• Title/Summary/Keyword: Searching ability

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Maintenance Scheduling using a Genetic Algorithm with New Crossover Operators (유전알고리즘을 이용한 발전계통의 보수계획 수립)

  • Jung, Jung-Won;Kim, Jung-Ik
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.5
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    • pp.545-552
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    • 1999
  • The Maintenance scheduling is one of the mid-term scheduling problems systems. There have been many methods for this problem, but there is no effective way to treat all the generators simultaneously. In this paper, we apply a genetic algorithm(GA) to the maintenance scheduling problem. We proposed new crossover operators(BOX type crossover) to improve searching ability of GA. Satisfactory results are obtained by GA with the proposed corssover operators.

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Maintenance Scheduling using A Genetic Algorithms with a new crossover operator (유전알고리즘을 이용한 보수계획수립에 관한 연구)

  • Jung, Jung-Won;Kim, Jung-Ik
    • Proceedings of the KIEE Conference
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    • 1998.11a
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    • pp.332-334
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    • 1998
  • Maintenance scheduling is one of mid-term scheduling problems of power systems. There have been many methods for this problem, but there is no effective way to treat all the generators simultaneously except evolutionary algorithms. In this paper, we apply GA to the maintenance scheduling problem. And we proposed new crossover operator(BOX type crossover) to improve searching ability of GA. Satisfactory results are obtained by GA with proposed crossover operator.

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Evaluation of Field working Improvement for an Indoor Fire-fighting Robot (실내화재진압로봇의 현장운용성 향상을 위한 실용성 평가)

  • Kwark, Ji-Hyun;Lee, Woo-Jun;Kim, Jong-Kwon
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2008.11a
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    • pp.126-131
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    • 2008
  • Fire-fighters have been struggling against heat and dense smoke caused by fire when it occurs especially at the basement or the inner place of a building. An indoor fire-fighting robot with well heat-resistance, great searching cameras and good extinguishing ability has been recently developed. It never suffocate, coming into the fire district and extinguishes fire directly. In this study, several experiment was conducted to promote field working ability of the fire-fighting robot. As a result, heat resistance, water discharge and field working appeared satisfactory.

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Real Coded Biogeography-Based Optimization for Environmental Constrained Dynamic Optimal Power Flow

  • Kumar, A. Ramesh;Premalatha, L.
    • Journal of Electrical Engineering and Technology
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    • v.10 no.1
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    • pp.56-63
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    • 2015
  • The optimization is an important role in wide geographical distribution of electrical power market, finding the optimum solution for the operation and design of power systems has become a necessity with the increasing cost of raw materials, depleting energy resources and the ever growing demand for electrical energy. In this paper, the real coded biogeography based optimization is proposed to minimize the operating cost with optimal setting of equality and inequality constraints of thermal power system. The proposed technique aims to improve the real coded searing ability, unravel the prematurity of solution and enhance the population assortment of the biogeography based optimization algorithm by using adaptive Gaussian mutation. This algorithm is demonstrated on the standard IEEE-30 bus system and the comparative results are made with existing population based methods.

Field working and Fire extinguishing performance of an Indoor Fire-fighting Robot (실내화재진압로봇의 현장운용 및 소화성능평가)

  • Kwark, Ji-Hyun;Kim, Jong-Kwon
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2008.04a
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    • pp.163-167
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    • 2008
  • Fire-fighters are struggling against heat and dense smoke by fire when it occurs at the basement or the inner place of a building. An indoor fire-fighting robot with well heat-resistance, great searching cameras and good extinguishing ability has been developed. It never suffocate, coming into the fire district and extinguishes fire directly. In this study, several experiment was conducted to evaluate field working ability of the fire-fighting robot. As a result, a series of passing obstacles, finding fire place and fire suppression by the remote controlling with image information appeared satisfactory.

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A Study on the Utilization of 2D Image Based on 360 VR (360 VR 기반 2D 이미지 활용 방안 연구)

  • Im, So-Yeon;Lee, Junyeong;Park, Cheol-woo;Lee, Young-woo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.481-483
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    • 2022
  • This study was based on 360-degree VR images, the next-generation media representative. Among the elderly living in nursing homes with low cognitive ability, we would like to study ways to effectively search maps using 2D images when searching maps directly through user scenarios.

