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A Nature-Inspired Feature Selection Approach based on Hypercomplex Information



Gustavo H. de Rosa , João Paulo Papa , Xin-She Yang

* APPLIED SOFT COMPUTING; v. 94, SEP 2020 
* 17 pages, 7 figures 

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COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking



Eneko Osaba , Javier Del Ser , Xin-She Yang , Andres Iglesias , Akemi Galvez

* 13 pages, 0 figures, paper submitted and accepted in the 11th workshop Computational Optimization, Modelling and Simulation (COMS 2020), part of the International Conference on Computational Science (ICCS 2020) 

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Neighborhood Information-based Probabilistic Algorithm for Network Disintegration



Qian Li , San-Yang Liu , Xin-She Yang

* Expert Systems with Applications, Volume 139, (2020), Article 112853 
* 25 pages, 13 figures, 2 tables 

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Influence of Initialization on the Performance of Metaheuristic Optimizers



Qian Li , San-Yang Liu , Xin-She Yang

* Applied Soft Computing, vol. 91, (2020), article 106193 
* 39 pages, 10 figures, 20 tables 

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Nature-Inspired Optimization Algorithms: Challenges and Open Problems



Xin-She Yang

* Journal of Computational Science, Article 101104, (2020) 
* 15 pages 

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Self-adaptive decision-making mechanisms to balance the execution of multiple tasks for a multi-robots team



Nunzia Palmieri , Xin-She Yang , Floriano De Rango , Amilcare Francesco Santamaria

* Neurocomputing, vol. 306, 17-36 (2018) 
* 40 pages 

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The Global Convergence Analysis of the Bat Algorithm Using a Markovian Framework and Dynamical System Theory



Si Chen , Guo-Hua Peng , Xing-Shi He , Xin-She Yang

* Expert Systems with Applications, vol. 114, 173--182 (2018) 
* 17 pages, 3 figures 

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Multi-Species Cuckoo Search Algorithm for Global Optimization



Xin-She Yang , Suash Deb , Sudhanshu K Mishra

* Cognitive Computation, vol. 10, number 6, 1085-1095 (2018) 
* 15 pages, 1 figures 

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Social Algorithms



Xin-She Yang

* Encyclopedia of Complexity and Systems Science, 2017 

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Why the Firefly Algorithm Works?



Xin-She Yang , Xingshi He

* Book chapter, 2018 

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