• Proceedings of the Korean Information Science Society Conference
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• 2004.04a
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• pp.865-867
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• 2004

VOD, HDTV, 라이브 스트리밍 등의 서비스가 늘어나면서 FTTH(Fiber To The Home)의 고비용과 설비문제를 해결하기 위한 대안으로 PON(Passive Optical Network)이 부상하고 있다. 가입자망의 구조가 다양하게 진화하고 광 이더넷 기술이 발전하면서 가입자에게 최적의 대역폭을 할당하기 위해 서비스별 대역폭 할당방식이 요구된다. 따라서, 본 논문에서는 사용자의 대역폭 요구에 따라 OLT(Optical Line Termination)가 각 ONU(Optical Network Unit)에게 서로 다른 방식으로 대역폭을 파장별로 적절하게 할당하는 파장 다중 분할 Ethernet PON모델에서 스트리밍 서비스를 위한 모델을 제시하고 구현한다. 또한, 이더넷 지연에 대한 분석을 통해 모델의 효율성을 제시한다.

• Proceedings of the Korean Institute of Intelligent Systems Conference
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• 2000.05a
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• pp.122-125
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• 2000

The paper describes the adaptation of evolutionary fuzzy model ins (EFM) in developing global function approximation tools for use in genetic algorithm based optimization of nonlinear structural systems. EFM is an optimization process to determine the fuzzy membership parameters for constructing global approximation model in a case where the training data are not sufficiently provided or uncertain information is included in design process. The paper presents the performance of EFM in terms of numbers of fuzzy rules and training data, and then explores the EFM based sizing of automotive component for passenger protection.

• 주택과사람들
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• s.189
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• pp.12-13
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• 2006

"아파트라고 똑같이 살란 법 없잖아요? 주택처럼 맞춤설계 하세요."(탤런트 이나영. 벽산 건설 블루밍). 아파트 단지 내 골프 연습장에서 골프채를 휘두르는입주민(영화배우 이영애. GS건설 자이). 아파트가 한층 가파르게 진화하고 있다. 밋밋하고 획일화된 주거공간의 대명사였던 아파트가 달라진 소비자들의 눈높이에 맞춰 '환골탈태'를 거듭하고 있는 것이다. 최근 등장하는 아파트 TV 광고를 눈여겨보면 주택 시장의 트렌드가 어떻게 바뀌고 있는지 한눈에 엿볼 수 있다. 건설업체들의 품질 경쟁도 어느 때보다 치열하다. 그렇다면 아파트 품질은 과연 어떻게 변모하고 있을까. 최근까지 주택 시장의 주요 트렌드는 친환경 공간이 중시된 '웰빙 아파트'나 첨단 편의시설을 갖춘 '유비쿼터스 아파트'가 주도했다고 볼 수 있다. 이어 올해 주택 시장의 키워드로 손꼽히는 3대 트렌드는 '커뮤니티 아파트' '기둥식 평면 구조' '발코니 확장형 아파트'로 요약할 수 있다.

• Proceedings of the KIEE Conference
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• 2000.07d
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• pp.2696-2698
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• 2000

본 연구에서는 실수형 염색체들로 구성된 개체에 대해 감수분열을 적용하여 개체를 만들고, 이 생식체들의 랜덤한 선택과 교배에 의해 세대가 진화함에 따라 탐색을 수행하는 감수분열 유전알고리즘을 이용하여 퍼지모델의 최적 구조와 파라미터를 탐색하고 Gradient Descent 알고리즘으로 파라미터를 정밀 조정하는 방안을 제안한다. 제안된 방안을 적용하여 Box-Jenkins의 가스로 데이터에 대한 퍼지모델을 구성하고 그 적용 가능성을 보인다.

• Proceedings of the Korean Institute of Intelligent Systems Conference
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• 2002.12a
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• pp.379-382
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• 2002

GA(Genetic Algorithm)는 자연계 진화를 모방한 계산 알고리즘으로서 단순하고 응용이 쉽기 때문에 여러 분야에 사용되고 있다. 하지만 GA의 단점은 일반적인 소프트웨어로 동작시켰을 때는 실행속도가 느리다는 것이다. 특히 chromosome이 길 경우 연속적인 교차, 돌연변이를 수행해야한다. GA Processor(GAP)는 GA를 수행하기위한 전용 Processor로서 GA의 동작을 빨리 수행할 수 있게 한다. 본 논문에서는 pipeline 구조의 GAP를 설계하여 GA를 수행함에 있어 소프트웨어와 하드웨어의 성능을 비교한다.