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An Analysis on the Factors of Information Literacy Ability for Young Children (유아의 정보능력에 영향을 미치는 요인탐색)

  • Kwon, Jung-Sim;Kang, Sang;Shin, Ji-Hae
    • Korean Journal of Childcare and Education
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    • v.6 no.2
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    • pp.1-15
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    • 2010
  • The purpose of this study is to investigate the difference between using computers for an Information Literacy Abilities of Young Children(ILAYC) and development of the ILAYC, with regard to following factors: computer use at home, learning in educational facilities for early childhood, and parents' recognition toward computer-assisted education. The data were obtained from random sampling of 4-year old children in educational facilities for early childhood located in J city. The research was conducted in order to measure ILAYC, using the questionnaire for teachers from September 3 to 27, 2009. The t-test to investigate computer utilization ability and information literacy ability for young children revealed that the ILAYC was not significantly influenced by their computer use at home, while the ILAYC varied with learning in educational facilities and parents' recognition toward computer-assisted education. These are resulted from parents' different recognition toward computer-assisted education when they select an educational facility for early childhood.

A Design of the Recurrent NN Controller for Autonomous Mobil Robot by Coadaptation of Evolution and Learning (진화와 학습의 상호 적응에 의한 자발적 주행 로봇을 위한 재귀 신경망 제어기 설계)

  • Kim, Dae-Jin;Gang, Dae-Seong
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.37 no.3
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    • pp.27-38
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    • 2000
  • This paper proposes how the recurrent neural network controller for a Khepera mobile robot with an obstacle avoiding ability can be determined by co-adaptation of the evolution and learning, The proposed co-adaptation scheme consists of two folds: a population of NN controllers are evolved by the genetic algorithm so that the degree of obstacle avoidance might be reduced through the global searching and each NN controller is trained by CRBP learning so that the running behavior is adapted to its outer environment through the local searching. Experimental results shows that the NN controller coadapted by evolution and learning outperforms its non-learning equivalent evolved by only genetic algorithm in both the ability of obstacle avoidance and the convergence speed reaching to the required running behavior.

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The Asian Ladybird, Harmonia axyridis, as Biological Control Agents: I. Predacious Behavior and Feeding Ability (생물적 방제인자로서의 무당벌레(Harmonia axyridis): I. 포식행동과 포식력)

  • 서미자;윤영남
    • Korean journal of applied entomology
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    • v.39 no.2
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    • pp.59-71
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    • 2000
  • The Asian ladybird, Harmonia axyridis, might be distinguished in biological control agents for the several aphid species in the greenhouses as well as in the fields. Therefore, feeding behavior and predacious capability characteristics were observed. When ladybirds are searching for aphids as their preys, they use the maxillary palpus as contact reception. Otherwise, most of aphids escape from walking or chewing ladybird to other place (mainly move to near-by leaf, or fall down to the under-leaf or ground) instead of plant sucking. Consumed time of ladybirds for searching and feeding prey were significantly different and dependent on their development stage. The ladybird adults ate about 120 green peach aphids and 257 cotton aphids per day. The 3rd instar of ladybirds ate 2,420 and 2,750 eggs of greenhouse whitefly on the cucumber and tomato leaf, respectively, as well. However, ladybird instars taken greenhouse whitefly eggs could not continuously develope to adult, on the other hand, ladybirds taken aphids were normal condition.

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A study on procedures of search and seize in digital data

  • Kim, Woon Go
    • Journal of the Korea Society of Computer and Information
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    • v.22 no.2
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    • pp.133-139
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    • 2017
  • Today, the activities of individuals and corporations are dependent not only on digital technology but also on the future of society, which is referred to as the fourth industrial revolution. Since the traces that arise from the crimes that occur in the digital society are also inevitably developed into a society that should be found in the digital, the judicial dependence of judging by the digital evidence is inevitably increased in the criminal procedure. On the other hand, considering the fact that many users are using virtual shared computing resources of service providers considering the fact that they are being converted into a cloud computing environment system, searching for evidence in cloud computing resources is not related to crime. The possibility of infringing on the basic rights of the criminal procedure is increased, so that the ability of evidence of digital data which can be used in the criminal procedure is limited. Therefore, considering these two aspects of digital evidence, this point should be fully taken into account in judging the evidence ability in the post-seizure warrant issuance and execution stage as well as the pre-emptive control. There is a view that dictionary control is useless, but it needs to be done with lenient control in order to materialize post-modern control through judging ability of evidence. In other words, more efforts are needed than ever before, including legislation to ensure proper criminal procedures in line with the digital age.