Hybrid Harmony Search Algorithm with Grey Wolf Optimizer and Modified Opposition-based Learning
Most metaheuristic algorithms, including harmony search (HS), suffer from parameter selection. Many variants have been developed to cope with this problem and improve algorithm performance. In this paper, a hybrid algorithm of HS with grey wolf optimizer (GWO) has been developed to solve the problem...
| Main Authors: | Alomoush, Alaa A., Alsewari, Abdulrahman A., Alamri, Hammoudeh S., Aloufi, Khalid, Kamal Z., Zamli |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2019
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/25051/ http://umpir.ump.edu.my/id/eprint/25051/8/Hybrid%20Harmony%20Search%20Algorithm%20with%20Grey%20Wolf1.pdf |
Similar Items
Modified Opposition Based Learning to Improve Harmony Search Variants Exploration
by: Al-Omoush, Alaa A., et al.
Published: (2020)
by: Al-Omoush, Alaa A., et al.
Published: (2020)
Pressure vessel design simulation using hybrid harmony search algorithm
by: Alaa A., Alomoush, et al.
Published: (2019)
by: Alaa A., Alomoush, et al.
Published: (2019)
Comprehensive review of the development of the harmony search algorithm and its applications
by: Al-Omoush, A.A., et al.
Published: (2019)
by: Al-Omoush, A.A., et al.
Published: (2019)
Enhancing three variants of harmony search algorithm for continuous optimization problems
by: Alomoush, Alaa A., et al.
Published: (2021)
by: Alomoush, Alaa A., et al.
Published: (2021)
Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
by: Alaa A., Al-Omoush, et al.
Published: (2016)
by: Alaa A., Al-Omoush, et al.
Published: (2016)
Solving 0/1 Knapsack Problem Using Hybrid HS and Jaya Algorithms
by: Alomoush, Alaa A., et al.
Published: (2018)
by: Alomoush, Alaa A., et al.
Published: (2018)
Opposition-based Whale Optimization Algorithm
by: Alamri, Hammoudeh S., et al.
Published: (2018)
by: Alamri, Hammoudeh S., et al.
Published: (2018)
Hybrid harmony search algorithm for continuous optimization problems
by: Ala’a Atallah, Hamad Alomoush
Published: (2020)
by: Ala’a Atallah, Hamad Alomoush
Published: (2020)
PMT : opposition based learning technique for enhancing metaheuristic algorithms performance
by: Hammoudeh, S. Alamri
Published: (2020)
by: Hammoudeh, S. Alamri
Published: (2020)
An ensemble of neural network and modified grey wolf optimizer for stock prediction
by: Das, Debashish
Published: (2019)
by: Das, Debashish
Published: (2019)
Solving 0/1 Knapsack Problem using Opposition-based Whale Optimization Algorithm (OWOA)
by: Alamri, Hammoudeh S., et al.
Published: (2019)
by: Alamri, Hammoudeh S., et al.
Published: (2019)
Comparative Performance Analysis of Flower Pollination Algorithm and Harmony Search based strategies: A Case Study of Applying Interaction Testing in the Real World
by: Nasser, Abdul B., et al.
Published: (2016)
by: Nasser, Abdul B., et al.
Published: (2016)
Search based software testing
by: Kamal Z., Zamli, et al.
Published: (2016)
by: Kamal Z., Zamli, et al.
Published: (2016)
Towards Supporting Input-Output Relation within Harmony Search Strategy for T-Way Testing
by: Al-Sewari, Abdulrahman A., et al.
Published: (2013)
by: Al-Sewari, Abdulrahman A., et al.
Published: (2013)
Time Series Forecasting of Energy Commodity using Grey Wolf Optimizer
by: Zuriani, Mustaffa, et al.
Published: (2015)
by: Zuriani, Mustaffa, et al.
Published: (2015)
PMT: opposition-based learning technique for enhancing meta-heuristic performance
by: Alamri, Hammoudeh S., et al.
Published: (2019)
by: Alamri, Hammoudeh S., et al.
Published: (2019)
Adopting search-based algorithms for pairwise testing
by: Abdullah, Nasser, et al.
Published: (2015)
by: Abdullah, Nasser, et al.
Published: (2015)
Developing a Gold Price Predictive Analysis using Grey Wolf Optimizer
by: Nurul Asyikin, Zainal, et al.
Published: (2016)
by: Nurul Asyikin, Zainal, et al.
Published: (2016)
Tuning of Cuckoo Search Based Strategy for T-Way Testing
by: Abdullah, Nasser, et al.
Published: (2015)
by: Abdullah, Nasser, et al.
Published: (2015)
Rice Predictive Analysis Mechanism Utilizing Grey Wolf Optimizer-Least Squares Support Vector Machines
by: Zuriani, Mustaffa, et al.
Published: (2015)
by: Zuriani, Mustaffa, et al.
