• 제목/요약/키워드: heuristic control strategy

검색결과 36건 처리시간 0.025초

Robust Indirect Adaptive Fuzzy Controller for Balancing and Position Control of Inverted Pendulum System

  • Kim Yong-Tae;Kim Dong-Yon;Yoo Jae-Ha
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제6권2호
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    • pp.155-160
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    • 2006
  • In the paper a robust indirect adaptive fuzzy controller is proposed for balancing and position control of the inverted pendulum system. Because balancing control rules of the pendulum and position control rules of the cart can be opposite, it is difficult to design an adaptive fuzzy controller that satisfy both objectives. To stabilize the pendulum at a specified position, the proposed fuzzy controller consists of a robust indirect adaptive fuzzy controller for balancing and a supervisory fuzzy controller which emulates heuristic control strategy and arbitrate two control objectives. It is proved that the signals in the overall system are bounded. Simulation results are given to verify the proposed adaptive fuzzy control method.

동적 시간제어에 기반한 실시간 탐색 알고리즘에 관한 연구 (A Study on the Real - time Search Algorithm based on Dynamic Time Control)

  • 안종일;정태충
    • 한국정보처리학회논문지
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    • 제4권10호
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    • pp.2470-2476
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    • 1997
  • 본 연구에서는 실시간 휴리스틱 탐색 알고리즘을 개발하고 이것을 기존의 mini-min lookahead 알고리즘과 비교하였다. 많은 실시간 휴리스틱 탐색의 접근 방법에서 종종 전체 문제를 몇 개의 부 문제로 문제를 분할한다. 본 연구에서는 분할된 부 문제에서 마감시간을 적용할 뿐만 아니라 전체 해를 구하는데 있어서도 마감시간을 적용하는 알고리즘을 제안한다. 실시간 휴리스틱 탐색 알고리즘으로 제안된 $RTA^{\ast}$, SARTS, DYNORA 등의 알고리즘들은 탐색에 필요한 시간의 예측을 휴리스틱 평가 함수로부터 얻기 때문에 휴리스틱 평가의 정확도가 그 알고리즘의 성능을 보장하게 된다. 그러나 실세계의 문제에서 정확한 휴리스틱 평가 함수를 구하는 것은 매우 어려운 일이므로 부 문제 공간에서의 탐색 상황을 반영한 마감시간을 적용할 필요가 있다. 본 연구에서는 동적 마감시간 전략인 cut-off 방법을 사용하는 새로운 알고리즘을 제안한다.

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계층적 적응 퍼지제어기법을 사용한 역진자시스템의 안정화 및 위치제어 (Balancing and Position Control of Inverted Pendulum System Using Hierarchical Adaptive Fuzzy Controller)

  • Kim, Yong-Tae;Lee, Hee-Jin;Kim, Dong-Yon
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2004년도 춘계학술대회 학술발표 논문집 제14권 제1호
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    • pp.164-167
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    • 2004
  • In the paper is proposed a hierarchical adaptive fuzzy controller for balancing and position control of the inverted pendulum system. Because balancing control rules of the pendulum and position control rules of the cart can be opposite, it is difficult to design an adaptive fuzzy controller that satisfy both objectives. To stabilize the pendulum at a specified position, the hierarchical adaptive fuzzy controller consists of a robust indirect adaptive fuzzy controller for balancing, a forced disturbance generator which emulates heuristic control strategy, and a supervisory decision maker for the arbitration of two control objectives It is proved that all the signals in the overall system are bounded. Simulation results are given to verify the proposed adapt i ye fuzzy control method.

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문제 해결 전략에서 협동학습의 효과 (Instructional Effect of Cooperative Learning in Problem Solving Strategy)

  • 노태희;여경희;전경문
    • 한국과학교육학회지
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    • 제19권4호
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    • pp.635-644
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    • 1999
  • 본 연구에서는 분자 수준의 그림을 강조하고 4단계 문제 해결 전략을 제시하는 수업에서 협동학습의 효과를 조사하였다. 고등학교 세 학급(130명)을 선정하여 개별적으로 전략을 사용하는 집단(St: Strategy), 협동학습 환경에서 전략을 사용하는 집단(St-Co: Strategy-Cooperative learning), 그리고 통제 집단으로 무선 배치하였다. 수업 처치 후 학생들의 객관식 문제 해결력, 전략 수행 능력, 수업 참여도에 대한 인식을 비교하였고, 학생들이 선호하는 수업 유형도 조사하였다. 객관식 문제 해결력에서는 집단간에 유의미한 차이가 없었으나, 전략 수행 능력에서는 수업 처치와 사전 성취 수준 사이의 상호작용 효과가 유의미하였다. 단순 효과를 분석한 결과, St 집단의 중위 수준 학생들이 St-Co 집단보다 전략을 더 잘 수행한 것으로 나타났다. 그러나 수업 참여도에 대한 인식 검사에서는 St 집단의 점수가 통제 집단보다 유의미하게 낮았고, 학생들이 가장 선호하는 수업도 St-Co인 것으로 조사되었다.

