• 제목/요약/키워드: Hybrid algorithm

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Modified hybrid vision correction algorithm을 활용한 상수관망 최적설계 (Optimal design of water distribution system using modified hybrid vision correction algorithm)

  • 류용민;이의훈
    • 한국수자원학회논문집
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    • 제55권spc1호
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    • pp.1271-1282
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    • 2022
  • 상수관망 최적설계는 사용자가 설정한 목적에 따라 다양하게 사용된다. 상수관망 최적설계는 비용의 최소화 및 관의 제작 시 발생하는 에너지 최소화 등 목적이 다양하게 존재한다. 본 연구에서는 Modified Hybrid Vision Correction Algorithm (MHVCA)을 기반으로 다양한 상수관망에 대한 비용 최적설계를 진행하였다. 또한 새로운 평가지표인 Best Rate (BR)를 제안하였다. BR은 K-mean Clustering Algorithm을 기반으로 개발된 평가지표이다. BR을 통해 상수관망 최적설계에 사용된 각 알고리즘의 최적 설계안 탐색 가능성에 대한 비교를 하였다. 다양한 관망에 대한 MHVCA의 최적설계 결과를 Vision Correction Algorithm (VCA) 및 Hybrid Vision Correction Algorithm (HVCA)과 비교하였다. MHVCA는 VCA 및 HVCA보다 낮은 비용의 설계안을 탐색하였다. 또한 MHVCA는 낮은 비용의 설계안을 탐색할 확률이 VCA 및 HVCA보다 높았다. MHVCA는 본 연구에서 적용한 비용 최소화를 위한 상수관망 최적설계 뿐만이 아닌 다양한 목적을 위한 상수관망 최적설계에 적용할 경우 좋은 결과를 나타낼 수 있을 것이다.

효율적인 Center-Biased Hybrid 탐색 알고리즘 (An Efficient Center-Biased Hybrid Search Algorithm)

  • Su-Bong Hong;Soo-Mok Jung
    • 한국컴퓨터산업학회논문지
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    • 제4권12호
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    • pp.1075-1082
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    • 2003
  • 본 논문에서는 움직임 추정을 위한 Efficient Center- Biased Hybrid Search (ECBHS) 알고리즘을 제안하였다. 제안된 알고리즘은 Center-Biased Hybrid Search (CBHS) 알고리즘에 기초하고 있다. 제안된 알고리즘은 +, X, 다이아몬드 탐색형태를 결합하여 탐색 윈도우의 중앙으로부터 3pel 이내에 분포하는 움직임 벡터를 찾는 과정에서 탐색점을 효과적으로 감소시킨다. ECBHS는 UCHDS 및 CBHS와 거치 동일한 움직임 추정 정확도를 유지하면서 움직임 추정을 위한 연산량을 효과적으로 감소시킨다. 제안된 알고리즘의 효율성을 실험을 통하여 확인하였다.

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하이브리드 PTV-PIV알고리듬에 의한 고정밀 와도 추정 (Precise Estimations on Vorticities using a Hybrid PTV-PIV Algorithm)

  • 도덕희;조경래;이재민
    • 한국가시화정보학회지
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    • 제8권4호
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    • pp.26-30
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    • 2010
  • A PTV algorithm was constructed using a linear transformation, in which the merits of the conventional PIV and PTV were adopted. In PIV calculations, the obtained velocity vectors are affected by the filtering effects by its calculation principle. PTV techniques are widely used for their excellences of measuring small scaled flows, such as nano and bio flows. However, PTVs produce vector errors due to interpolation process. To overcome these problems, a hybrid PTV algorithm was constructed by combining PTVs' and PIVs' benefits using a linear transformation. The Taylor-Green vortex flows were generated for the tests of vorticity calculations. The conventional gray-level cross-correlation PIV technique and 2-Frame PTV technique were tested for the same flows for comparisons with those obtained by the constructed hybrid algorithm. The excellence of the constructed hybrid algorithm was validated through an actual experiment on the cylinder wake.

적응 모듈러스와 적응 스텝 크기를 적용한 Hybrid-SMMA 등화 알고리즘의 성능 평가 (Performance Evaluation of Hybrid-SMMA Equalization Algorithm based on Adaptive Modulus and Adaptive Stepsize)

  • 임승각
    • 한국인터넷방송통신학회논문지
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    • 제17권4호
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    • pp.123-128
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    • 2017
  • 본 논문은 SMMA (Sliced Multi Modulus Algorithm) 등화 알고리즘에서 등화기의 출력 전력에 비례하는 adaptive modulus와 adaptive stepsize를 적용하므로서 등화 성능을 개선할 수 있는 Hybrid-SMMA 알고리즘에 관한 것이다. 기존 SMMA 알고리즘에서는 등화기의 탭 계수 갱신을 위한 오차 신호를 발생할 때 송신측 신호의 통계 특성치인 modulus를 고정적으로 사용하지만, 제안 Hybrid-SMMA에서는 등화기 출력 신호의 전력에 비례토록 modulus와 오차 신호의 비선형성을 이용하여 stepsize를 적응적으로 변화시킨다. 제안 알고리즘의 개선된 등화 성능을 컴퓨터 시뮬레이션을 통해 확인하였으며, 시뮬레이션 결과 제안 방식이 기존 SMMA보다 모든 성능에서 우월함을 확인하였다.

