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E-raamat: Harmony Search Algorithm: Proceedings of the 2nd International Conference on Harmony Search Algorithm (ICHSA2015)

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The Harmony Search Algorithm (HSA) is one of the most well-known techniques in the field of soft computing, an important paradigm in the science and engineering community.  This volume, the proceedings of the 2nd International Conference on Harmony Search Algorithm 2015 (ICHSA 2015), brings together contributions describing the latest developments in the field of soft computing with a special focus on HSA techniques. It includes coverage of new methods that have potentially immense application in various fields.





Contributed articles cover aspects of the following topics related to the Harmony Search Algorithm: analytical studies; improved, hybrid and multi-objective variants; parameter tuning; and large-scale applications. The book also contains papers discussing recent advances on the following topics: genetic algorithms; evolutionary strategies; the firefly algorithm and cuckoo search; particle swarm optimization and ant colony optimization; simulated annealing; and local search techniques.

This book offers a valuable snapshot of the current status of the Harmony Search Algorithm and related techniques, and will be a useful reference for practising researchers and advanced students in computer science and engineering.
Part I Various Aspects of Optimization Algorithms
Investigating the Convergence Characteristics of Harmony Search
3(8)
Joong Hoon Kim
Ho Min Lee
Do Guen Yoo
Performance Measures of Metaheuristic Algorithms
11(8)
Joong Hoon Kim
Ho Min Lee
Donghwi Jung
Ali Sadollah
Harmony Search Algorithm with Ensemble of Surrogate Models
19(10)
Krithikaa Mohanarangam
Rammohan Mallipeddi
Precision Motion Control Method Based on Artificial Bee Colony Algorithm
29(10)
Jinxiang Pian
Dan Wang
Yue Zhou
Jinxin Liu
Yuanwei Qi
A Scatter Search Hybrid Algorithm for Resource Availability Cost Problem
39(14)
Hexia Meng
Bing Wang
Yabing Nie
Xuedong Xia
Xianxia Zhang
A Study of Harmony Search Algorithms: Exploration and Convergence Ability
53(10)
Anupam Yadav
Neha Yadav
Joong Hoon Kim
Design of the Motorized Spindle Temperature Control System with PID Algorithm
63(6)
Lixiu Zhang
Teng Liu
Yuhou Wu
The Design of Kalman Filter for Nano-Positioning Stage
69(8)
Jing Dai
Peng Qu
Meng Shao
Hui Zhang
Yongming Mao
Research on Adaptive Control Algorithm of Nano Positioning Stage
77(6)
Jing Dai
Tianqi Wang
Meng Shao
Peng Qu
Two Frameworks for Cross-Domain Heuristic and Parameter Selection Using Harmony Search
83(14)
Paul Dempster
John H. Drake
Part II Large Scale Applications of HSA
An Improved Harmony Search Algorithm for the Distributed Two Machine Flow-Shop Scheduling Problem
97(12)
Jin Deng
Ling Wang
Jingnan Shen
Xiaolong Zheng
Hybrid Harmony Search Algorithm for Nurse Rostering Problem
109(12)
Yabing Nie
Bing Wang
Xianxia Zhang
A Harmony Search Approach for the Selective Pick-Up and Delivery Problem with Delayed Drop-Off
121(12)
Javier Del Ser
Miren Nekane Bilbao
Cristina Perfecto
Sancho Salcedo-Sanz
Dandelion-Encoded Harmony Search Heuristics for Opportunistic Traffic Offloading in Synthetically Modeled Mobile Networks
133(14)
Cristina Perfecto
Miren Nekane Bilbao
Javier Del Ser
Armando Ferro
Sancho Salcedo-Sanz
A New Parallelization Scheme for Harmony Search Algorithm
147(8)
Donghwi Jung
Jiho Choi
Young Hwan Choi
Joong Hoon Kim
Part III Recent Variants of HSA
Mine Blast Harmony Search and Its Applications
155(14)
Ali Sadollah
Ho Min Lee
Do Guen Yoo
Joong Hoon Kim
Modified Harmony Search Applied to Reliability Optimization of Complex Systems
169(12)
Gutha Jaya Krishna
Vadlamani Ravi
A New HMCR Parameter of Harmony Search for Better Exploration
181(16)
Nur Farraliza Mansor
Zuraida Abal Abas
Ahmad Fadzli Nizam Abdul Rahman
Abdul Samad Shibghatullah
Safiah Sidek
KU Battle of Metaheuristic Optimization Algorithms 1: Development of Six New/Improved Algorithms
197(10)
Joong Hoon Kim
Young Hwan Choi
Thi Thuy Ngo
Jiho Choi
Ho Min Lee
Yeon Moon Choo
Eui Hoon Lee
Do Guen Yoo
Ali Sadollah
Donghwi Jung
KU Battle of Metaheuristic Optimization Algorithms 2: Performance Test
207(10)
Joong Hoon Kim
Young Hwan Choi
Thi Thuy Ngo
Jiho Choi
Ho Min Lee
Yeon Moon Choo
Eui Hoon Lee
Do Guen Yoo
Ali Sadollah
Donghwi Jung
