• Title/Summary/Keyword: Single-Machine Scheduling

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Optimal Scheduling Algorithm for Minimizing the Quadratic Penalty Function of Completion Times (작업 완료시간의 2차벌과금함수를 최소화하는 알고리즘에 관한 연구)

  • 노인규;이정환
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.13 no.22
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    • pp.35-42
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    • 1990
  • This paper deals with a single machine scheduling problem with a quadratic penalty function of completion times. The objective is to find a optimal sequence which minimizes the total penalty. A new type of node elimination procedure and precedence relation is developed that determines the ordering between adjacent jobs and is incorporated into a branch and bound algorithm. In addition, modified penalty function is considered and numerical examples are provided to test the effectiveness of the optimum algorithm.

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Application of Genetic Algorithms to a Job Scheduling Problem (작업 일정계획문제 해결을 위한 유전알고리듬의 응용)

  • ;;Lee, Chae Y.
    • Journal of the Korean Operations Research and Management Science Society
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    • v.17 no.3
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    • pp.1-12
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    • 1992
  • Parallel Genetic Algorithms (GAs) are developed to solve a single machine n-job scheduling problem which is to minimize the sum of absolute deviations of completion times from a common due date. (0, 1) binary scheme is employed to represent the n-job schedule. Two selection methods, best individual selection and simple selection are examined. The effect of crossover operator, due date adjustment mutation and due date adjustment reordering are discussed. The performance of the parallel genetic algorithm is illustrated with some example problems.

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A Study on Determining Single-Center Scheduling using LTV(LifeTime Value) (고객 생애 가치를 활용한 단일 창구 일정계획 수립에 관한 연구)

  • 양광모;박재현;강경식
    • Proceedings of the Safety Management and Science Conference
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    • 2003.05a
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    • pp.285-290
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    • 2003
  • There is only one server available and arriving work require services from this server. Job are processed by the machine one at a time. The most common objective is to sequence jobs on the severs so as to minimize the penalty for being late, commonly called tardiness penalty Based on other objectives, many criteria may serve as s basis for developing job schedules. Therefore, this study tries to proposed that Scheduling by customer needs group for minimizing the problem and reducing inventory, product development time, cycle time, and order lead time.

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A Study on Determining Single-Center Scheduling for LTV(LifeTime Value) Using Heuristic Method (휴리스틱 방법을 활용한 고객 생애 가치에 대한 단일 업체 일정계획 수립에 관한 연구)

  • 양광모;강경식
    • Journal of the Korea Safety Management & Science
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    • v.5 no.1
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    • pp.83-92
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    • 2003
  • Scheduling plays an important role in shop floor planning. A scheduling shows the planned time when processing of a specific job will start on each machine that the job requires. It also indicates when the job will be completed on every process. Thus, it is a timetable for both jobs and machines. There is only one server available and arriving work require services from this server. Job are processed by the machine one at a time. The most common objective is to sequence jobs on the severs so as to minimize the penalty for being late, commonly called tardiness penalty. Based on other objectives, many criteria may serve as s basis for developing job schedules. The process also comprises all strategic planning, capital investments, management decisions, and tasks necessary to create a new product. manufacturing processes must be created so that the product can be produced in the product facility. Purchasing new equipment and training workers may be required if new technology is to be used. Tools, fixtures, and the sequence of steps in the manufacturing processes must all be developed to allow rapid, high-quality, cost effective production. Also, it may be needed to be rearrange the production facility to adapt to the new manufacturing processes. Therefore, this study tries to proposed that Scheduling by customer needs group for minimizing the problem and reducing inventory, product development time, cycle time, and order lead time.

A Parallel Processors Scheduling Problems with a Common Due Date (공통납기를 고려한 병렬기계 일정계획)

  • Lee, Jeong-Hwan;No, In-Gyu
    • Journal of Korean Society for Quality Management
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    • v.18 no.2
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    • pp.81-92
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    • 1990
  • This paper considers a scheduling of a set of jobs on single and multiple processors, when all jobs have a common due date and earliness and lateness are penalized at different cost rates. The objective is to determine the optimal value of a common due date and an optimal scheduling to minimize a total penalty function. It is also shown that a schedule having minimum weighted completion time variances must be V-shaped. For identical processors, a polynomial scheduling algorithm with the secondary objectives of minimizing makespan and machine occupancy is developed and a numerical example is presented.

