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Hybrid Genetic Algorithms with Conditional Local Search

  • Yun, Young-Su;Seo, Seung-Lock;Kim, Jong-Hwan;Chiung Moon
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.09a
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    • pp.183-186
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    • 2003
  • Hybrid genetic algorithms (HGAs) have been studied as various ways. These HGAs usually use both the global search property of genetic algorithm (GA) and the local search one of local search techniques. One of the general types, when constructing HGAs, is to incorporate a local search technique into GA loop, and then the local search technique is repeated as many iteration number as the loop. This paper proposes a new HGA with a conditional local search technique (c-HGA) that does not be repeated as many iteration number as GA loop. For effectiveness of the proposed c-HGA, a conventional HGA and GA are also suggested, and then these algorithms are compared with each other in numerical examples,

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Hybrid Genetic and Local Search (HGLS) Algorithm for Channel Assignment in FDMA Wireless Communication Network (FDMA 무선통신 네트워크에서 채널할당을 위한 HGLS 알고리듬)

  • Kim, Sung-Soo;Min, Seung-Ki
    • IE interfaces
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    • v.18 no.4
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    • pp.504-511
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    • 2005
  • The NP-hard channel assignment problem becomes more and more important to use channels as efficiently as possible because there is a rapidly growing demand and the number of usable channel is very limited. The hybrid genetic and local search (HGLS) method in this paper is a hybrid method of genetic algorithm with no interference channel assignment (NICA) in clustering stage for diversified search and local search in tuning stage when the step of search is near convergence for minimizing blocking calls. The new representation of solution is also proposed for effective search and computation for channel assignment.

Modified Cross Search Algorithm for Fast Block Matching Motion Estimation (고속 블록 정합 움직임 추정을 위한 개선된 교차 탐색 알고리즘)

  • Ko, Byung-Kwan;Kwak, Tong-Ill;Hwang, Bo-Hyun;Yun, Jong-Ho;Choi, Myung-Ryul
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.811-812
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    • 2008
  • In this paper, a modified cross search algorithm for fast block matching motion estimation is proposed. Various Motion Estimation (ME) algorithms have been proposed since ME requires large computational complexity. The proposed algorithm employs Modified Cross Search Pattern (MCSP) to search the motion vector. Efficient compression can be achieved since Modified Cross Search Algorithm (MCSA) simplifies the search pattern to reduce the computational complexity. The experimental results show that proposed algorithm reduces the search points up to 29% compared to conventional methods.

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Likelihood search method with variable division search

  • Koga, Masaru;Hirasawa, Kotaro;Murata, Junichi;Ohbayashi, Masanao
    • 제어로봇시스템학회:학술대회논문집
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    • 1995.10a
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    • pp.14-17
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    • 1995
  • Various methods and techniques have been proposed for solving optimization problems; the methods have been applied to various practical problems. However the methods have demerits. The demerits which should be covered are, for example, falling into local minima, or, a slow convergence speed to optimal points. In this paper, Likelihood Search Method (L.S.M.) is proposed for searching for a global optimum systematically and effectively in a single framework, which is not a combination of different methods. The L.S.M. is a sort of a random search method (R.S.M.) and thus can get out of local minima. However exploitation of gradient information makes the L.S.M. superior in convergence speed to the commonly used R.S.M..

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IP Prefix Update of Routing Protocol in the Multi-way Search Tree (멀티웨이 트리에서의 IP Prefix 업데이트 방안)

  • 이상연;이강복;이형섭
    • Proceedings of the IEEK Conference
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    • 2001.06a
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    • pp.269-272
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    • 2001
  • Since Multi-way Search Tree reduces the number of the memory access by increasing the branch factor, it is considered a method to archive the high-speed IP address lookup. Using the combination of initial 16 bit may and Multi-way Search Tree, it also reduces the search time of If address lookup. Multi-way Search Tree consists of K keys and K+1 key pointers. This paper shows how the E update of Multi-way Search Tree which consists of the one pointer within a node can be performed. Using the one pointer within a node, it increases the number of keys within a node and reduces the search time of IP lookup. We also describes IP updating methods such as modification, Insertion and Deletion of address entries. Our update scheme performs better than the method which rebuilds the entire IP routing table when IP update processes.

