On the efficiency of chaos optimization algorithms for global optimization

By Dixiong Yang, Gang Li, Gengdong Cheng. 2007

399 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Statistical and Nonlinear Physics

View Paper: https://www.semanticscholar.org/paper/8b0fc69ea095c59709eb2b450ea042923f5e7a0c

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In Artificial Intelligence

In Statistical and Nonlinear Physics

Citations in the corpus

Optimal power flow: a bibliographic survey II (2012, neutral): “Being relatively new random search methods, COAs have already attracted great attention [176].”
Chaotic Krill Herd algorithm (2014, methodology): “In this context, one of the most famous applications is the introduction of chaos theory into the optimization methods [48].”
Rational approximation for fractional-order system by particle swarm optimization (2012, neutral): “within a constraint area [23].”
Economic dispatch using chaotic bat algorithm (2016, methodology): “A recent advancement in optimization using metaheuristic algorithms has been to enhance existing algorithms by using chaotic sequences to tune the parameters that control the performance of the algorithm to improve diversity and avoid premature convergence [23], [24].”
Fuzzy C-Means Cluster Analysis Based on Mutative Scale Chaos Optimization Algorithm for the Grouping of Discontinuity Sets (2012, background): “With l set at 4, a very small change in the initial value of c will cause a large difference in its long-term behavior, which is just the typical characteristic of chaos (Yang et al. 2007).”
Feature selection via a novel chaotic crow search algorithm (2017, methodology): “It has been applied intensively in different sciences’s fields such as synchronization [60], chaos control [57], different optimization researches [45, 51], and so on.”
A novel chaotic salp swarm algorithm for global optimization and feature selection (2018, background): “Over the years, chaos has attracted a great attention and has been applied in different sciences such as chaos control [9], synchronization [10], optimization researches [11, 12] and so on.”