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  • Due to the simplicity of the Artificial Bee Colony (ABC) algorithm, it has been applied to solve a large number of problems. ABC is a stochastic algorithm and it generates trial solutions with random moves, however it suffers from slow convergence. In order to accelerate the convergence of the ABC algorithm, we proposed a new hybrid algorithm, which is called Memetic Artificial Bee Colony for Integer Programming (MABCIP). The proposed algorithm is a hybrid algorithm between the ABC algorithm and a Random Walk with Direction Exploitation (RWDE) as a local search method. MABCIP is tested on 7 benchmark functions and compared with 4 particle swarm optimization algorithms. The numerical results demonstrate that MABCIP is an efficient and robust algorithm. Springer International Publishing Switzerland 2014.
  • Due to the simplicity of the Artificial Bee Colony (ABC) algorithm, it has been applied to solve a large number of problems. ABC is a stochastic algorithm and it generates trial solutions with random moves, however it suffers from slow convergence. In order to accelerate the convergence of the ABC algorithm, we proposed a new hybrid algorithm, which is called Memetic Artificial Bee Colony for Integer Programming (MABCIP). The proposed algorithm is a hybrid algorithm between the ABC algorithm and a Random Walk with Direction Exploitation (RWDE) as a local search method. MABCIP is tested on 7 benchmark functions and compared with 4 particle swarm optimization algorithms. The numerical results demonstrate that MABCIP is an efficient and robust algorithm. Springer International Publishing Switzerland 2014. (en)
Title
  • Memetic artificial bee colony for integer programming
  • Memetic artificial bee colony for integer programming (en)
skos:prefLabel
  • Memetic artificial bee colony for integer programming
  • Memetic artificial bee colony for integer programming (en)
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  • RIV/61989100:27240/14:86093040!RIV15-MSM-27240___
http://linked.open...avai/riv/aktivita
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  • S
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  • 28271
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  • RIV/61989100:27240/14:86093040
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  • Memetic algorithm; Local search algorithm; Integer programming problems; Artificial bee colony (en)
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http://linked.open...ontrolniKodProRIV
  • [B4826896A8A6]
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  • Káhira
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  • London
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  • Communications in Computer and Information Science. Volume 488
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  • Hassanien, A. E.
  • Snášel, Václav
  • Ali, A. F.
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http://linked.open.../riv/zahajeniAkce
issn
  • 1865-0929
number of pages
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  • 10.1007/978-3-319-13461-1_26
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  • Springer-Verlag
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  • 978-3-319-13460-4
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  • 27240
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