Part IV Other Nature-Inspired Algorithms
Modified Blended Migration and Polynomial Mutation in Biogeography-Based Optimization
217(10)
Jagdish Chand Bansal
A Modified Biogeography Based Optimization
227(12)
Pushpa Farswan
Jagdish Chand Bansal
Kusum Deep
Tournament Selection Based Probability Scheme in Spider Monkey Optimization Algorithm
239(12)
Kavita Gupta
Kusum Deep
Optimal Extraction of Bioactive Compounds from Gardenia Using Laplacian Biogoegraphy Based Optimization
251(8)
Vanita Garg
Kusum Deep
Physical Interpretation of River Stage Forecasting Using Soft Computing and Optimization Algorithms
259(10)
Youngmin Seo
Sungwon Kim
Vijay P. Singh
Part V Related Areas and Computational Intelligence
Online Support Vector Machine: A Survey
269(10)
Xujun Zhou
Xianxia Zhang
Bing Wang
Computation of Daily Solar Radiation Using Wavelet and Support Vector Machines: A Case Study
279(6)
Sungwon Kim
Youngmin Seo
Vijay P. Singh
The Discovery of Financial Market Behavior Integrated Data Mining on ETF in Taiwan
285(10)
Bo-Wen Yang
Mei-Chen Wu
Chiou-Hung Lin
Chiung-Fen Huang
An-Pin Chen
Data Mining Application to Financial Market to Discover the Behavior of Entry Point -- A Case Study of Taiwan Index Futures Market
295(10)
Mei-Chen Wu
Bo-Wen Yang
Chiou-Hung Lin
Ya-Hui Huang
An-Pin Chen
Sensitivity of Sensors Built in Smart phones
305(12)
Zoltan Horvath
Ildiko Jenak
Tianhang Wu
Cui Xuan
Part VI Optimization in Civil Engineering
Harmony Search Algorithm for High-Demand Facility Locations Considering Traffic Congestion and Greenhouse Gas Emission
317(12)
Yoonseok Oh
Umji Park
Seungmo Kang
Optimum Configuration of Helical Piles with Material Cost Minimized by Harmony Search Algorithm
329(12)
Kyunguk Na
Dongseop Lee
Hyungi Lee
Kyoungsik Jung
Hangseok Choi
A Preliminary Study for Dynamic Construction Site Layout Planning Using Harmony Search Algorithm
341(12)
Dongmin Lee
Hyunsu Lim
Myungdo Lee
Hunhee Cho
Kyung-In Kang
Economic Optimization of Hydropower Storage Projects Using Alternative Thermal Powerplant Approach
353(12)
Sina Raeisi
S. Jamshid Mousavi
Mahmoud Taleb Beidokhti
Bentolhoda A. Rousta
Joong Hoon Kim
Simulation Optimization for Optimal Sizing of Water Transfer Systems
365(12)
Nasrin Raftee Anzab
S. Jamshid Mousavi
Bentolhoda A. Rousta
Joong Hoon Kim
Performance Evaluation of the Genetic Landscape Evolution (GLE) Model with Respect to Crossover Schemes
377(8)
JongChun Kim
Kyungrock Paik
Optimal Design of Permeable Pavement Using Harmony Search Algorithm with SWMM
385(10)
Young-Wook Jung
Shin-In Han
Deokjun Jo
Development of Mathematical Model Using Group Contribution Method to Predict Exposure Limit Values in Air for Safeguarding Health
395(8)
Mohanad El-Harbawi
Phung Thi Kieu Trang
Retracted
Chapter: Optimization of Water Distribution Networks with Differential Evolution (DE)
403(20)
Ramin Mansouri
Hasan Torabi
Hosein Morshedzadeh
Part VII Multi-objectives Variants of HSA
Artificial Satellite Heat Pipe Design Using Harmony Search
423(12)
Zong Woo Geem
A Pareto-Based Discrete Harmony Search Algorithm for Bi-objective Reentrant Hybrid Flowshop Scheduling Problem
435(12)
Jingnan Shen
Ling Wang
Jin Deng
Xiaolong Zheng
A Multi-objective Optimisation Approach to Optimising Water Allocation in Urban Water Systems
447(12)
S. Jamshid Mousavi
Kourosh Behzadian
Joong Hoon Kim
Zoran Kapelan
Seismic Reliability-Based Design of Water Distribution Networks Using Multi-objective Harmony Search Algorithm
459
Do Guen Yoo
Donghwi Jung
Ho Min Lee
Young Hwan Choi
Joong Hoon Kim
Retraction Note to: Optimization of Water Distribution Networks with Differential Evoloution (DE)
1(468)
Ramin Mansouri
Hasan Torabi
Hosein Morshedzadeh
Author Index 469
Dr. Joong Hoon Kim is a professor at the School of Civil, Environmental, and Architectural Engineering, Korea University since March 1993. He has earned the B.E. degree in Civil Engineering from Korea University in 1984. He received an M.S.C.E. from Virginia Polytechnic Institute and State University in 1986 and the Doctor of Philosophy from the University of Texas at Austin in 1992. He worked as a faculty associate at Arizona State University from August 1989 to July 1990. He also worked at the Flood Control District of Maricopa County, Arizona, USA, as a branch manager from January 1991 to February 1993. He was Chair of School of Civil, Environmental and Architectural Engineering, Korea University for four years.