강인 복합제어 시스템 (Robust Hybrid Control System)

  • 박규식;정형조;오주원;이인원
    • 한국지진공학회:학술대회논문집
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    • 한국지진공학회 2003년도 추계 학술발표회논문집
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    • pp.442-449
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    • 2003
  • This paper presents a robust hybrid control system for seismic response control of a cable-stayed bridge. Because multiple control devices are operating, a hybrid control system could alleviate some of restirctions and limitations that exist when each system is acting alone. A LQG algorithm with on-off control scheme, H$_2$ and H$_{\infty}$ control algorithms with various frequency weighting filters are used to improve the controller robustness of the active control part in the hybrid control system. The numerital simulation results show that control performances of robust hybrid control systems are similar to those of the hybrid control system with LQG algorithm. Furthermore, it is verified that robust hybrid control systems are more robust than the hybrid control system with LQG algorithm and there are no signs of instabilities in the $\pm$5% stiffness matrix perturbed system. Therefore, the proposed hybrid control system have a good robustness for stiffness matrix perturbation without loss of control effectiveness.

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하이브리드 자동 동조 알고리즘을 이용한 하이브리드 퍼지 제어기 (The Hybrid Fuzzy Controller using the Hybrid Auto-tuning Algorithm)

  • 이대근;김중영;오성권
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 추계학술대회 논문집 학회본부 B
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    • pp.521-523
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    • 1999
  • In this paper, we propose the hybrid fuzzy controller(HFC) and the hybrid auto-tuning algorithm. The proposed HFC combined a PID controller with a fuzzy controller concurrently produces the better output performance such as sensitivity improvement in steady state and robustness in transient state than any other controller. In addition, a hybrid auto-tuning algorithm which consists of genetic algorithm and complex algorithm to automatically generate weighting factor, scaling factors and PID control gains optimizes the output of HFC. As an typical example of non-linear system in control theory an inverted pendulum will be controlled by the suggested HFC and illustrated the performance and applicability of this proposed method by simulation.

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교번 스위치를 활용한 시공간 및 주파수공간 블록 코딩의 하이브리드 알고리즘 (Hybrid Algorithm of Space Time and Space Frequency Block Coding Technique using Alternate Time Switch)

  • 정혁구
    • 전기학회논문지P
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    • 제66권1호
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    • pp.48-52
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    • 2017
  • This paper proposes a hybrid algorithm of space-time block coding and space-frequency block coding using alternate time switch. The traditional alternate time-switched space-time or space-frequency block coding technique for orthogonal frequency division multiplexing system does not provide a good performance with a variety of communication environments. This hybrid algorithm has searched good performance ranges in various environments in view points of mobile speed and doppler frequency. In this paper, we investigate better performance ranges for two algorithms, suggest a hybrid algorithm for dynamically changing communication environments, propose a structure for transmitter and receiver, and show that its performance is better than the traditional algorithm by simulations.

Hybrid PSO and SSO algorithm for truss layout and size optimization considering dynamic constraints

  • Kaveh, A.;Bakhshpoori, T.;Afshari, E.
    • Structural Engineering and Mechanics
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    • 제54권3호
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    • pp.453-474
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    • 2015
  • A hybrid approach of Particle Swarm Optimization (PSO) and Swallow Swarm Optimization algorithm (SSO) namely Hybrid Particle Swallow Swarm Optimization algorithm (HPSSO), is presented as a new variant of PSO algorithm for the highly nonlinear dynamic truss shape and size optimization with multiple natural frequency constraints. Experimentally validation of HPSSO on four benchmark trusses results in high performance in comparison to PSO variants and to those of different optimization techniques. The simulation results clearly show a good balance between global and local exploration abilities and consequently results in good optimum solution.

태양광-연료전지 하이브리드 발전을 위한 새로운 단일 컨버터 및 단일 인버터 (1Con-1Inv) 회로 및 제어 알고리즘 (A Novel Single Converter and Single Inverter (1Con-1Inv) Topology and Control Algorithm for Photovoltaic-Fuel Cell Hybrid System)

  • 김종수;최규영;이병국;원충연;이태원
    • 전기학회논문지
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    • 제58권11호
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    • pp.2200-2208
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    • 2009
  • This paper presents a novel single converter and single inverter (1Con-1Inv) topology for photovoltaic (PV)-fuel cell (FC) hybrid system and a new control scheme for the PV-FC hybrid system is then proposed. The new topology and the unique algorithm can minimize volume and production cost of the hybrid system. Moreover, system efficiency can improve due to reduction of losses of hardware components and other control factors are well regulated using just 1Con-1Inv with the help of the proposed control algorithm. The validity of proposed algorithm is verified both computer simulation using PSIM and Matlab/Simulink program and experimental with 700W of PV and 600W of FC system.

Optimal Allocation Method of Hybrid Active Power Filters in Active Distribution Networks Based on Differential Evolution Algorithm

  • Chen, Yougen;Chen, Weiwei;Yang, Renli;Li, Zhiyong
    • Journal of Power Electronics
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    • 제19권5호
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    • pp.1289-1302
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    • 2019
  • In this paper, an optimal allocation method of a hybrid active power filter in an active distribution network is designed based on the differential evolution algorithm to resolve the harmonic generation problem when a distributed generation system is connected to the grid. A distributed generation system model in the calculation of power flow is established. An improved back/forward sweep algorithm and a decoupling algorithm are proposed for fundamental power flow and harmonic power flow. On this basis, a multi-objective optimization allocation model of the location and capacity of a hybrid filter in an active distribution network is built, and an optimal allocation scheme of the hybrid active power filter based on the differential evolution algorithm is proposed. To verify the effect of the harmonic suppression of the designed scheme, simulation analysis in an IEEE-33 nodes model and an experimental analysis on a test platform of a microgrid are adopted.