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해상 교통량의 효율적 관리 방안에 관하여 -(1) 교통 관제 해역의 경우- (A Study on Optimum Control of Marine Traffic -In the Domain of Control Sector-)

  • 윤명오;이철영
    • 한국항해학회지
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    • 제15권2호
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    • pp.39-47
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    • 1991
  • As per the rapid development of world economics the marine traffic volume was increased accordingly and caused frequent disasters in human lives and natural environment in the consequence of accidents. As the result of the above they started to establish Vessel Traffic System(VTS) and separation scheme in waterway from 1960' to prevent the marin traffic accident but the problem of safety at sea appears now as neither fully defined nor sufficiently analysed. At the present, the dominant factor in establishing the strategy of marine traffic has been safety of navigation concerning only with the ship, but the risk of society derives almost wholly from the nature of cargo. To measure the degree of danger for each ship there is suggested concept of safety factor numbers denoting the level of latent danger in connection with ship and her cargo. In this paper, where the strategy of VTS is put on controlling density of safety factor for control area. it suggested algorithms how to assign the vessels and also to get optimal sequence of vessels located to a sector in the sense of minimizing the passage delay. For the formulation of problem, min max and 0-1 programming methods are applied and developed heuristic algorithm is presented with numerical example to improve the efficiency of calculation.

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병렬 타부 탐색법을 이용한 대규모의 발전기 기동정지계획 (Large Scale Unit Commitment Using Parallel Tabu Search)

  • 김형수;문경준;조덕환;황기현;박준호
    • 대한전기학회논문지:전력기술부문A
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    • 제50권11호
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    • pp.528-536
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    • 2001
  • This paper proposes a method of solving a unit commitment problem using parallel tabu search(PTS) approach. Tabu search is a heuristic optimization method that has the tabu list to control the search process. To improve the searching ability of a global solution, we used a method of exchanging solutions among connected processors as a diversification strategy, and to reduce the computation time, a new evaluating method was proposed which evaluates only a changed par. To show the usefulness of the proposed method, we simulated for 10 units system and 110 units system. Numerical results show improvements in the generation costs and the computation time compared with other conventional methods.

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Development of soccer-playing robots using visual tracking

  • Park, Sung-Wook;Kim, Eun-Hee;Kim, Do-Hyun;Oh, Jun-Ho
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.617-620
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    • 1997
  • We have built a robot soccer system to participate in MIROSOT97. This paper represents hardware specification of our system and our strategy. We select a centralized on-line system for a soccer game. The paper explains hardware specifications of our system for later development. Also, the paper explains our strategy from two viewpoints. From the viewpoint of cooperation, some heuristic ideas are implemented. From the viewpoint of path plan, Cubic spline is used with cost function which minimized time, radius of curvature for smoothness, and obstacle potential field. Direct comparison will be realized in MIROSOT97.

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소형 부품 자동화 조립시스템의 근골격계질환 예방을 위한 인간공학적 개선안 연구 (Ergonomic Interventions to Control Work-related Musculoskeletal Disorders in Automated Light Assembly Manufacturing System)

  • 나종관;박민용
    • 대한인간공학회지
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    • 제24권2호
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    • pp.57-63
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    • 2005
  • Ergonomic intervention techniques were adopted to assess and control potential risk factors of work-related musculoskeletal disorders(WMSDs) in the automated light assembly manufacturing system. Ten different kinds of assembly workstations implemented with a conveyor system and twelve female workers were observed and evaluated with careful video film analysis. Several close examinations using sets of checklists established by qualified safety and health organizations, such as NIOSH, OSHA, and ANSI, were conducted and every workers and staffs in the site participated in the self-report questionnaires and off-line interviews. Typical risk factors and symptoms of the upper extremity musculoskeletal disorders were found and categorized into specific parts of body. To reduce risk factors of WMSDs and improve system productivity new revised workstation standards, physical dimensions, were suggested accordant with anthropometric characteristics of workers and a heuristic decision strategy of rotating shift work schedules according to work contents has proposed to mitigate cumulative physical stress. Finally, ergonomic programs of entire company to prevent WMSDs were structured.

