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A Two-Stage Method for Near-Optimal Clustering (최적에 가까운 군집화를 위한 이단계 방법)

  • 윤복식
    • Journal of the Korean Operations Research and Management Science Society
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    • v.29 no.1
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    • pp.43-56
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    • 2004
  • The purpose of clustering is to partition a set of objects into several clusters based on some appropriate similarity measure. In most cases, clustering is considered without any prior information on the number of clusters or the structure of the given data, which makes clustering is one example of very complicated combinatorial optimization problems. In this paper we propose a general-purpose clustering method that can determine the proper number of clusters as well as efficiently carry out clustering analysis for various types of data. The method is composed of two stages. In the first stage, two different hierarchical clustering methods are used to get a reasonably good clustering result, which is improved In the second stage by ASA(accelerated simulated annealing) algorithm equipped with specially designed perturbation schemes. Extensive experimental results are given to demonstrate the apparent usefulness of our ASA clustering method.

Preimplantation Development and Apoptosis of Mouse Embryos in the Medium Containing Extracellular Matrix (Extracellular Matrix 배지에서 생쥐 배아의 발생 및 아폽토시스)

  • Kang, Byung-Moon;Sohn, In-Pyo;Chung, Byung-Mok;Choi, Kyoo-Wan;Gye, Myung-Chan
    • Clinical and Experimental Reproductive Medicine
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    • v.27 no.3
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    • pp.253-259
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    • 2000
  • Objective: To verify the effect of Matrigel, a ECM complex from Engelbreth-Holm-Swarm (EHS) mouse sarcoma on the preimplantation development and apoptosis of mouse fertilized eggs. Method: Late pronucleus stage eggs were cultured through the blastocyst stage in the presence of Matrigel (0.5%, v/v). Characteristics of apoptosis and cell number assesed by Hoecst staining and TUNEL labeling at the blastocyst stage, respectively. Results: Morphological development, number of cells per embryo was significantly increased but rate and number of TUNEL positive nuclei of the embryo were decreased in the presence of Matrigel. Conclusion: This result suggested that at low concentration of Matrigel improves both viability and morphological development in the preimplantation mouse embryos.

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An Elimination Type Two-Stage Selection Procedure for Gamma Populations

  • Lee, Seung-Ho;Choi, Kook Lyeol
    • Journal of Korean Society for Quality Management
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    • v.13 no.2
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    • pp.29-36
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    • 1985
  • The problem of selecting the gamma population with the largest mean out of k gamma populations, each of which has the same shape parameter is considered. An elimination type two-stage procedure is proposed which guarantees the same probability requirement using the indifference-zone approach as does the single-stage procedure of Gibbons, Olkin and Sobel (1977). The two-stage procedure has the highly desirable property that the expected total number of observations required by the procedure is always less than that of the corresponding single-stage procedure regardless of the configuration of the population parameters.

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Removal Characteristics of Hazard Organic Substances in the Multi-stage Ozone Contactor (다단오존접촉조에서 유해화학물질의 제거특성)

  • 박영규
    • Journal of environmental and Sanitary engineering
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    • v.14 no.4
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    • pp.41-49
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    • 1999
  • The water treatment by was performed to remove VOC and organic substances in the multi-stage ozone contactor. Ozone is mainly utilized to change the chemical structures of organic substance, of which finally has the purpose to degrad them. The removal efficiency of VOC has 20~60% at the ozone concentration of 3 ppm, in case of trichloroethylene, its efficiency is reduced by 85% at the ozone contact time of 8 min. Design factors such as the number of stage, ozone concentration, zone contact time are determined for optimal treatment in the multi-stage contactor.

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Growth and Flowering of Cut Spray Chrysanthemum 'Charming Eye' and 'Pink Pride' by Daminozide (스프레이 절화국화 '챠밍아이'와 '핑크프라이드'의 daminozide에 의한 생육 및 개화)

  • Lee, Chang Hee
    • FLOWER RESEARCH JOURNAL
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    • v.19 no.2
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    • pp.89-95
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    • 2011
  • This study was conducted to improve commercial quality of cut spray chrysanthemums 'Charming Eye' and 'Pink Pride' bred in Korea by foliar application of daminozide, suppressing excessive elongation of peduncle caused by high temperature in greenhouse. Applications were made at two floral-bud-developmental stages and concentrations used were 0, 500, 1000, and $2000mg{\cdot}L^{-1}$. As for 'Charming Eye', cut flower length, peduncle diameter, stem diameter, flower bud diameter, and the number of flower buds did not show any significant difference among all treatments including control. However, the suppressing effect of peduncle elongation, widening angle of flower cluster arrangement on apical part, and increasing parallel flower buds in stage I showed better than those in stage II regardless of daminozide concentration. As for 'Pink Pride', cut flower length, peduncle diameter, and stem diameter did not show any significant difference among all treatments including control but angle of flower cluster on apical part increased compared to control as daminozide was sprayed at stage I and II except $2,000mg{\cdot}L^{-1}$ daminozide-sprayed at stage II. The number of flower buds and flower bud diameter showed the greatest increment through $1,000mg{\cdot}L^{-1}$ daminozide-sprayed at stage I and did the least values as sprayed with $2,000mg{\cdot}L^{-1}$ daminozide at stage II. Daminozide also gradually reduced peduncle length in a concentration-dependant manner but elongation of peduncle foliar-sprayed at stage I showed the more suppressing effect than that at stage II. Increasing the number of parallel flower buds showed the best results when sprayed with $2,000mg{\cdot}L^{-1}$ at stage I. In conclusion, we recommended that foliar spraying with $500-1,000mg{\cdot}L^{-1}$ daminozide at stage I and foliar spraying with $1,000-2,000mg{\cdot}L^{-1}$ daminozide at stage I improved cut flower quality of 'Channing Eye' and 'Pink Pride', respectively.

