995
  • This paper covers algorithms to determine a machine assignment strategy to locations on a single straight track by minimizing the total backtrack distance. Three different algorithms ar presented: an efficient heuristic procedure, the branch-and-bound algorithm, and the nerual network approach. Simulation results show that the proposed algorithms have potential power to design an on-line optimizer.

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Solving Facility Rearrangement Problem Using a Genetic Algorithm and a Heuristic Local Search

  • Suzuki, Atsushi;Yamamoto, Hisashi
    • Industrial Engineering and Management Systems
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    • v.11 no.2
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    • pp.170-175
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    • 2012
  • In this paper, a procedure using a genetic algorithm (GA) and a heuristic local search (HLS) is proposed for solving facility rearrangement problem (FRP). FRP is a decision problem for stopping/running of facilities and integration of stopped facilities to running facilities to maximize the production capacity of running facilities under the cost constraint. FRP is formulated as an integer programming model for maximizing the total production capacity under the constraint of the total facility operating cost. In the cases of 90 percent of cost constraint and more than 20 facilities, the previous solving method was not effective. To find effective alternatives, this solving procedure using a GA and a HLS is developed. Stopping/running of facilities are searched by GA. The shifting the production operation of stopped facilities into running facilities is searched by HLS, and this local search is executed for one individual in this GA procedure. The effectiveness of the proposed procedure using a GA and HLS is demonstrated by numerical experiment.

Designing hierarchical ring-star networks under node capacity constraints (설비용량을 고려한 계층적 네트워크의 설계 및 분석)

  • 이창호;윤종화;정한욱
    • Journal of the Korean Operations Research and Management Science Society
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    • v.19 no.1
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    • pp.69-83
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    • 1994
  • This paper deals with a capacitated ring-star network design problem (CRSNDP) with node capacity constraints. The CRSNDP is formulated as a mixed 0-1 integer problem, and a 2-phase heuristic solution procedure, ADD & VAM and RING, is developed, in which the CRSNDP is decomposed into two subproblems : the capacitated facility location problem (CFLP) and the traveling sales man problem (TSP). To solve the CFLP in phase I the ADD & VAM procedure selects hub nodes and their appropriate capacity from a candidate set and then assigns them user nodes under node capacity constraints. In phase II the RING procedure solves the TSP to interconnect the selected hubs to form a ring. Finally a solution of the CRSNDP can be achieved through combining two solution of phase I & II, thus a final design of the capacitated ring-star network is determined. The analysis of computational results on various random problems has shown that the 2-phase heuristic procedure produces a solution very fast even with large-scale problems.

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