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A comprehensive review of firefly algorithms
Iztok Fister, Xin-She Yang, Janez Brest
The firefly algorithm has become an increasingly important tool of Swarm Intelligence that has been applied in almost all areas of optimization, as well as engineering practice. Ma…
A Brief Review of Nature-Inspired Algorithms for Optimization
Iztok Fister, Xin-She Yang, Janez Brest +1
Swarm intelligence and bio-inspired algorithms form a hot topic in the developments of new algorithms inspired by nature. These nature-inspired metaheuristic algorithms can be base…
Comparing various regression methods on ensemble strategies in differential evolution
Iztok Fister, Janez Brest
Differential evolution possesses a multitude of various strategies for generating new trial solutions. Unfortunately, the best strategy is not known in advance. Moreover, this stra…
Hybridization of Evolutionary Algorithms
Iztok Fister, Marjan Mernik, Janez Brest
Evolutionary algorithms are good general problem solver but suffer from a lack of domain specific knowledge. However, the problem specific knowledge can be added to evolutionary al…