Information, 2020 This paper proposes an improved Harmony Search algorithm, and gives the definition of the Global Sharing Factor of the Harmony Search (HS) algorithm.
Liqun Liu +3 more
doaj +1 more source
Cálculo y predicción de coeficientes de fugacidad y actividad en mezclas binarias mediante el algoritmo de búsqueda armónica con ancho de banda autoajustable [PDF]
, 2015 El presente artículo de investigación propone el uso de la nueva variante del algoritmo hs (Harmony Search), esto es, el sfhs (Self-Regulated Fretwidth Harmony Search Algorithm) para el cálculo y predicción de coeficientes de fugacidad y actividad en ...
Amaya, Iván +2 more
core +2 more sources
Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection Algorithm
IEEE Access, 2020 Feature selection is a process to reduce the dimension of a dataset by removing redundant features, and to use the optimal subset of features for machine learning or data mining algorithms.
Trinav Bhattacharyya +5 more
doaj +1 more source
A harmony search-based learning algorithm for epileptic seizure prediction [PDF]
, 2004 The learning phase of wavelet neural network entails the task of finding the optimal set of parameter, which includes wavelet activation function, translation centers, dilation parameter, synaptic weight values, and bias terms. Apart from the traditional
Kee, Huong Lai +2 more
core +1 more source
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
doaj +1 more source
Self-adaptive global best harmony search algorithm for training neural networks [PDF]
, 2007 This paper addresses the application of Self-adaptive Global Best Harmony Search (SGHS) algorithm for the supervised training of feed-forward neural networks (NNs). A structure suitable to data representation of NNs is adapted to SGHS algorithm.
Kulluk, Sinem +2 more
core +1 more source
Assessing hyper parameter optimization and speedup for convolutional neural networks [PDF]
, 2020 The increased processing power of graphical processing units (GPUs) and the availability of large image datasets has fostered a renewed interest in extracting semantic information from images.
A.Krizhevsky +12 more
core +2 more sources
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
doaj +1 more source
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
An improved optimization technique for estimation of solar photovoltaic parameters [PDF]
, 2017 The nonlinear current vs voltage (I-V) characteristics of solar PV make its modelling difficult. Optimization techniques are the best tool for identifying the parameters of nonlinear models.
Alam +35 more
core +2 more sources