• 제목/요약/키워드: Problem-solving approach

검색결과 856건 처리시간 0.023초

예산 제약과 예약 정책이 있는 복수 제품 신문 배달 소년 문제 해결을 위한 효율적 방법론 (An Efficient Method for Solving a Multi-Item Newsboy Problem with a Budget-Constraint and a Reservation Policy)

  • 이창용
    • 산업경영시스템학회지
    • /
    • 제37권1호
    • /
    • pp.50-59
    • /
    • 2014
  • In this paper, we develop an efficient approach to solve a multiple-item budget-constraint newsboy problem with a reservation policy. A conventional approach for solving such problem utilizes an approximation for the evaluation of an inverse of a Gaussian cumulative density function when the argument of the function is small, and a heuristic method for finding an optimal Lagrangian multiplier. In contrast to the conventional approach, this paper proposes more accurate method of evaluating the function by using the normalization and an effective numerical integration method. We also propose an efficient way to find an optimal Lagrangian multiplier by proving that the equation for the budget-constraint is in fact a monotonically increasing function in the Lagrangian multiplier. Numerical examples are tested to show the performance of the proposed approach with emphases on the behaviors of the inverse of a Gaussian cumulative density function and the Lagrangian multiplier. By using sensitivity analysis of different budget constraints, we show that the reservation policy indeed provides greater expected profit than the classical model of not having the reservation policy.

영화 '마빈스룸' 가족간호중재 -시나리오 접근법- (The Scenario Approach Method for Family Nursing Intervention Based on the Movie 'Mabin's Room')

  • 박경민;김정남
    • 지역사회간호학회지
    • /
    • 제12권3호
    • /
    • pp.627-638
    • /
    • 2001
  • Caring is an essential element of nursing. In a family with a patient. a critical situation may happen not only for the patient but also for the members of the family. Therefore, a caring service from the healthcare providers can also be requested for the family members. The movie 'Mabin's Room' deals with family problems. In this study, the assessment, problem, diagnosis and planning for the family nursing situation for family problems were made focusing on the role of characters in the movie 'Mabin's Room'. Regarding family nursing intervention, the framework of the story 'Mabin's Room' was reorganized to solve the problems based on the role of community health nurse. In this scenario approach method, the situation in the movie is used without change but the scenario related to the roles (or communication) of community health nurse for solving the family problems is added. It is a problem solving oriented method by reorganizing the scenario in a movie story situation. The reorganized scenario in this study is just an example of scenario approach method. Community Health Nurses can cultivate their creativity by solving various problems in the community by adopting or modifying this simple scenario in practice.

  • PDF

Addressing the New User Problem of Recommender Systems Based on Word Embedding Learning and Skip-gram Modelling

  • Shin, Su-Mi;Kim, Kyung-Chang
    • 한국컴퓨터정보학회논문지
    • /
    • 제21권7호
    • /
    • pp.9-16
    • /
    • 2016
  • Collaborative filtering(CF) uses the purchase or item rating history of other users, but does not need additional properties or attributes of users and items. Hence CF is known th be the most successful recommendation technology. But conventional CF approach has some significant weakness, such as the new user problem. In this paper, we propose a approach using word embedding with skip-gram for learning distributed item representations. In particular, we show that this approach can be used to capture precise item for solving the "new user problem." The proposed approach has been tested on the Movielens databases. We compare the performance of the user based CF, item based CF and our approach by observing the change of recommendation results according to the different number of item rating information. The experimental results shows the improvement in our approach in measuring the precision applied to new user problem situations.

농촌마을 내 사회자본이 주민주도 문제해결에 미치는 영향 : 업무담당자들의 시각을 중심으로 (Effects of Social Capital on the Problem-solving Ability of Rural Communities in the Context of Developers)

  • 김정태
    • 한국지역사회생활과학회지
    • /
    • 제25권1호
    • /
    • pp.51-64
    • /
    • 2014
  • With a shift in the rural development process toward a bottom-up approach, the need to enhance the endogenous capacity of communities has become the core of rural development. In this regard, scholars have paid close attention to social capital to identify ways to facilitate endogenous rural development but focused mainly on relationships between social capital and local environment. That is, few studies have investigated the relationships between social capital and its various dimensions in the context of rural development initiatives. This study examines the effects of social capital on the problem-solving ability of community residents'rural development initiatives and assesses the types of social capital associated with such initiatives to propose optimal path for improving this ability. To distinguish between major dimensions of social capital, a questionnaire was developed by considering various stages of the rural development process. The survey considered a sample of 59 employees from public rural development institutions. According to the results, four paths were significant at the 5% level. Among these four paths, three set common goals. The effective channel was the path [common goals${\Rightarrow}$network${\Rightarrow}$cooperation${\Rightarrow}$problem-solving ability]. The key factor in improving problem-solving skills, the endogenous ability of community residents to facilitate rural development initiatives. The results suggest that governments should strengthen education and training programs to help residents set their common goals.

고관절 인공관절 치환술 환자의 보행능력 증진을 위한 문제해결 접근: ICF Tool을 적용한 단일사례연구 (The Problem-Solving Approach for Improving Walking Ability in Patient with Total Hip Replacement: Applied ICF Tool for Case Study)

  • 송현승;김선엽
    • 대한정형도수물리치료학회지
    • /
    • 제21권2호
    • /
    • pp.63-71
    • /
    • 2015
  • Background: The purpose of the study, using the ICF Tool in the process of rehabilitation of artificial joint replacement surgery of the hip joint, goal setting and understanding of the problem, through the process of creating intervention strategies, useful clinical practical course for rehabilitation I try to present the data. Methods: Fracture was the left total hip replacement (THR) surgery due to women of 76 years old. I proceed in order screening, evaluation, diagnosis, prognosis, treatment planning and intervention, re-screening. Needs of the patient was walking short distances for using the toilet. In order to improve was carried out arbitration, after you have created a list of issues that limit the ability to walk short distances. Results: It was revealed improved results in self-paced walk test (SPWT) and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) was used to examine whether the goals. In addition, MMT VAS, DGI, and TUG is a detailed goal was improved. Conclusions: It can be shown objectively the results of interventions performed for the purpose of solving the problem which is grasped through clinical Practical course for short-range walking ability enhance patient THR. I considered practical clinical course using the ICF Tool would be useful.

