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Advances in Harmony Search, Soft Computing and Applications

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Joong Hoon Kim

    1. School of Civil, Environmental and Architectural Engineering, Korea University, Seoul, Korea (Republic of)

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  2. Zong Woo Geem

    1. Department of Energy IT , Gachon University, Seongnam, Korea (Republic of)

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  3. Donghwi Jung

    1. Keimyung University, Daegu, Korea (Republic of)

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  4. Do Guen Yoo

    1. Department of Civil Engineering, Suwon University, Gyeonggi-do, Korea (Republic of)

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  5. Anupam Yadav

    1. Department of Mathematics, Dr. BR Ambedkar National Institute of Technology, Jalandhar, India

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  • Presents recent research in harmony search, soft computing, and applications
  • Features the proceedings of the 15th International Conference on Harmony Search, Soft Computing and Applications (ICHSA 2019), held in Kunming, China, from 20 to 22 July 2019
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1063)

Included in the following conference series:

Conference proceedings info: ICHSA 2019.

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Table of contents (28 papers)

  1. Front Matter

    Pages i-ix
    Download chapter PDF

  2. Improved Gray-Neural Network Integrated Forecasting Model Applied in Complex Forecast

    • Geyu Huang, Zhiming Zhang, Jun Zhang
    Pages 1-15

  3. Design of AGV Positioning Navigation Control System Based on Vision and RFID

    • Jianze Liu, Yan Wang, Jun Sheng, Yangcheng Zhang, Jialin Qi, LongQi Yu
    Pages 16-24

  4. Improved Image Retrieval Algorithm of GoogLeNet Neural Network

    • Jun Zhang, Yong Li, Zixian Zeng
    Pages 25-34

  5. A Review of Face Anti-spoofing and Its Applications in China

    • Bizhu Wu, Meng Pan, Yonghe Zhang
    Pages 35-43

  6. An Event Based Detection of Internal Threat to Information System

    • Zheng Li, Kun Liu
    Pages 44-53

  7. Loop Closure Detection for Visual SLAM Using Simplified Convolution Neural Network

    • Bingbing Xu, Jinfu Yang, Mingai Li, Suishuo Wu, Yi Shan
    Pages 54-62

  8. Development of Optimal Pump Operation Method for Urban Drainage Systems

    • Yoon Kwon Hwang, Soon Ho Kwon, Eui Hoon Lee, Joong Hoon Kim
    Pages 63-69

  9. Parameter Estimation of Storm Water Management Model with Sewer Level Data in Urban Watershed

    • Oseong Lim, Young Hwan Choi, Do Guen Yoo, Joong Hoon Kim
    Pages 70-75

  10. Multiobjective Parameter Calibration of a Hydrological Model Using Harmony Search Algorithm

    • Soon Ho Kwon, Young Hwan Choi, Donghwi Jung, Joong Hoon Kim
    Pages 76-81

  11. Application of Artificial Neural Network for Cyber-Attack Detection in Water Distribution Systems as Cyber Physical Systems

    • Kyoung Won Min, Young Hwan Choi, Abobakr Khalil Al-Shamiri, Joong Hoon Kim
    Pages 82-88

  12. Multi-objective Jaya Algorithm for Solving Constrained Multi-objective Optimization Problems

    • Y. Ramu Naidu, A. K. Ojha, V. Susheela Devi
    Pages 89-98

  13. DSP-Based Implementation of a Real-Time Sound Field Visualization System Using SONAH Algorithm

    • Zhe Zhang, Ming Wu, Jun Yang
    Pages 99-110

  14. The Economic Impact Analysis of the 1994 Northridge Earthquake by Deep Learning Tools

    • Zhengru Tao, Lu Han, Kai Bai
    Pages 111-121

  15. SWT-ARMA Modeling of Shenzhen A-Share Highest Composite Stock Price Index

    • Jingyi Wu
    Pages 122-129

  16. The Application of Text Categorization Technology in Adaptive Learning System for Interpretation of Figures

    • Weibo Huang, Zhenpeng He, Xiaodan Li
    Pages 130-138

  17. A Method for Extracting and Simplifying the Stray Capacitance Matrix of the Dry-Type Smoothing Reactor

    • Tingting Li, Shaoyan Gong, Feng Ji, Chong Gao, Jianhui Zhou
    Pages 139-147

  18. Coordinated, Efficient and Optimized Crowd Evacuation in Urban Complexes

    • Huabin Feng, Shiyang Qiu, Peng Xu, Shuaifei Song, Wei Zheng, Hengchang Liu
    Pages 148-159

  19. The Application of Big Data to Improve Pronunciation and Intonation Evaluation in Foreign Language Learning

    • Jin-Wei Dong, Yan-Jun Liao, Xiao-Dan Li, Wei-bo Huang
    Pages 160-168

  20. Serviceability Assessment Model Based on Pressure Driven Analysis for Water Distribution Networks Under Seismic Events

    • Do Guen Yoo, Chan Wook Lee, Seong Hyun Lim, Hyeong Suk Kim
    Pages 169-174
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  1. Advances in Harmony Search, Soft Computing and Applications

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About this book

This book discusses various aspects of real-world applications of optimization algorithms, presenting insights from the 5th International Conference on Harmony Search, Soft Computing and Applications, held at Kunming, China on July 20–22, 2019. The book focuses on the recent advances in soft computing techniques such as harmony search, PSO and DE and their application to solve engineering problems. Presenting research on various real-world engineering problems concerning crowd evacuation strategies, adaptive learning systems, economic impact analysis, cyber-attack detection, urban drainage systems, water management models, feature selection and inventory systems, it is a valuable resource for researchers wanting a state-of-the-art overview of the latest advances in soft computing and related areas.

Editors and Affiliations

  • School of Civil, Environmental and Architectural Engineering, Korea University, Seoul, Korea (Republic of)

    Joong Hoon Kim

  • Department of Energy IT , Gachon University, Seongnam, Korea (Republic of)

    Zong Woo Geem

  • Keimyung University, Daegu, Korea (Republic of)

    Donghwi Jung

  • Department of Civil Engineering, Suwon University, Gyeonggi-do, Korea (Republic of)

    Do Guen Yoo

  • Department of Mathematics, Dr. BR Ambedkar National Institute of Technology, Jalandhar, India

    Anupam Yadav

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