Professor Kim is currently managing several government projects including research of Establishment of Original Technology and Globalization Strategy of Harmony Search Algorithm funded by National Research Foundation of Korea, and Technology to Improve Urban Disaster Prevention Performance for Flood Proofing Facilities and Development of Optimal Design & Operation system for Urban drainage network funded by Natural Hazard Mitigation Research Group, National Emergency Management Agency of Korea.

Dr. Zong Woo Geem is an assistant professor at Gachon University in South Korea. He has obtained B.S. degree in Chung-Ang University in Civil Engineering (1991), Master of Engineering (1995) and Ph.D. (2000) in Water Resources Engineering at Korea University. He invented a music-inspired optimization algorithm, Harmony Search, which has been applied to various scientific and engineering problems, for his Ph.D. dissertation under supervision of Prof. Joong Hoon Kim. He served as an academic advisor in iGlobal University at Annandale, Virginia, USA.

Professor Geem is currently an associate editor of engineering optimization journal and a guest editor of International Journal of Bio-Inspired Computation and

Journal of Applied Mathematics. Besides, he is a member of editorial board of International Journal of Mathematical Modelling and Numerical Optimization. Professor Geem is active reviewer for 74 journals including SCIe journals.

His research interest includes phenomenon-mimicking algorithm and its applications to energy, environment and water fields, and water distribution systems. He has published more than 90 papers in SCI, and SCIe and domestic journals.
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