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Solar Energy, ISSN 0038-092X, 05/2015, Volume 115, pp. 632 - 644
•We propose a new hybrid method named SVM–FFA to predict global solar radiation.•Support Vector Machine (SVM) is coupled with Firefly Algorithm (FFA).•The... 
Hybrid model | Support vector machine | Meteorological parameters | Firefly algorithm | Global solar radiation prediction | STAND-ALONE | REGRESSION | ENERGY & FUELS | PARAMETERS | PSO | ENERGY-SYSTEMS | ARTIFICIAL NEURAL-NETWORKS | IRRADIANCE | KERNEL | OPTIMIZATION | MEASURED METEOROLOGICAL DATA | Algorithms | Analysis | Machine learning | Radiation
Journal Article
International Journal of Bio-Inspired Computation, ISSN 1758-0366, 2013, Volume 5, Issue 3, pp. 141 - 149
Bat algorithm (BA) is a bio-inspired algorithm developed by Xin-She Yang in 2010 and BA has been found to be very efficient. As a result, the literature has... 
cuckoo search | WALK | nature-inspired algorithm | optimisation | PARTICLE SWARM OPTIMIZATION | bat algorithm | firefly algorithm | metaheuristics | COMPUTER SCIENCE, THEORY & METHODS | eagle strategy | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | algorithm
Journal Article
International Journal of Bio-Inspired Computation, ISSN 1758-0366, 2010, Volume 2, Issue 2, pp. 78 - 84
Modern optimisation algorithms are often metaheuristic, and they are very promising in solving NP-hard optimisation problems. In this paper, we show how to use... 
Design optimisation | Metaheuristic | Stochastic test function | PSO | Firefly algorithm | Particle swarm optimisation | metaheuristic | stochastic test function | particle swarm optimisation | COMPUTER SCIENCE, THEORY & METHODS | design optimisation | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
International Journal of Bio-Inspired Computation, ISSN 1758-0366, 2011, Volume 3, Issue 5, pp. 267 - 274
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 12/2013, Volume 40, Issue 18, pp. 7220 - 7230
•We use quaternions for the representation of individuals in firefly algorithm.•Quaternion representation enhance the performance of the firefly... 
Representation of individuals | Quaternions | Firefly algorithm | Optimization | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Mathematical analysis | Stagnation | Spacecraft | Fireflies | Representations | Expert systems
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 02/2016, Volume 44, pp. 168 - 176
•The proposed modified firefly algorithm gives more optimal solution than original FA.•The time complexity of the modified FA is also less as compared to... 
Fitness function | Firefly algorithm | Opposition based learning | Optimization | Modified firefly algorithm | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Learning | Searching | Heuristic methods | Fireflies | Expert systems | Convergence
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 12/2014, Volume 41, Issue 17, pp. 7858 - 7867
•In this paper, image watermarking is implemented using DWT–SVD domain.•The Firefly Algorithm is used to implement image watermarking for the first time.•We... 
Firefly Algorithm | Multiple scaling factors (MSFs) | Perceptible quality | Image watermarking | Robustness | Normalized cross-correlation | SCHEME | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Image quality | Heuristic methods | Watermarking | Images | Expert systems | Visual
Journal Article
Communications in Nonlinear Science and Numerical Simulation, ISSN 1007-5704, 01/2013, Volume 18, Issue 1, pp. 89 - 98
► Novel Chaotic Improved Firefly Algorithms (CFAs) are presented for global optimization. ► Twelve different chaotic maps are utilized to improve the... 
Chaos | Global optimization | Metaheuristic algorithm | Firefly algorithm | MATHEMATICS, APPLIED | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MECHANICS | PHYSICS, FLUIDS & PLASMAS | OPTIMIZATION ALGORITHMS | PHYSICS, MATHEMATICAL | Algorithms | Universities and colleges | Attraction | Maps | Chaos theory | Benchmarking | Fireflies | Optimization | Standards
Journal Article
Swarm and Evolutionary Computation, ISSN 2210-6502, 12/2013, Volume 13, pp. 34 - 46
Journal Article
Journal Article
PLoS ONE, ISSN 1932-6203, 09/2016, Volume 11, Issue 9, p. e0163230
Global optimization is challenging to solve due to its nonlinearity and multimodality. Traditional algorithms such as the gradient-based methods often struggle... 
DIFFERENTIAL EVOLUTION | PARTICLE SWARM OPTIMIZATION | MULTIDISCIPLINARY SCIENCES | Mathematical optimization | Models | Algorithms | Automation | Heuristic methods | Evolutionary algorithms | Optimization | Engineering | Global optimization | Researchers | Light | Evolution | Swarm intelligence | Fireflies | Random variables | Nonlinear systems | Heuristic
Journal Article
Neurocomputing, ISSN 0925-2312, 05/2017, Volume 240, pp. 152 - 174
Journal Article