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Content-search in Distributed Environment Using Standard Product Model (STEP) (분산환경에서 표준제품모델(STEP)을 이용한 내용검색)

  • 손정모;유상봉;김영호;이수홍
    • Korean Journal of Computational Design and Engineering
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    • v.4 no.4
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    • pp.285-294
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    • 1999
  • This paper presents a content-search system built on distributed environments using the open product model of STEP, The content-search system searches design data for given product descriptions such as part name and features. Distribute object interfaces has been defined by IDL and distributed product data are searched through CORBA protocols. Web interfaces are also provided for interactive user interfaces. Given a user request, a mediator interacts with distributed search servers and sends collected results back to the user. The mediator has such metadata as location, program name, and other information about product data stored on distributed system. The search servers use SDAI interfaces to search STEP files or databases. The content-search system promotes the reuse of previous design within a company and the outsourcing of part designs.

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Intelligent Search System for Comparative Searches (비교 검색을 위한 지능형 검색 시스템)

  • Yangjin Seo;Sangyong Han
    • Proceedings of the CALSEC Conference
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    • 2001.08a
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    • pp.625-629
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    • 2001
  • A cyber shopping mall is a place where consumers acquire product information, and make purchase decisions in the cyber space. Even though it offers many advantages over traditional malls, there are still several limitations to do shopping in an existing cyber mall. One of these limitations is the absence of an efficient shopping aid to compare multiple items from multiple malls. Existing search systems usually support a keyword search with limited conditions. Consumers spend lots of their time to compare multiple alternatives from search results. In this paper, we propose an intelligent product search system. There are two main features in our system. The first one is a full support of comparison shopping with multiple perspectives based on commercial search engines. The second one is an enhancement to the shopping aid based on a new concept of Shopping AssistanT. Our system is implemented in Visual Basic and PERL, and experimental results show a satisfactory performance.

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Character based Hangeul search using Location-specific Character Frequency

  • Lee, Jung-Hwa;Lee, Jong-Min;Kim, Seong-Woo
    • Journal of information and communication convergence engineering
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    • v.7 no.3
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    • pp.345-350
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    • 2009
  • Hangul search functionality, including dictionary search is used in many Hangeul applications. Existing research of hangeul search method is the study of using hangeul syllable as a basic unit. However when you consider the characteristics of Hangul, the research of using hangeul character as a basic unit is needed. In this paper we propose the character based hangeul search method using the location-specific frequency information and verify the effectiveness of the proposed method through the experiments.

Sturdy on the Optimal Search Algorithm for the Automatic Alignment of Fiber Optic Components (광부품 정렬 자동화를 위한 최적 탐색 알고리즘 연구)

  • 지상우;임경화;강희석;조영준
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2002.10a
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    • pp.451-454
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    • 2002
  • The fiber optic communication technology is considered as a key solution for the future communication. However the assembly of the fiber optic components highly depends on manual or semi-automated alignment process. And the light search algorithm is recognized an important factor to reduce the manufacturing process time. Therefore this paper investigates optimal search algorithm for the automatic alignment of fiber optic components. The experiments show the effectiveness of Hill Climbing Search, Adaptive Hill Climbing Search and Steepest Search algorithms, in a view of process time.

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A Scheme of Adaptive Search Point Placement using DCT

  • Park, Young-Min;Chang, Chu-Seok;Lee, Changsoo
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2001.05a
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    • pp.318-324
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    • 2001
  • In this paper we propose the adaptive scheme to place more search points as long as the operation tapability of the motion estimator in the video codec permits. And the proposed algorithm takes advantage of the intuitive fact that the quality of the decoded video is more degraded as the spatial frequency of the corresponding block is increased due to the augmentation of local minima per unit area. Thererore, we propose the scheme to enhance the quality by locating relatively more search points in the block with high frequency components by analyzing the spatial frequencies of the video sequence. As a result, the proposed scheme can adaptively place more search points possibly permitted by the motion estimator and guarantees better quality compared to the TSS and FS.

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