Improving rule-based classification using Harmony Search [PDF]
PeerJ Computer Science, 2019 Classification and associative rule mining are two substantial areas in data mining. Some scientists attempt to integrate these two field called rule-based classifiers.
Hesam Hasanpour +2 more
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A novel intelligent global harmony search algorithm based on improved search stability strategy [PDF]
Scientific Reports, 2023 Harmony search (HS) is a new swarm intelligent algorithm inspired by the process of music improvisation. Over the past decade, HS algorithm has been applied to many practical engineering problems.
Jinglin Wang +4 more
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A critical analysis of the harmony search algorithm—How not to solve sudoku
Operations Research Perspectives, 2015 This article presents a critical analysis of the harmony search metaheuristic framework. We formally prove that the harmony search algorithm is a special case of evolution strategies.
Dennis Weyland
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Hybrid weighted fuzzy production rule extraction utilizing modified harmony search and BPNN [PDF]
Scientific ReportsWeighted Fuzzy Production Rules (WFPRs) are vital for Clinical Decision Support Systems (CDSSs), significantly impacting diagnostic accuracy and bridging the gap between data-driven insights and actionable clinical decisions through knowledge engineering.
Feng Qin +3 more
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Harmony Search Algorithm for Word Sense Disambiguation. [PDF]
PLoS ONE, 2015 Word Sense Disambiguation (WSD) is the task of determining which sense of an ambiguous word (word with multiple meanings) is chosen in a particular use of that word, by considering its context.
Saad Adnan Abed +2 more
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A Reward Population-Based Differential Genetic Harmony Search Algorithm
Algorithms, 2022 To overcome the shortcomings of the harmony search algorithm, such as its slow convergence rate and poor global search ability, a reward population-based differential genetic harmony search algorithm is proposed.
Yang Zhang, Jiacheng Li, Lei Li
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Adaptive Harmony Search for Tuned Liquid Damper Optimization under Seismic Excitation
Applied Sciences, 2022 In this study, the tuned liquid damper (TLD) device was optimized by the harmony search (HS) and adaptive harmony search algorithms (AHS). Using the harmony search algorithm, seismic excitations were directed at single and ten-story structures, and TLD ...
Ayla Ocak +4 more
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An analysis of Harmony Search for solving Sudoku puzzles
Soft Computing Letters, 2021 The Harmony Search metaheuristic has been used to solve many different optimization problems. Several papers examined its effectiveness for solving Sudoku puzzles.
Rachel H. Chae, Amelia C. Regan
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Hybrid Harmony Search Differential Evolution Algorithm
IEEE Access, 2021 Differential evolution (DE) algorithm has some excellent attributes including strong exploration capability. However, it cannot balance the exploitation with exploration ability in the search process.
Liyun Fu +4 more
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Scheduling Algorithm for Bag-of-Tasks with Due Date Constraints on Hybrid Clouds [PDF]
Jisuanji kexue, 2022 Bag-of-Tasks (BoT) applications consisting of multiple tasks are widely used in various fields.Different from the traditional deadline constraint in scheduling problems,a due date constraint allows the BoT applications to finish more than a predetermined
YAN Lei, ZHANG Gong-xuan, WANG Tian, KOU Xiao-yong, WANG Guo-hong
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