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Swarm and Evolutionary Computation, Volume 48

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Volume 48, August 2019

Research Papers

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Farhad Soleimanian Gharehchopogh, Hojjat Gholizadeh:
A comprehensive survey: Whale Optimization Algorithm and its applications. 1-24
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Xingsi Xue, Junfeng Chen:
Using Compact Evolutionary Tabu Search algorithm for matching sensor ontologies. 25-30
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Tonghua Zhang, Zong Woo Geem:
Review of harmony search with respect to algorithm structure. 31-43
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Michal Okulewicz, Jacek Mandziuk:
A metaheuristic approach to solve Dynamic Vehicle Routing Problem in continuous search space. 44-61
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Caitong Yue, Boyang Qu, Kunjie Yu, Jing J. Liang, Xiaodong Li:
A novel scalable test problem suite for multimodal multiobjective optimization. 62-71
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  - journals/swevo/AriyaratneFW19
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M. K. A. Ariyaratne, T. G. I. Fernando, Sunethra Weerakoon:
Solving systems of nonlinear equations using a modified firefly algorithm (MODFA). 72-92
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Anita, Anupam Yadav:
AEFA: Artificial electric field algorithm for global optimization. 93-108
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Maciej Laszczyk, Pawel B. Myszkowski:
Survey of quality measures for multi-objective optimization: Construction of complementary set of multi-objective quality measures. 109-133
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Yiwen Zhong, Lijin Wang, Min Lin, Hui Zhang:
Discrete pigeon-inspired optimization algorithm with Metropolis acceptance criterion for large-scale traveling salesman problem. 134-144
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Jean Paulo Martins, Alexandre C. B. Delbem:
Reproductive bias, linkage learning and diversity preservation in bi-objective evolutionary optimization. 145-155

Special Issue on Novel Swarm Intelligence Models, Algorithms and Their Applications

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Yi-Nan Guo, Huan Yang, Meirong Chen, Jian Cheng, Dunwei Gong:
Ensemble prediction-based dynamic robust multi-objective optimization methods. 156-171
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Hong Wang, Lijing Tan, Ben Niu:
Feature selection for classification of microarray gene expression cancers using Bacterial Colony Optimization with multi-dimensional population. 172-181

Research Papers

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Songbai Liu, Qiuzhen Lin, Ka-Chun Wong, Lijia Ma, Carlos A. Coello Coello, Dunwei Gong:
A novel multi-objective evolutionary algorithm with dynamic decomposition strategy. 182-200
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Ladislav Peska, Tsegaye Misikir Tashu, Tomás Horváth:
Swarm intelligence techniques in recommender systems - A review of recent research. 201-219
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Javier Del Ser, Eneko Osaba, Daniel Molina, Xin-She Yang, Sancho Salcedo-Sanz, David Camacho, Swagatam Das, Ponnuthurai N. Suganthan, Carlos A. Coello Coello, Francisco Herrera:
Bio-inspired computation: Where we stand and what's next. 220-250
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Yun Huang, Kai Wang, Kaizhou Gao, Ting Qu, Hong Liu:
Jointly optimizing microgrid configuration and energy consumption scheduling of smart homes. 251-261

Special Issue on Evolutionary Data Mining for Big Data

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Santos Kumar Baliarsingh, Swati Vipsita, Khan Muhammad, Sambit Bakshi:
Analysis of high-dimensional biomedical data using an evolutionary multi-objective emperor penguin optimizer. 262-273

Special Issue on Novel Swarm Intelligence Models, Algorithms and Their Applications

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Guoyu Chen, Junhua Li:
A diversity ranking based evolutionary algorithm for multi-objective and many-objective optimization. 274-287

Research Papers

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Xiwen Cai, Liang Gao, Xinyu Li, Haobo Qiu:
Surrogate-guided differential evolution algorithm for high dimensional expensive problems. 288-311
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Reginaldo Santos, Gilvan Borges, Adam Santos, Moisés Silva, Claudomiro Sales, João C. W. A. Costa:
Empirical study on rotation and information exchange in particle swarm optimization. 312-328
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Hemant Kumar Singh, Md. Monjurul Islam, Tapabrata Ray, Michael J. Ryan:
Nested evolutionary algorithms for computationally expensive bilevel optimization problems: Variants and their systematic analysis. 329-344

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