• 제목/요약/키워드: self-adaptation

검색결과 684건 처리시간 0.024초

다층 신경회로 및 역전달 학습방법에 의한 로보트 팔의 다이나믹 제어 (Dynamic Control of Robot Manipulators Using Multilayer Neural Networks and Error Backpropagation)

  • 오세영;류연식
    • 대한전기학회논문지
    • /
    • 제39권12호
    • /
    • pp.1306-1316
    • /
    • 1990
  • A controller using a multilayer neural network is proposed to the dynamic control of a PUMA 560 robot arm. This controller is developed based on an error back-propagation (BP) neural network. Since the neural network can model an arbitrary nonlinear mapping, it is used as a commanded feedforward torque generator. A Proportional Derivative (PD) feedback controller is used in parallel with the feedforward neural network to train the system. The neural network was trained by the current state of the manipulator as well as the PD feedback error torque. No a priori knowledge on system dynamics is needed and this information is rather implicitly stored in the interconnection weights of the neural network. In another experiment, the neural network was trained with the current, past and future positions only without any use of velocity sensors. Form this thim window of position values, BP network implicitly filters out the velocity and acceleration components for each joint. Computer simulation demonstrates such powerful characteristics of the neurocontroller as adaptation to changing environments, robustness to sensor noise, and continuous performance improvement with self-learning.

  • PDF

우울증 성향을 보인 중년여성에 대한 모래놀이치료 사례연구 (The case study of sand play therapy for a middle-aged woman with depression)

  • 문채련
    • 한국생활과학회지
    • /
    • 제17권3호
    • /
    • pp.439-455
    • /
    • 2008
  • The purpose of this study is to find the sand play therapeutic effect for a middle-aged woman who shows the depression because of her husband's debauchery. The client showed psychological conflict, also her children appeared the schoolwork problem and regression. For the pre-test, HTP, KED, SCT and MMPI were used. As a result of analysis she was under heavy stress and chose to sleep as a mean to forget herself. The sand play total sessions were 19. The subject of the sand play therapy were analysed the sessions into the chaos stage, the struggle stage, ego/self axis stage and the adaptation stage. Sand play therapy helps the client's positive change and accept in the sand play. The sand play therapy was effective and significant to cure to middle-aged woman with depression.

신경 회로망을 이용한 강인 비행 제어 시스템: 동적 표면 설계 접근 (Robust Flight Control System Using Neural Networks: Dynamic Surface Design Approach)

  • 유성진;최윤호;박진배
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 D
    • /
    • pp.1848-1849
    • /
    • 2006
  • The new robust controller design method is proposed for the flight control systems with model uncertainties. The proposed control system is a combination of the adaptive dynamic surface control (DSC) technique and the self recurrent wavelet neural network (SRWNN). The adaptive DSC technique provides us with the ability to overcome the "explosion of complexity" problem of the backstepping controller. The SRWNNs are used to observe the arbitrary model uncertainties of flight systems and all their weights are trained on-line. From the Lyapunov stability analysis, their adaptation laws are induced and the uniformly ultimately boundedness of all signals in a closed-loop adaptive system is proved. Finally, simulation results for a high performance aircraft (F-16) are utilized to validate the good tracking performance and robustness of the proposed control system.

  • PDF

기업에서 요구하는 직무수행능력에 대한 델파이 분석 (A Delphi Survey of Corporate Needs for Technical Skills)

  • 박성미
    • 수산해양교육연구
    • /
    • 제20권1호
    • /
    • pp.12-22
    • /
    • 2008
  • This study presents the results of a delphi survey which is intended to identify technical skills that corporations expect of employees. A total of 300 managers from different businesses took part in the survey. To obtain the delphi data, a questionnaire of expected technical skills developed on the basis of previous research was used. The obtained data were analyzed in terms of frequency and other descriptive statistics. Eleven technical skills emerged as important ones in the corporate environment. In order of importance, subjects listed communication skills, business capabilities, negotiation skills, problem-solving ability, organizational adaptation, ability to gather and analyze relevant information, practical computer literacy, self-management, creativity, and foreign language proficiency.

On-line Learnign control of Nonlinear Systems Usig Local Affine Mapping-based Networks

  • Chio, Jin-Young;Kim, Dong-Sung
    • 한국지능시스템학회논문지
    • /
    • 제5권3호
    • /
    • pp.3-10
    • /
    • 1995
  • This paper proposedan on-line learning controller which can be applied to nonlinear systems. The proposed on-line learning controller is based on the universal approximation by the local affine mapping-based neural networks. It has self-organizing and learning capability to adapt itself to the new environment arising from the variation of operating point of the nonlinear system. Since the learning controller retains the knowledge of trained dynamics, it can promptly adapt itself to situations similar to the previously experienced one. This prompt adaptability of the proposed control system is illustrated through simulations.

