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
doaj +2 more sources
A Grouping Harmony Search Algorithm for Assigning Resources to Users in WCDMA Mobile Networks [PDF]
, 2017 This paper explores the feasibility of a particular implemen- tation of a Grouping Harmony Search (GHS) algorithm to assign re- sources (codes, aggregate capacity, power) to users in Wide-band Code Division Multiple Access (WCDMA) networks.
Lucas Cuadra +14 more
core +1 more source
A Novel Quad Harmony Search Algorithm for Grid-based Path Finding [PDF]
, 2014 A novel approach to the problem of grid-based path finding has been introduced. The method is a blockbased search algorithm, founded on the bases of two algorithms, namely the quad-tree algorithm, which offered a great opportunity for decreasing the ...
Panov, Stojanche +2 more
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A Hybrid Cultural Harmony Search Algorithm for Constrained Optimization Problem of Diesel Blending
IEEE Access, 2020 This paper studies the constrained optimization problem for nonlinear diesel blending. A new hybrid algorithm called cultural harmony search algorithm is presented to solve the proposed optimization problem, which uses cultural knowledge in the belief ...
Min Gao +3 more
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A novel intelligent global harmony search algorithm based on improved search stability strategy
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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Parallel algorithm of multiobjective optimization harmony search based on cloud computing
Journal of Algorithms & Computational Technology, 2017 In order to solve the problems of traditional harmony search in complex function multiobjective optimization, such as low precision, slow convergence, and easy to fall into local optimum, this article proposes a multiobjective optimization harmony search
Wenjing Li +5 more
doaj +1 more source
Information, 2018 Aiming at the low recognition effect of apple images captured in a natural scene, and the problem that the OTSU algorithm has a single threshold, lack of adaptability, easily caused noise interference, and over-segmentation, an apple image recognition ...
Liqun Liu, Jiuyuan Huo
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Harmony search algorithm with adaptive parameter setting for solving large bin packing problems [PDF]
Decision Science Letters, 2020 Bin packing problem is a constrained optimization problem with a huge search space due to large combinations. Bin packing problem has a wide range of applications in multiple fields.
Amol C. Adamuthe , Tushar Nitave
doaj +1 more source
Hybrid Harmony Search Optimization Algorithm for Continuous Functions
Mathematical and Computational Applications, 2023 This paper proposes a hybrid harmony search algorithm that incorporates a method of reinitializing harmonies memory using a particle swarm optimization algorithm with an improved opposition-based learning method (IOBL) to solve continuous optimization ...
José Alfredo Brambila-Hernández +4 more
doaj +1 more source
A Novel Grouping Harmony Search Algorithm for Clustering Problems [PDF]
, 2017 The problem of partitioning a data set into disjoint groups or clusters of related items plays a key role in data analytics, in particular when the information retrieval becomes crucial for further data analysis.
Gil-Lopez, S. +14 more
core +1 more source