총괄계획을 위한 선형결정법과 탐색결정법에 관한 연구 (I) (A Study on the Linear Decision Rule and the Search Decision Rule for Aggregate Planning (I))

  • 고용해
    • 산업경영시스템학회지
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    • 제6권8호
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    • pp.63-71
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    • 1983
  • Aggregate planning coordinate the control variable over long-term to apply a demand variable and forcasting. In order to necessary the goal that doesn't make an inter-contradiction and explicitly defined. We made a considerable point of system approach for scheduling establishment. It include the control variables of aggregate planning : 1) employment 2) over time working and idle time 3) inventory 4) delivery delay S) subcontract 61 long - term facility capacity. Each variables composed of pure strategy as like a decision of inventory level, a change of employment level, etc. md alternative costs make a computation on the economic foundation. But the optimum alternative costs represent the mixed pure strategy. The faults of this method doesn't optimum guarantee a special scheduling as well as increasing a number of alternative combination. Theoretical, Linear Decision Rule make an including all variables, but it is almost impossible for this model to develope actually And also make use of the aggregate planning problem for developing system approach : LDR, heuristic model, Search Decision Rule, all kind of computers, simulation. But these models are very complex, each variables get an extremely inter-dependence. So this study be remained by theory level, some approach methods has not been brought the optimum solution to apply in every cases.

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기내 상품 유통에서 면세품 구색의 혁신: 운항거리와 승무원 이미지 효과 (Innovation in the Assortment of Goods: Effects on Consumer Attitude for In-Flight Duty Free Items)

  • 김경진
    • 유통과학연구
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    • 제12권10호
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    • pp.99-108
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    • 2014
  • Purpose - The goals of this study are the following. First, this study focused on customer satisfaction of in-flight service. Specifically, in-flight duty free items were considered because of their potential value related with the differentiated strategy of airline companies. Second, this study analyzed feasible strategies that would fence off the aversive attitudes of consumers toward innovation regarding in-flight duty free items. Third, this study strived to discover implicit routes related with the reactions of of consumers to innovation. Fourth, the construal level theory was applied to the context of in-flight service. Psychological distance is expected to promote acceptance of innovation for duty free items. Research design, data, and methodology - This study consisted of three experiments. All data were collected through the participation of university students. First, the experiment employed a 2×2 between-subject design. The first independent variable was temporal distance (long vs. short of navigation time). The second independent variable was innovativeness (innovative duty free items vs. typical items). Further, experiment 2 involved a 2×2 between-subject design. The first independent variable was social distance (typical vs. atypical stewardess image). The second was innovativeness that was based on a pattern similar to that of the prior experiment. The third experiment involved a 2×2×2 design. The first and second independent variables were temporal distance and item innovation, respectively, based on the method of experiment 1. The third independent variable was cognitive depletion (depletion vs. control condition). Results - Experiment 1 demonstrated that the innovation of duty free items would need to consider the journey time of the airline. Specifically, innovative items were preferred in case of a long journey; typical items, however, were liked in a short journey. Further, experiment 2 demonstrated that, in spite of a short journey, innovative items would be preferred if an atypical stewardess was serving. An atypical stewardess was linked with social distance, and the psychological effects would activate a creative and flexible mindset that would fit with innovative duty free items. The final experiment was accomplished for the examination of cognitive processing of psychological distance on innovation-acceptance. Specifically, if the effects were related with systematic processing, then cognitive effort would be needed. In contrast, if they were related with heuristic processing, then such efforts would not be required. The same pattern appeared under both cognitive depletion and control condition; therefore, the effects of psychological distance were implied to be heuristic processing. Conclusions - Managers need to consider the navigation time, stewardess concepts, and depletion of consumers as important factors for innovative strategy regarding in-flight service. Longer journeys are more successful for innovative trials. Further, a more atypical stewardess image is more successful for atypical service. Long navigation and unfamiliar stewardesses may activate creative and flexible thinking. Further, cognitive depletion of consumers is not a dominant factor of psychological distance effects, because the effects are not related with systematic processing, but with heuristic processing.