A survey on GPU-based implementation of swarm intelligence algorithms

Y Tan, K Ding - IEEE transactions on cybernetics, 2015 - ieeexplore.ieee.org
Inspired by the collective behavior of natural swarm, swarm intelligence algorithms (SIAs)
have been developed and widely used for solving optimization problems. When applied to …

A comprehensive review of the fireworks algorithm

J Li, Y Tan - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
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 …

ESA: a hybrid bio-inspired metaheuristic optimization approach for engineering problems

G Dhiman - Engineering with Computers, 2021 - Springer
In this paper, a hybrid bio-inspired metaheuristic optimization approach namely emperor
penguin and salp swarm algorithm (ESA) is proposed. This algorithm imitates the huddling …

Dynamic search in fireworks algorithm

S Zheng, A Janecek, J Li, Y Tan - 2014 IEEE Congress on …, 2014 - ieeexplore.ieee.org
We propose an improved version of the recently developed Enhanced Fireworks Algorithm
(EFWA) based on an adaptive dynamic local search mechanism. In EFWA, the explosion …

[HTML][HTML] 烟花算法研究进展

谭营, 郑少秋 - 2014 - html.rhhz.net
烟花算法由于具有很强的优化问题求解的能力, 近年来逐渐受到研究者的广泛关注.
对现有烟花算法的研究工作进行了全面总结, 主要包括烟花算法提出的背景 …

Adaptive fireworks algorithm

J Li, S Zheng, Y Tan - 2014 IEEE Congress on evolutionary …, 2014 - ieeexplore.ieee.org
In this paper, firstly, the amplitude used in the Enhanced Fireworks Algorithm (EFWA) is
analyzed and its lack of adaptability is revealed, and then the adaptive amplitude method is …

The bare bones fireworks algorithm: A minimalist global optimizer

J Li, Y Tan - Applied Soft Computing, 2018 - Elsevier
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 …

A cooperative framework for fireworks algorithm

S Zheng, J Li, A Janecek, Y Tan - IEEE/ACM transactions on …, 2015 - ieeexplore.ieee.org
This paper presents a cooperative framework for fireworks algorithm (CoFFWA). A detailed
analysis of existing fireworks algorithm (FWA) and its recently developed variants has …

Introduction to fireworks algorithm

Y Tan, C Yu, S Zheng, K Ding - International Journal of Swarm …, 2013 - igi-global.com
Inspired by fireworks explosion at night, conventional fireworks algorithm (FWA) was
developed in 2010. Since then, several improvements and applications were proposed to …

Fireworks algorithm applied to constrained portfolio optimization problem

N Bacanin, M Tuba - 2015 IEEE Congress on evolutionary …, 2015 - ieeexplore.ieee.org
This paper presents implementation of the fireworks algorithm for portfolio optimization
problem with constraints. Fireworks algorithm is a relatively new nature-inspired meta …