Reducing Switching Losses in Indirect Matrix Converter Drives: Discontinuous PWM Method

  • Bak, Yeongsu;Lee, Kyo-Beum
    • Journal of Power Electronics
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    • v.18 no.5
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    • pp.1325-1335
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    • 2018
  • This paper presents a discontinuous pulse width modulation (DPWM) method to reduce switching losses in an indirect matrix converter (IMC) drive. The IMC has a number of power semiconductor switches. In other words, it consists of a rectifier stage and an inverter stage for AC/AC power conversion, which are composed of 12 and 6 switching devices, respectively. Therefore, the switching devices of the IMC suffer from high switching losses in the IMC drives. Various topologies to reduce switching losses have been studied by eliminating a number of switches from the rectifier stage. In this study, in contrast to prior research, a DPWM method is presented to reduce the switching losses of the inverter stage. The effectiveness of the proposed method to reduce switching losses in IMC drives is verified by simulations and experimental results.

Multi-stage approach for structural damage identification using particle swarm optimization

  • Tang, H.;Zhang, W.;Xie, L.;Xue, S.
    • Smart Structures and Systems
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    • v.11 no.1
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    • pp.69-86
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    • 2013
  • An efficient methodology using static test data and changes in natural frequencies is proposed to identify the damages in structural systems. The methodology consists of two main stages. In the first stage, the Damage Signal Match (DSM) technique is employed to quickly identify the most potentially damaged elements so as to reduce the number of the solution space (solution parameters). In the second stage, a particle swarm optimization (PSO) approach is presented to accurately determine the actual damage extents using the first stage results. One numerical case study by using a planar truss and one experimental case study by using a full-scale steel truss structure are used to verify the proposed hybrid method. The identification results show that the proposed methodology can identify the location and severity of damage with a reasonable level of accuracy, even when practical considerations limit the number of measurements to only a few for a complex structure.

A Study on the Optimal Design of JIT Kanban System under Uncertain Environment (불확실한 환경하에서의 JIT 간판 시스템 최적설계에 관한 연구)

  • 김용범;김우열
    • Journal of the military operations research society of Korea
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    • v.24 no.1
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    • pp.176-188
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    • 1998
  • In this paper, it is identified that the optimal level of each performance measures (service and inventory level) is not sensitive to an uncertain environment under JIT Kanban system designed by Moeeni. Moreover, it is proposed that the optimal design method considering multiple performance characteristics is the optimal level decision method according to the relative importance differences of each performance when there exist multiple performance characteristics. The result from the simulation analysis shows that the number of Kanban for stage 3 (final process) and stage 2 is increased at the service level. It is found that the expected loss is minimal when the cycle time decreases and the container size increases. However, the stage 1 is not affected by the number and cycle time of Kanban. It is thus important to consider carefully the cycle time and the container size of the Kanban to satisfy the demand in right time. In case of inventory level, the working inventory level decreases when the container size is decreased and the working inventory level also decreases slightly when the cycle time of the Kankban is increased in stage 1 and 2.

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A Study on Parts Route Selection and Economic Design in Flexible Manufacturing System (유연 제조시스템에서 작업경로선택과 경제적인 설계에 관한 연구)

  • 장석화
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.20 no.43
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    • pp.249-263
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    • 1997
  • This paper addresses the parts route selection and economic design in flexible manufactuirng system (FMS). Parts are processed through several stage workstations according to operation sequences. The machine of each workstation can do multiple operation functions. And the operation stage of a part can be processed in several workstations, which are non-identical in functional performance. The objective of this paper is to determine the processing routes of parts, number of machine at each workstation, number of vehicle and makespan time. Two models are suggested. One is assumed that the operation stage of parts can be processed at the only one among several available workstations. Other is assumed that the operation stage of parts is allowed to be processed at several workstations. Parts are transported by automated guided vehicles (AGVs). The decision criteria is to minimize the sum of processing cost, travel cost, setup cost and overhead cost. The formulation of models is represented. A solution algorithm is suggested, and a numerical example is shown.

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Improving Performance of Multi-Paths Multistage Interconnection Network (다중-경로 다단계 상호연결 네트워크의 성능 개선)

  • Kim, Baek-Hyeon;U, Yo-Seop;Kim, Ik-Su
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.5
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    • pp.1212-1218
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    • 1999
  • This paper proposes a new multipath interconnection network(MIN) structure for improving performance which uses widely in the design of multiprocessing, ATM system and VOD server. For improving performance such as passthrough ratio and packet latency, it proposes new routing method which routes one of the collided packets into the i+1-th switching stage of the adding Banyan MIN network when it occurred collision at the i-th switching stage of the basic MIN again when they collide each other. The new improved performance MIN network has been compared with MBSF, TBSF and PBSF structured MIN network from the viewpoint of passthrough ratio and the number of switching stage vs. passthrough ratio. It is shown to improve a performance and to be a simple structure which reducing the number of switching stage of adding MIN in comparison with other structured MIN including TBSF.

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