A comprehensive review of the fireworks algorithm
The fireworks algorithm, which is inspired from the phenomenon of fireworks explosion, is a
special kind of swarm intelligence algorithm proposed in 2010. Since then, it has been …
special kind of swarm intelligence algorithm proposed in 2010. Since then, it has been …
Particle swarm optimizer with crossover operation
Y Chen, L Li, J Xiao, Y Yang, J Liang, T Li - Engineering Applications of …, 2018 - Elsevier
A particle swarm optimization algorithm with crossover operation (PSOCO) is proposed. In
the proposed PSOCO, two different crossover operations are employed in order to breed …
the proposed PSOCO, two different crossover operations are employed in order to breed …
A hybrid whale optimization algorithm based on modified differential evolution for global optimization problems
J Luo, B Shi - Applied Intelligence, 2019 - Springer
Whale optimization algorithm (WOA) is a biological-inspired optimization algorithm with the
advantage of global optimization ability, less control parameters and easy implementation. It …
advantage of global optimization ability, less control parameters and easy implementation. It …
A novel multiobjective fireworks algorithm and its applications to imbalanced distance minimization problems
Recently, multimodal multiobjective optimization problems (MMOPs) have received
increasing attention. Their goal is to find a Pareto front and as many equivalent Pareto …
increasing attention. Their goal is to find a Pareto front and as many equivalent Pareto …
The effect of information utilization: Introducing a novel guiding spark in the fireworks algorithm
The fireworks algorithm (FWA) is a competitive swarm intelligence algorithm which has been
shown to be very useful in many applications. In this paper, a novel guiding spark (GS) is …
shown to be very useful in many applications. In this paper, a novel guiding spark (GS) is …
The bare bones fireworks algorithm: A minimalist global optimizer
The fireworks algorithm is a newly proposed swarm algorithm for global optimization, which
adopts a novel manner of search called explosion. In this paper, we introduce a simplified …
adopts a novel manner of search called explosion. In this paper, we introduce a simplified …
Loser-out tournament-based fireworks algorithm for multimodal function optimization
Real-world optimization problems are usually multimodal which require optimization
algorithms to keep a balance between exploration and exploitation. Therefore, multimodal …
algorithms to keep a balance between exploration and exploitation. Therefore, multimodal …
Integration of renewable energy sources in dynamic economic load dispatch problem using an improved fireworks algorithm
In electrical power system, economic load dispatch is a generic operation for optimal sharing
of generation units to meet the system load. With the rapid development of the renewable …
of generation units to meet the system load. With the rapid development of the renewable …
A cooperative framework for fireworks algorithm
This paper presents a cooperative framework for fireworks algorithm (CoFFWA). A detailed
analysis of existing fireworks algorithm (FWA) and its recently developed variants has …
analysis of existing fireworks algorithm (FWA) and its recently developed variants has …