• 제목/요약/키워드: heuristic design

검색결과 494건 처리시간 0.028초

전문가시스템 기법을 이용한 칩 캡슐화 성형설계 시스템

  • 허용정
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1996년도 추계학술대회 논문집
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    • pp.588-592
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    • 1996
  • In this paper, we have constructed an expert system for semiconductor chip encapsulation which combines a knowledge-based system with CAE software. The knowledge-base module includes heuristic and pre-analysis knowledge for evaluation and redesign. Evaluation of the initial design and generation of redesign recommendations can be developed from the rules as applied to a given chip Package. The CAE programs can be used for simulating the filling and packing stage of encapsulation process. The expert system is a new tool which enables package design or process conditions with high yields and high productivity.

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판매물류시스템 설계상 Depots 입지선정의 유연성 분석 (A Flexibility Analysis of Depots Location Considering Physical Distribution Design)

  • 강인선
    • 산업경영시스템학회지
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    • 제24권65호
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    • pp.81-88
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    • 2001
  • In logistics decision making, Key elements in the design of any physical distribution are the location of depots and the distribution of goods from the depots to the customers. Considering open and close the depots, This paper presents a flexible analysis on the combined location-routing problem(LRP) the case for variation capacity of vehicle and customers demands each. The scenario examples are given the use of heuristic(Saving-Drop) in LRP types. The results is useful in apply to the logistics environment changes.

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광전송망에서의 다중링 설계를 위한 최적화 모형 및 휴리스틱 알고리즘 (An Optimization Model and Heuristic Algorithms for Multi-Ring Design in Fiber-Optic Networks)

  • 이인행;이영옥;정순기
    • 한국통신학회논문지
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    • 제25권1B호
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    • pp.15-30
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    • 2000
  • 광전송망은 망의 장애에 미리 대비할 수 있도록 신뢰성과 생존도를 고려하여 설계하여야 한다. 동기식 다중화의 국제표준인 SDH(Synchronous Digital Hierarchy) 방식의 광전송망은 장애 발생시 이를 자동적으로 복구할 수 있도록 생존도를 고려한 여러 가지 망 재구성 기법들을 제공한다. 그 중 SHR(Self-Healing Ring)은 링의 형태로 망을 구성한 시스템으로 뛰어난 생존도와 경제성으로 통신사업자들의 기간통신망 구조로 활발히 채택되고 있다. 이 때, 링들이 설치되는 지역적 범위가 넓어지고 수요가 증가되면, 다수의 링들이 중첩되어 상호연결되는 다중링(Multi-ring) 구조로 발전하게 된다. 본 연구에서는 수요의 분할처리를 허용하는 BSHR(Bidirectional SHR)들이 연접한 다중링 설계 문제를 다룬다. 이 문제는 망구축용량을 최소로하는 관점에서 생존도가 보장되는 부하 최적화 문제가 되며, 혼합정수계획법에 의한 정식화가 가능하다. 그러나, 현실문제에서는 망구축용량의 최소화 뿐만아니라 노드가 수요로 다계위 수요가 주어지며 중계노드에서의 다중화 번들링도 같이 고려되어야 하므로 수리모형으로는 해결할 수 없는 복잡한 문제가 된다. 따라서 이 叩걋\ulcorner고려사항들을 반영한 최적근사해를 실시간내에 구할 수 있는 휴리스틱 알고리즘을 개발하게 되었다. 사례연구에서는 휴리스틱 알고리즘을 적용한 실제 망설계 문제를 설명하였고, 망구성 방법에 따른 차이와 다중화 번들링 여부로 인한 실험 결과를 비교하였다.

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간편송금 서비스 간소화에 따른 사용자의 불안감 해소방안 연구 (A Study on Ways to Relieve User's Anxiety Caused by Simplification of Easy Money Transfer Service)

  • 김소영;김승인
    • 디지털융복합연구
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    • 제20권1호
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    • pp.293-299
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    • 2022
  • 본 연구는 간편송금 서비스의 간소화에 따른 사용자의 불안감 해소방안에 관한 연구이다. 기술의 발전으로 금융 서비스는 점차 간소화되고 있지만, 오히려 사용자의 불안감은 증가하는 캐즘(chasm)이 발생한다. 연구 방법은 1차로 사용자의 기술 수용에 영향을 미치는 요인을 제시한 통합기술수용모형(UTAUT)의 요인을 기반으로 설문을 통해 서비스에 관한 인식과 기술 수용 의지를 알아보았다. 2차로 휴리스틱 방법론을 통해 도출한 송금 상황의 실시간 추적기능(tracking)을 제시한 후, 신뢰도와 이용 지속 의도에 관하여 심층 인터뷰하였다. 실험 결과 명확한 피드백의 제공은 서비스에 대한 사용자의 불안감 해소에 긍정적 영향을 주는 것으로 나타났다. 기술 수용의 캐즘과 관련해 디자인의 관점으로 접근한 연구가 활발히 이루어지길 기대한다.

