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COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking
Eneko Osaba, Javier Del Ser, Xin-She Yang +2
Multitasking optimization is an emerging research field which has attracted lot of attention in the scientific community. The main purpose of this paradigm is how to solve multiple…
Neighborhood Information-based Probabilistic Algorithm for Network Disintegration
Qian Li, San-Yang Liu, Xin-She Yang
Many real-world applications can be modelled as complex networks, and such networks include the Internet, epidemic disease networks, transport networks, power grids, protein-foldin…
Influence of Initialization on the Performance of Metaheuristic Optimizers
Qian Li, San-Yang Liu, Xin-She Yang
All metaheuristic optimization algorithms require some initialization, and the initialization for such optimizers is usually carried out randomly. However, initialization can have…
Nature-Inspired Optimization Algorithms: Challenges and Open Problems
Xin-She Yang
Many problems in science and engineering can be formulated as optimization problems, subject to complex nonlinear constraints. The solutions of highly nonlinear problems usually re…