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Minimizing the Weighted Mean Absolute Deviation of Completion Times about a Common Due Date (공통납기에 대한 완료시간의 W.M.A.D. 최소화에 관한 연구)

  • 오명진;최종덕
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.13 no.21
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    • pp.143-151
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    • 1990
  • This paper studies a single machine scheduling problem in which all jobs have the common due date and penalties are assessed for jobs at different rates. The scheduling objective is to minimize the weighted mean absolute deviations(WMAD). This problem may provide greater flexibility in achieving scheduling objectives than the mean absolute deviation (MAD) problem. We propose three heuristic solution methods based on several dominance conditions. Numerical examples are presented. This article extends the results to the problem to the problem of scheduling n-jobs on m-parallel identical processors in order to minimize the weighted mean absolute deviation.

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Dynamic Programming Algorithms for Scheduling Jobs with Sequence-Dependent Processing Times (순서 의존적인 작업시간을 갖는 작업들의 스케쥴링을 위한 동적계획법)

  • Lee, Moon-Kyu;Lee, Seung-Joo
    • Journal of Korean Institute of Industrial Engineers
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    • v.24 no.3
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    • pp.431-446
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    • 1998
  • In this paper, we consider the problem of scheduling n jobs with sequence-dependent processing times on a set of parallel-identical machines. The processing time of each job consists of a pure processing time and a sequence-dependent setup time. The objective is to maximize the total remaining machine available time which can be used for other tasks. For the problem, we first propose a dynamic programming(DP) algorithm for sequencing jobs processed on a single machine. The algorithm is then extended to handle jobs on parallel-identical machines. Finally, we developed an improved version of the algorithm which generates optimal solutions using much smaller amount of memory space and computing time. Computational results are provided to illustrate the performance of the DP algorithms.

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Branch and Bound Approach for Single-Machine Sequencing with Early/Tardy Penalties and Sequence-Dependent Setup Cost

  • Akjiratikarl, Chananes;Yenradee, Pisal
    • Industrial Engineering and Management Systems
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    • v.3 no.2
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    • pp.100-115
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    • 2004
  • The network representation and branch and bound algorithm with efficient lower and upper bounding procedures are developed to determine a global optimal production schedule on a machine that minimizes sequence-dependent setup cost and earliness/tardiness penalties. Lower bounds are obtained based on heuristic and Lagrangian relaxation. Priority dispatching rule with local improvement procedure is used to derive an initial upper bound. Two dominance criteria are incorporated in a branch and bound procedure to reduce the search space and enhance computational efficiency. The computational results indicate that the proposed procedure could optimally solve the problem with up to 40 jobs in a reasonable time using a personal computer.

A Knowledge-based Beam Search Method for a Single Machine Scheduling (단일 기계의 일정계획 문제에 대한 지식 베이스 빔 탐색 기법)

  • Kim, Seong-In;Kim, Sun-Uk;Yang, Heo-Yong;Kim, Sheung-Kwon
    • Journal of Korean Institute of Industrial Engineers
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    • v.19 no.3
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    • pp.11-23
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    • 1993
  • A basic problem of sequencing a set of independent tasks at a single facility with the objective of minimizing total tardiness is considered. A variation of beam search, called knowledge-based beam search, has been studied which uses domain knowledge to reduce the problem size with an evaluation function to generate nodes probable to include the optimal solution. Its performance behavior is compared with some existing algorithms.

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A Heuristic for Scheduling Production of Components at a Single Facility (단일설비 생산체제에서 부품의 일정계획에 관한 발견적 기법)

  • Gim, Bong-Jin
    • Journal of Korean Institute of Industrial Engineers
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    • v.20 no.2
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    • pp.31-38
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    • 1994
  • We consider a single-machine scheduling problem dealing with the manufacture of components for subsequent assembly into end products. Each product requires both unique components and common components, and each production requires a setup. By making some assumptions on the data and the availability of the components for assembly, Baker provides on efficient dynamic programming algorithm for obtaining the optimal schedule. In this paper we do not impose any requirement on the data, and we solve the more complicated batching and sequencing problem. We suggest a simple heuristic method that is efficient and finds solutions that are optimal or close to the optimal solution.

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