Fireworks algorithm based on search space partition
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22952
Abstract: Fireworks algorithm is a novel swarm intelligence optimization framework which focuses on the potential of collaboration among multiple subpopulations with independent search ability. Although it has been proved to perform excellently in many tasks, the… read more here.
Keywords: based search; search space; algorithm based; fireworks algorithm ... See more keywords
Improved Fireworks Algorithm with Chaotic Sequence Operator for Large-Scale Non-convex Economic Load Dispatch Problem
Sign Up to like & getrecommendations! Published in 2018 at "Arabian Journal for Science and Engineering"
DOI: 10.1007/s13369-017-2956-6
Abstract: Fireworks algorithm (FWA) is one of the recently developed meta-heuristic techniques, which has shown potential to solve non-shifted optimization functions. However, several engineering optimization problems have shifted optima where the performance of the algorithm heavily… read more here.
Keywords: chaotic sequence; sequence operator; non; dispatch problem ... See more keywords
Improving the Drilling Parameter Optimization Method Based on the Fireworks Algorithm
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DOI: 10.1021/acsomega.2c05692
Abstract: The rate of penetration (ROP) is a manifestation of drilling efficiency, and optimizing drilling parameters is an important way to improve it. To achieve a low ROP for a Permian formation in a certain oil… read more here.
Keywords: fireworks algorithm; improved fireworks; drilling parameter; parameter optimization ... See more keywords
A Fireworks Algorithm Based on Transfer Spark for Evolutionary Multitasking
Sign Up to like & getrecommendations! Published in 2019 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2019.00109
Abstract: In recent years, lots of multifactorial optimization evolutionary algorithms have been developed to optimize multiple tasks simultaneously, which improves the overall efficiency using implicit genetic complementarity between different tasks. In this paper, a novel multitask… read more here.
Keywords: evolutionary multitasking; algorithm based; transfer; based transfer ... See more keywords
Adaptive Mutation Dynamic Search Fireworks Algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Algorithms"
DOI: 10.3390/a10020048
Abstract: The Dynamic Search Fireworks Algorithm (dynFWA) is an effective algorithm for solving optimization problems. However, dynFWA easily falls into local optimal solutions prematurely and it also has a slow convergence rate. In order to improve… read more here.
Keywords: fireworks algorithm; adaptive mutation; search fireworks; dynamic search ... See more keywords