  • PDF

며느리가 인지한 고부갈등과 대처행동에 관한 연구 (A study on Conflict perceived by daughters-in-law and Their coping Behavior)

  • 이정연
    • 가정과삶의질연구
    • /
    • 제8권2호
    • /
    • pp.135-146
    • /
    • 1990
  • The purpose of this study is to investigate the relation between the conflict perceive by daughters-in-law and their coping behavior. The statistical procedures used were frequency, t-test, multiple regression, and factor analysis. The major finding are as follows; 1) The conflict perceived by daughters -in-law is not very high, but , in terms of scolding, discrimination, objection to visiting the parent home there are some conflict found. 2) The coping scale is composed of 9 factors by 27 items and adaptation to reality is the main factor. 3) Collision with mother-in-law, avoidance, self-blame, age, the attitude of mother-in-law about her son's marriage are proved to be influential variables of the degree of the conflict perceived by daughters-in-law. 4) Reanalysis is perhaps the significant coping pattern to improve the relation with mother-in-law.

  • PDF

신경 회로망을 이용한 강인 비행 제어 시스템: 동적 표면 설계 접근 (Robust Flight Control System Using Neural Networks: Dynamic Surface Design Approach)

  • 유성진;최윤호;박진배
    • 대한전기학회논문지:시스템및제어부문D
    • /
    • 제55권12호
    • /
    • pp.518-525
    • /
    • 2006
  • This paper presents the adaptive robust control method for the flight control systems with model uncertainties. The proposed control system can be composed simply by a combination of the adaptive dynamic surface control (DSC) technique and the self recurrent wavelet neural network (SRWNN). The adaptive DSC technique provides us with the ability to overcome the 'explosion of complexity' problem of the backstepping controller. The SRWNNs are used to observe the arbitrary model uncertainties of flight systems, and all their weights are trained on-line. From the Lyapunov stability analysis, their adaptation laws are induced and the uniformly ultimately boundedness of all signals in a closed-loop adaptive system is proved. Finally, simulation results for a high performance aircraft (F-16) are utilized to validate the good tracking performance and robustness of the proposed control system.

현대 패션에 나타난 신체장식 표현의 미적 가치에 관한 연구 (A Study on the Aesthetic Value Featured in the Body Decoration in Contemporary Fashion)

  • 이정혜;김순자
    • 복식문화연구
    • /
    • 제12권5호
    • /
    • pp.721-736
    • /
    • 2004
  • The aim of this study is to clarify aesthetic values and sociocultural meanings that reappears in contemporary fashion. In order to analyze aesthetic values and symbolic meanings of body decoration, I examined the concepts and expression methods of the body decoration. Also, analyzed external characteristics of expression and its internal meanings that applied in modern fashion. The expressions of body decoration represented in contemporary fashion are classified into direct and indirect methods. The direct method is expressed by tattoos, piercing, henna, make-up and body painting. And, indirect method is expressed by see-through look, body-conscious look and accessories that were utilized its patterns and the material adaptation methods. Such expression of body decoration in the modern fashion was represented into grotesque images and erotic images. The characteristics of grotesque images are abnormal state, hateful animal image and distorted or transformed body and the internal meanings are the pursuit of primitive, exoticism, the pursuit of playfulness, and resistance. The characteristics of erotic images are an exposure of body, see through, body-conscious and androgynous look and the internal meanings are the self-intoxication, naturalism and sexual pleasure.

  • PDF

여대생의 건강개념과 건강행위 (College Women강s Health Concept and Health Behavior)

  • 김신정;안은숙
    • 대한간호학회지
    • /
    • 제27권2호
    • /
    • pp.264-274
    • /
    • 1997
  • The purpose of this study was to explore the health concept of college women and their pattern of health behavior, The research was a descriptive method using a self-report questionaire which include open-ended questions. The subjects were 195 college women ages from 19 to 25 years. The results of this study were as follows : 1. Perceived health concepts by college women were physical well-being, powerfulness, ability of role performance, ability of social adaptation. emotional stability, satisfactory life, harmony. 2. Health behaviors cleanliness by college women were : taking food selectively, maintaining cleanliness, making an effort to be healthy, avoiding stimulents. living positively, relaxing physically, endeavoring to maintain physical function.

  • PDF

와동벽에 대한 광중합형 글래스아이오노머 시멘트의 적합도 (THE ADAPTIBILITY OF LIGHT-CURED GLASS-IONOMER CEMENTS TO CAVITY WALLS.)

  • 강미선;허복
    • Restorative Dentistry and Endodontics
    • /
    • 제20권1호
    • /
    • pp.173-182
    • /
    • 1995
  • The purpose of this study was to evaluate the adaptability of light-cured glass ionomer cement to cavity walls. Class V cavities were prepared on the labial surfaces of extracted bovine incisor teeth. The cavities were restored with Fuji II as self-cured glass ionomer cement and Fuji II LC, Vitremer as light-cured glass ionomer cement. Fluorescent markers (fluoreceine and rhodamin B) were incorperated into liquid and primer for a better image of microscopic observation. Restored teeth were sectioned by longitudinal and labiolingual direction. The adaptability at the tooth-restoration interface was assessed incisally, axially and cervically by confocal scanning laser microscope. Following results were obtained : 1. Chemical-cured glass iomomer cement restoration showed close adaptation on the all of the cavity walls, but, cracks formed within the cement. 2. Light-cured glass ionomer cement restoration was well adapted to the cavity walls, but showed crack in the cement adjacent to axial dentinal wall. 3. There' was no significant difference in adaptability between two light-cured glass ionomer cement restorations.

  • PDF