A Knowledge-based Design System for Injection Molding

  • Huh, Yong-Jeong
    • 마이크로전자및패키징학회지
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    • 제8권3호
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    • pp.11-17
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    • 2001
  • The design and manufacture of injection molded polymeric parts with desired properties is a costly process dominated by empiricism, including the repeated modification of actual tooling. This paper presents an expert design evaluation system which can predict the mechanical performance of a molded product and diagnose the design before the actual mold is machined. The knowledge-based system synergistically combines a rule-based expert system with CAE programs. Heuristic knowledge of injection molding is formalized as rules of an expert consultation system. The expert system interprets the analytical results of the process simulation, predicts the performance, evaluates the design and generates recommendations for optimal design alternatives.

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Harmony search algorithm for optimum design of steel frame structures: A comparative study with other optimization methods

  • Degertekin, S.O.
    • Structural Engineering and Mechanics
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    • 제29권4호
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    • pp.391-410
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    • 2008
  • In this article, a harmony search algorithm is presented for optimum design of steel frame structures. Harmony search is a meta-heuristic search method which has been developed recently. It is based on the analogy between the performance process of natural music and searching for solutions of optimization problems. The design algorithms obtain minimum weight frames by selecting suitable sections from a standard set of steel sections such as American Institute of Steel Construction (AISC) wide-flange (W) shapes. Stress constraints of AISC Load and Resistance Factor Design (LRFD) and AISC Allowable Stress Design (ASD) specifications, maximum (lateral displacement) and interstorey drift constraints, and also size constraint for columns were imposed on frames. The results of harmony search algorithm were compared to those of the other optimization algorithms such as genetic algorithm, optimality criterion and simulated annealing for two planar and two space frame structures taken from the literature. The comparisons showed that the harmony search algorithm yielded lighter designs for the design examples presented.

Optimum design of geometrically non-linear steel frames using artificial bee colony algorithm

  • Degertekin, S.O.
    • Steel and Composite Structures
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    • 제12권6호
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    • pp.505-522
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    • 2012
  • An artificial bee colony (ABC) algorithm is developed for the optimum design of geometrically non-linear steel frames. The ABC is a new swarm intelligence method which simulates the intelligent foraging behaviour of honeybee swarm for solving the optimization problems. Minimum weight design of steel frames is aimed under the strength, displacement and size constraints. The geometric non-linearity of the frame members is taken into account in the optimum design algorithm. The performance of the ABC algorithm is tested on three steel frames taken from literature. The results obtained from the design examples demonstrate that the ABC algorithm could find better designs than other meta-heuristic optimization algorithms in shorter time.

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.

Emotional Robotics based on iT_Media

  • Yoon, Joong-Sun;Yoh, Myeung-Sook;Cho, Bong-Kug
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.804-809
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    • 2004
  • Intelligence is thought to be related to interaction rather than a deep but passive thinking. Interactive tangible media "iT_Media" is proposed to explore these issues. Personal robotics is a major area to investigate these ideas. A new design methodology for personal and emotional robotics is proposed. Sciences of the artificial and intelligence have been investigated. A short history of artificial intelligence is presented in terms of logic, heuristic, and mobility; a science of intelligence is presented in terms of imitation and understanding; intelligence issues for robotics and intelligence measures are described. A design methodology for personal robots based on science of emotion is investigated. We investigate three different aspects of design: visceral, behavioral, reflective. We also discuss affect and emotion in robots, robots that sense emotion, robots that induce emotion in people, and implications and ethical issues of emotional robots. Personal robotics for the elderly seems to be a major area in which to explore these ideas.

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유전자 알고리즘을 이용한 2차원 강구조물의 최적설계 (Optimum Design of Two-Dimensional Steel Structures Using Genetic Algorithms)

  • 김봉익;권중현
    • 한국해양공학회지
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    • 제21권2호
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    • pp.75-80
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    • 2007
  • The design variables for structural systems, in most practical designs, are chosen from a list of discrete values, which are commercially available sizing. This paper presents the application of Genetic Algorithms for determining the optimum design for two-dimensional structures with discrete and pseudocontinuous design variables. Genetic Algorithms are heuristic search algorithms and are effective tools for finding global solutions for discrete optimization. In this paper, Genetic Algorithms are used as the method of Elitism and penalty parameters, in order to improve fitness in the reproduction process. Examples in this paper include: 10 bar planar truss and 1 bay 8-story frame. Truss with discrete and pseudoucontinuous design variables and steel frame with W-sections are used for the design of discrete optimization.