  • PDF

An Extended AND-OR Graph-based Simulation and Electronic Commerce

  • Lee, Kun-Chang;Cho, Hyung-Rae
    • 한국시뮬레이션학회:학술대회논문집
    • /
    • 한국시뮬레이션학회 1999년도 춘계학술대회 논문집
    • /
    • pp.242-250
    • /
    • 1999
  • The objective of this paper is to propose an Extended AND-OR Graph (EAOG)-driven inferential simulation mechanism with which decision makers engaged in electronic commerce (EC) can effectively deal with complicated decision making problem. In the field of traditional expect systems research, AND-OR Graph approach cannot be effectively used in the EC problems in which real-time problem-solving property should be highly required. In this sense, we propose the EAOG inference mechanism for EC problem-solving in which heurisric knowledge necessary for intelligent EC problem-solving can be represented in a form of matrix. The EAOG method possesses the following three characteristics. 1. Realtime inference: The EAOG inference mechanism is suitable for the real-time inference because its computational mechanism is based on matrix computation.2. Matrix operation: All the subjective knowledge is delineated in a matrix form, so that inference process can proceed based on the matrix operation which is computationally efficient.3. Bi-directional inference: Traditional inference method of expert systems is based on either forward chaining or based on either and computational efficiency. However, the proposed EAOG inference mechanism is generically bi-directional without loss of both speed and efficiency.We have proved the validity of our approach with several propositions and an illustrative EC example.

  • PDF

산학연계 트리즈(TRIZ) 단기 프로그램의 교육적 효과 분석 (An educational effect analysis of a short-term TRIZ program in industry-university cooperation)

  • 한지영;김성희
    • 공학교육연구
    • /
    • 제19권2호
    • /
    • pp.26-33
    • /
    • 2016
  • A camp program where the theory of inventive problem solving TRIZ is applied to real problems of the industry was developed and taught at a five-day seminar apart from the standard curriculum at a university D in Gyeonggido. This study focuses on the educational effect that the TRIZ method has on the engineering students when their creative problem solving skills are required to solve industry problems on their own with the knowledge from their courses. For five days, the students were educated about TRIZ and assigned a real industry problem "Removal of friction caused by bubble formation in water heating pipelines". By applying TRIZ to the problem, the students developed an "Air removing Air Arrester" which received the evaluation, "with understanding the system architecture and the task objective causes and formation of the problem could be handled which directly helps the company's R&D". In this case, TRIZ offers the students a guideline and knowledge on how to approach problems and as a result the students provided a practical solution. During the process, the TRIZ method instilled confidence in the students and proved to be a motivation. It becomes obvious that this short-term program has a positive effect on students' way of thinking creatively and increasing their problem-solving abilities.

A METHOD USING PARAMETRIC APPROACH WITH QUASINEWTON METHOD FOR CONSTRAINED OPTIMIZATION

  • Ryang, Yong-Joon;Kim, Won-Serk
    • 대한수학회보
    • /
    • 제26권2호
    • /
    • pp.127-134
    • /
    • 1989
  • This paper proposes a deformation method for solving practical nonlinear programming problems. Utilizing the nonlinear parametric programming technique with Quasi-Newton method [6,7], the method solves the problem by imbedding it into a suitable one-parameter family of problems. The approach discussed in this paper was originally developed with the aim of solving a system of structural optimization problems with frequently appears in various kind of engineering design. It is assumed that we have to solve more than one structural problem of the same type. It an optimal solution of one of these problems is available, then the optimal solutions of thel other problems can be easily obtained by using this known problem and its optimal solution as the initial problem of our parametric method. The method of nonlinear programming does not generally converge to the optimal solution from an arbitrary starting point if the initial estimate is not sufficiently close to the solution. On the other hand, the deformation method described in this paper is advantageous in that it is likely to obtain the optimal solution every if the initial point is not necessarily in a small neighborhood of the solution. the Jacobian matrix of the iteration formula has the special structural features [2, 3]. Sectioon 2 describes nonlinear parametric programming problem imbeded into a one-parameter family of problems. In Section 3 the iteration formulas for one-parameter are developed. Section 4 discusses parametric approach for Quasi-Newton method and gives algorithm for finding the optimal solution.

  • PDF

STWS를 이용한 최적제어의 대수적 접근에 관한 연구 (An Algebraic Approach to Optimal Control using STWS)

  • 오현철;김윤상;안두수
    • 제어로봇시스템학회논문지
    • /
    • 제4권5호
    • /
    • pp.561-566
    • /
    • 1998
  • This paper presents an algebraic approach to optimal control for time invariant continuous system using STWS(single term Walsh series). In optimal control, it is well known that the design problem with quadratic performance criteria often involves the determination of time-varying feedback gain matrix by solving the matrix nonlinear Riccati equation and of command signal by solving the integral equation, which makes design procedure quite difficult. Therefore, in order to resolve this problem, this paper is introduced to STWS. In this paper, the time-varying feedback gains and command signals are determined by piecewise constant gains which can be easily obtained from algebraic equation using STWS.

  • PDF