Published: (2015)
Modified Harmony Search
by: Najihah, Mohamed, et al.
Published: (2017)
by: Najihah, Mohamed, et al.
Published: (2017)
An Application of Grey Wolf Optimizer for Commodity Price Forecasting
by: Zuriani, Mustaffa, et al.
Published: (2015)
by: Zuriani, Mustaffa, et al.
Published: (2015)
Cellular Harmony Search for Optimization Problems
by: Al-Betar, Mohammed Azmi, et al.
Published: (2013)
by: Al-Betar, Mohammed Azmi, et al.
Published: (2013)
Software product line test list generation based on harmony search algorithm with constraints support
by: Alsewari, Abdulrahman A., et al.
Published: (2019)
by: Alsewari, Abdulrahman A., et al.
Published: (2019)
A Pairwise Test Suite Generator based on Melody Search Algorithm
by: Toh, S. Yuen, et al.
Published: (2016)
by: Toh, S. Yuen, et al.
Published: (2016)
Low voltage ride through enhancement using grey wolf optimizer to reduce overshoot current in the grid-connected PV system
by: N., Jaalam, et al.
Published: (2022)
by: N., Jaalam, et al.
Published: (2022)
Artificial Bee Colony Algorithm for Pairwise Test Generation
by: Alazzawi, Ammar K., et al.
Published: (2017)
by: Alazzawi, Ammar K., et al.
Published: (2017)
Harmony Search-Based Hyper-Heuristic For Scheduling Problems
by: Anwar, Khairul
Published: (2018)
by: Anwar, Khairul
Published: (2018)
An Orchestrated Survey on T-Way Test Case Generation Strategies Based on Optimization Algorithms
by: Alsewari, Abdulrahman A., et al.
Published: (2014)
by: Alsewari, Abdulrahman A., et al.
Published: (2014)
Adaptive And Cooperative Harmony
Search Models For Rna Secondary
Structure Prediction
by: A. Mohsen, Abdulqader Mohammed
Published: (2011)
by: A. Mohsen, Abdulqader Mohammed
Published: (2011)
Adaptive and cooperative harmony search models for RNA secondary structure prediction
by: Mohsen, Abdulqader Mohammed A.
Published: (2011)
by: Mohsen, Abdulqader Mohammed A.
Published: (2011)
Adaptive And Cooperative Harmony
Search Models For Rna Secondary
Structure Prediction
by: A. Mohsen, Abdul Qader Mohammed
Published: (2011)
by: A. Mohsen, Abdul Qader Mohammed
Published: (2011)
Pairwise test suite generator tool based on harmony search algorithm (HS-PTSGT)
by: Lai, Yi Xiang
Published: (2014)
by: Lai, Yi Xiang
Published: (2014)
Harmony search-based fuzzy clustering algorithms for image segmentation.
by: Alia, Osama Moh’d Radi
Published: (2011)
by: Alia, Osama Moh’d Radi
Published: (2011)
An adaptive opposition-based learning selection: The case for jaya algorithm
by: Nasser, Abdullah B., et al.
Published: (2021)
by: Nasser, Abdullah B., et al.
Published: (2021)
Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems
by: Muhammad Akmal, Remli, et al.
Published: (2019)
by: Muhammad Akmal, Remli, et al.
Published: (2019)
Harmony search algorithms for ab initio protein tertiary structure prediction.
by: Rub, Mohammed Said Saleh Abual
Published: (2011)
by: Rub, Mohammed Said Saleh Abual
Published: (2011)
A Pairwise Test Suite Generator based on Melody Search Algorithm
by: Toh, S. Yuen, et al.
Published: (2016)
by: Toh, S. Yuen, et al.
Published: (2016)
T-Way Testing Strategies: Issues, Challenges, and Practices
by: Kamal Z., Zamli, et al.
Published: (2014)
by: Kamal Z., Zamli, et al.
Published: (2014)
Harmony search based test list generator for software product line with constraints support
by: Al-Sewari, Abdul Rahman Ahmed Mohammed
Published: (2018)
by: Al-Sewari, Abdul Rahman Ahmed Mohammed
Published: (2018)
Similar Items
-
Modified Opposition Based Learning to Improve Harmony Search Variants Exploration
by: Al-Omoush, Alaa A., et al.
Published: (2020) -
Pressure vessel design simulation using hybrid harmony search algorithm
by: Alaa A., Alomoush, et al.
Published: (2019) -
Comprehensive review of the development of the harmony search algorithm and its applications
by: Al-Omoush, A.A., et al.
Published: (2019) -
Enhancing three variants of harmony search algorithm for continuous optimization problems
by: Alomoush, Alaa A., et al.
Published: (2021) -
Hyperdize Jaya Algorithm for Harmony Search Algorithm's Parameters Selection
by: Alaa A., Al-Omoush, et al.
Published: (2016)