Results 1 to 10 of about 385,533 (292)
Improving rule-based classification using Harmony Search. [PDF]
PeerJ Comput Sci, 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. Rule-based classifiers can play a very important role in applications such as fraud detection, medical diagnosis, and etc.
Hasanpour H +2 more
europepmc +6 more sources
Generalised Adaptive Harmony Search: A Comparative Analysis of Modern Harmony Search [PDF]
Journal of Applied Mathematics, 2013 Harmony search (HS) was introduced in 2001 as a heuristic population-based optimisation algorithm. Since then HS has become a popular alternative to other heuristic algorithms like simulated annealing and particle swarm optimisation. However, some flaws, like the need for parameter tuning, were identified and have been a topic of study for much ...
Jaco Fourie +2 more
openaire +4 more sources
Cellular Harmony Search for Optimization Problems [PDF]
Journal of Applied Mathematics, 2013 Structured population in evolutionary algorithms (EAs) is an important research track where an individual only interacts with its neighboring individuals in the breeding step.
Al-Betar, Mohammed Azmi +4 more
core +4 more sources
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
exaly +3 more sources
Harmony search method: theory and applications. [PDF]
Comput Intell Neurosci, 2015 The Harmony Search (HS) method is an emerging metaheuristic optimization algorithm, which has been employed to cope with numerous challenging tasks during the past decade. In this paper, the essential theory and applications of the HS algorithm are first described and reviewed. Several typical variants of the original HS are next briefly explained.
Gao XZ +4 more
europepmc +4 more sources
A novel intelligent global harmony search algorithm based on improved search stability strategy. [PDF]
Sci Rep, 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.
Wang J +4 more
europepmc +2 more sources
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.
Abed SA, Tiun S, Omar N.
europepmc +2 more sources
Hybrid weighted fuzzy production rule extraction utilizing modified harmony search and BPNN. [PDF]
Sci RepWeighted 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.
Qin F, Zain AM, Zhou KQ, Zhuo DB.
europepmc +2 more sources
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
doaj +1 more source
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
doaj +1 more source