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The variants of the harmony search algorithm: an overview
Artificial Intelligence Review, 2011The harmony search (HS) algorithm is a relatively new population-based metaheuristic optimization algorithm. It imitates the music improvisation process where musicians improvise their instruments' pitch by searching for a perfect state of harmony.
Osama Moh'd Alia, Mandava Rajeswari
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Applications of Harmony Search Algorithms in Engineering
International Journal on Artificial Intelligence Tools, 2015In a recent article the authors reviewed the principles of harmony search and journal articles on harmony search algorithm (HSA). This article presents a review of applications of HSA including structural design, hydrologic model design, water distribution network design, water pump switching problem, transmission network expansion planning problem ...
Nazmul H. Siddique, Hojjat Adeli
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Harmony Search Algorithm and its Variants
International Journal of Pattern Recognition and Artificial Intelligence, 2015In the past three decades nature-inspired and meta-heuristic algorithms have dominated the literature in the broad areas of search and optimization. Harmony search algorithm (HSA) is a music-inspired population-based meta-heuristic search and optimization algorithm.
Nazmul H. Siddique, Hojjat Adeli
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Chaotic harmony search algorithms
Applied Mathematics and Computation, 2010zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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An improved variant of the conventional Harmony Search algorithm
Applied Mathematics and Computation, 2014zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Jhonatan Contreras +2 more
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Global Dynamic Harmony Search algorithm: GDHS
Applied Mathematics and Computation, 2014zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Mohammad Khalili +3 more
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The Adaptation of the Harmony Search Algorithm to the ATSP
2018The paper presents a modification of the Harmony Search algorithm, adapted to the effective resolution of the asymmetric case of the traveling salesman problem. The efficacy of the proposed approach was measured with benchmarking tests and in a comparative study based on the results obtained with the Nearest Neighbor Algorithm, Greedy Local Search and ...
Urszula Boryczka, Krzysztof Szwarc
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Novel global harmony search algorithm for unconstrained problems
Neurocomputing, 2010 In this paper, we use a recently proposed algorithm-novel global harmony search (NGHS) algorithm to solve unconstrained problems. The NGHS algorithm includes two important operations: position updating and genetic mutation with a low probability.
Dexuan Zou, Liqun Gao, Jianhua Wu
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Highly reliable harmony search algorithm
2009 European Conference on Circuit Theory and Design, 2009In this paper, after a literature overview, studies will be concentrated on Pitch Adjustment Ratio function of Harmony Search Algorithm. A more rational function will be proposed which increase the robustness of algorithm and therefore leads to a highly reliable algorithm Simulations on a set of Standard TSP Problems, demonstrates that Parameter of ...
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AN INTRODUCTION TO THE HARMONY SEARCH ALGORITHM
2010The Harmony Search (HS) draws its inspiration not from a biological or physical process like most other meta-heuristic optimization techniques, but from an artistic one---the improvisation process of musicians. The primary aim of this chapter is to introduce the Chemical Engineering community to the HS method and its current applications. The algorithm
Ingram, Gordon, Zhang, Tonghua
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