• Journal of KIISE:Databases
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• v.31 no.5
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• pp.445-456
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• 2004

The database schema is assumed to be stable enough to remain valid even as the modeled environment changes. However, in practice. data models are not nearly as stable as commonly assumed by the database designers. Even though a rich set of schema change operations is provided in current database systems, the users suffer from the problem that schema change usually impacts existing application programs that have been written against the schema. In this paper, we are exploring the possible solutions to overcome this problem of impacts on the application programs. We believe that for continued support of the existing programs on the old schema, the old schema should continue to allow updates and queries, as before. Furthermore, its associated data has to be kept up-to-date. We call this the program independency property of schema change tools. For this property. we devise so-called program independency schema evolution (PISE) methodology. For each of the set of schema change operations in the relational schemas, the sketch of the additional algorithms due to the PISE compliance is presented in order to prove the comprehensiveness and soundness of our PISE methodology.

• Proceedings of the Korea Contents Association Conference
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• 2009.05a
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• pp.715-719
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• 2009

Incorrect deployment of RFID readers occurs reader-to-reader interferences in many applications using RFID technologies. Reader-to-reader interference occurs when a reader transmits a signal that interferes with the operation of another reader, thus preventing the second reader from communicating with tags in its interrogation zone. Interference detected by one reader and caused by another reader is referred to as a reader collision. In RFID systems, the reader collision problem is considered to be the bottleneck for the system throughput and reading efficiency. In this paper, we propose a novel RFID reader anti-collision algorithm based on evolutionary algorithm(EA). First, we analyze characteristics of RFID antennas and build database. Also, we propose EA encoding algorithm, fitness algorithm and genetic operators to deploy antennas efficiently. To show superiority of our proposed algorithm, we simulated our proposed algorithm. In the result, our proposed algorithm obtains 95.45% coverage rate and 10.29% interference rate after about 100 generations.

• Journal of the Korean Institute of Intelligent Systems
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• v.21 no.1
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• pp.12-18
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• 2011

In this paper, we proposed Interval Type-2 polynomial Radial Basis Function Neural Networks. In the receptive filed of hidden layer, Interval Type-2 fuzzy set is used. The characteristic of Interval Type-2 fuzzy set has Footprint Of Uncertainly(FOU), which denotes a certain level of robustness in the presence of un-known information when compared with the type-1 fuzzy set. In order to improve the performance of proposed model, we used the linear polynomial function as connection weight of network. The parameters such as center values of receptive field, constant deviation, and connection weight between hidden layer and output layer are optimized by Conjugate Gradient Method(CGM) and Space Search Evolutionary Algorithm(SSEA). The proposed model is applied to gas furnace dataset and its result are compared with those reported in the previous studies.

• Journal of the Korea Society of Computer and Information
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• v.26 no.9
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• pp.27-35
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• 2021

Artificial life is used in various fields of applied science by evaluating natural life-related systems, their processes, and evolution. Research has been actively conducted to evolve physical body design and behavioral control strategies for the dynamic activities of these artificial life forms. However, since co-evolution of shapes and neural networks is difficult, artificial life with optimized movements has only one movement in one form and most do not consider the environmental conditions around it. In this paper, artificial life that co-evolve bodies and neural networks using predator-prey models have environmental adaptive movements. The predator-prey hierarchy is then extended to the top-level predator, medium predator, prey three stages to determine the stability of the simulation according to initial population density and correlate between body evolution and population dynamics.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2012.05a
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• pp.303-306
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• 2012

According to the rapid development of cell phone and camera industry, all of electronic products obtain small-size, high-performance and variety. Therefore, PCB also obtains high-integration, multi-layers and high-specification rapidly. Among the digital cameras which are continuously evolved and developed, the market of mirror-less camera and hybrid digital camera is continuously increased because of the customer's request for small-size and weight lightening, except for DSLR camera. Therefore, the difficulty of PCB design is gradually increased and design L/T is longer according to the high-specifications, low-current and high-performance components. This thesis suggests the method to reduce L/T for PCB design applied to the reduction of digital camera's developing period and manufacturing period.