• Title/Summary/Keyword: Numerical algorithm

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Traveling Salesman Problem with Precedence Relations based on Genetic Algorithm (선후행 관계제약을 갖는 TSP 문제의 유전알고리즘 해법)

  • Moon, Chi-Ung;Kim, Gyu-Ung;Kim, Jong-Su;Heo, Seon
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2000.04a
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    • pp.48-51
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    • 2000
  • The traveling salesman problem with precedence relations (TSPPR) is harder than general traveling salesman problem. In this paper we propose an efficient genetic algorithm (GA) to solve the TSPPR. The key concept of the proposed genetic algorithm is a topological sort (TS). The results of numerical experiments show that the proposed GA approach produces an optimal solution for the TSPPR.

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WHAT CAN WE SAY ABOUT THE TIME COMPLEXITY OF ALGORITHMS \ulcorner

  • Park, Chin-Hong
    • Journal of applied mathematics & informatics
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    • v.8 no.3
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    • pp.959-973
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    • 2001
  • We shall discuss one of some techniques needed to analyze algorithms. It is called a big-O function technique. The measures of efficiency of an algorithm have two cases. One is the time used by a computer to solve the problem using this algorithm when the input values are of a specified size. The other one is the amount of computer memory required to implement the algorithm when the input values are of a specified size. Mainly, we will restrict our attention to time complexity. To figure out the Time Complexity in nonlinear problems of Numerical Analysis seems to be almost impossible.

Machine-Part Grouping Algorithm for the Bottleneck Machine Problem (애로기계가 존재하는 기계-부품 그룹형성 문제에 대한 해법)

  • 박수관;이근희
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.19 no.37
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    • pp.1-7
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    • 1996
  • The grouping of parts into families and machines into cells poses an important problem for the improvement of productivity and quality in the design and planning of the flexible manufacturing system(FMS). This paper proposes a new algorithm of forming machine-part groups in case of the bottleneck machine problem and shows the numerical example. This algorithm could be applied to the large scale machine-part grouping problem.

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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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Sample Based Algorithm for k-Spatial Medians Clustering

  • Jin, Seo-Hoon;Jung, Byoung-Cheol
    • The Korean Journal of Applied Statistics
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    • v.23 no.2
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    • pp.367-374
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    • 2010
  • As an alternative to the k-means clustering the k-spatial medians clustering has many good points because of advantages of spatial median. However, it has not been used a lot since it needs heavy computation. If the number of objects and the number of variables are large the computation time problem is getting serious. In this study we propose fast algorithm for the k-spatial medians clustering. Practical applicability of the algorithm is shown with some numerical studies.

Determination of optimal contact forces for multi-fingered robotic hands (다지 다관절 로봇 손의 최적 접촉력 결정 방법)

  • 백주현;서일홍;최동훈
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10a
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    • pp.52-56
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    • 1990
  • An algorithm is proposed to determine the optimal contact forces of robotic hands, where the soft finger contact as well as the frictional point contact are considered. Especially, the algorithm can be efficiently applied to the case of multi-point contact by inner-link as well as fingertip. To show the validities of the algorithm, several numerical exampies are presented by employing a robotics hand with three fingers each of which has four joints.

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Compensatory Decision-Making for Multiobjective Nonlinear Programming Problem in a Fuzzy Environment (퍼지환경에서 다목적 비선형계획문제의 절충 의사결정)

  • Lee, Sang-Wan;Nam, Hyun-Woo
    • Journal of Korean Institute of Industrial Engineers
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    • v.23 no.1
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    • pp.163-175
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    • 1997
  • This paper presents the algorithm for finding the compensatory solution for fuzzy multiobjective nonlinear programming problem using $\gamma$-operator. The proposed algorithm can be applied to all cases with multiobjective problems since the interactive process with a decision maker is simple, various uncertainties involved on decision making are eliminated and all the objectives are well balanced. On the basis of proposed algorithm, an illustrative numerical example is presented.

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CHARACTERIZATION OF THE SOLUTIONS SET OF INCONSISTENT LEAST-SQUARES PROBLEMS BY AN EXTENDED KACZMARZ ALGORITHM

  • Popa, Constantin
    • Journal of applied mathematics & informatics
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    • v.6 no.1
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    • pp.51-64
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    • 1999
  • We give a new characterization of the solutions set of the general (inconsistent) linear least-squares problem using the set of linit-points of an extended version of the classical Daczmarz's pro-jections method. We also obtain a "step error reduction formula" which in some cases can give us apriori information about the con-vergence properties of the algorithm. Some numerical experiments with our algorithm and comparisons between it and others existent in the literature are made in the last section of the paper.

Performance analysis of a flexible restarted fom(k) algorithm

  • Yun, Jae-Heon
    • Bulletin of the Korean Mathematical Society
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    • v.34 no.4
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    • pp.667-678
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    • 1997
  • This paper contains a convergence analysis of a flexible restarted FOM(k)(FFOM(k)), and its performance is compared with FGMRES(k). Performances of these two algorithms with variable preconditioners are also compared with those of preconditioned FOM(k) and GMRES(k). Numerical experiments show that FFOM(k) performs as well as, or better than for some problems, FGMRES(k).

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Partial Field Decompositon Using Beamforming Method Under Reflective Condition (반사면이 존재하는 환경에서 빔포밍 방법을 이용한 부분 음장 재구성)

  • 선종천;강연준
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2003.11a
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    • pp.730-734
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    • 2003
  • A beamforming method is a kind of spatial filter that focus the amy's signal capturing abilities in a desired direction. In this paper, we detect the location of a source under reflective condition using the multi-dimensional MUSIC algorithm then, we can iud the image source locations from the experimental geometry, and we reconstruct the partial fields for direct wave and reflected wave by using Adaptive nulling algorithm. Numerical simulations are performed to verify its performance under various conditions.

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