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Browsing by Author "dd57d238-b005-4332-8d61-03271c93adab"
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A modified intelligent water drops algorithm and its application to optimization problems
Alijla, Basem O; Wong, Li-Pei; Lim, Chee Peng; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Pergamon, 2014)The Intelligent Water Drop (IWD) algorithm is a recent stochastic swarm-based method that is useful for solving combinatorial and function optimization problems. In this paper, we investigate the effectiveness of the ... -
An ensemble of intelligent water drop algorithm for feature selection optimization problem
Alijla, Basem O; Lim, Chee Peng; Wong, Li-Pei; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Elsevier, 2018)Master River Multiple Creeks Intelligent Water Drops (MRMC-IWD) is an ensemble model of the intelligent water drop, whereby a divide-and-conquer strategy is utilized to improve the search process. In this paper, the potential ... -
An ensemble of intelligent water drop algorithms and its application to optimization problems
Alijla, Basem O; Wong, Li-Pei; Lim, Chee Peng; Khader, Ahamad Tajudin; Al-Betar, Mohammed Azmi (Elsevier, 2015)The Intelligent Water Drop (IWD) algorithm is a recent stochastic swarm-based method that is useful for solving combinatorial and function optimization problems. In this paper, we propose an IWD ensemble known as the ...