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Awesome Metaheuristic Algorithms

Purpose of this repository is to collect and archive metaheuristic algorithms and their applications in geophysics. Format of the lists is algorithm name (author, year) {most-cited implementation in geophysics}

Simulated annealing (Kirkpatrick, 1983) {MK Sen, PL Stoffa - Geophysics, 1991}
Ant colony optimization (Dorigo, 1992) {S Yuan, S Wang, N Tian - Applied Geophysics, 2009}
Particle swarm optimization (Kennedy, 1995) {R Shaw, S Srivastava - Geophysics, 2007}
Harmony search (Geem, 2001) {Ali Haydar Kayhan, et. al - Soil Dynamics and Earthquake Engineering, 2011}
Artificial bee colony (Karaboga, 2005) {Xianhai Song, et. al - Computers & Geosciences, 2015}
Bees algorithm (Pham, 2005) {X Song, et. al - Computers & Geosciences, 2015}
Glowworm swarm optimization (Krishnanand, 2005)
Shuffled frog leaping (Eusuff, 2006)
Cat Swarm Optimization (Chu, 2006)
Imperialist competitive (Atashpaz-Gargari, 2007)
River formation dynamics (Rabanal, 2007)
Intelligent water drops (Shah-Hosseini 2007)
Gravitational search (Rashedi, 2009)
Cuckoo search (Yang, 2009) {Hakim Saibi, Reza Toushmalani - Near Surface APC, 2015}
Bat algorithm (Yang, 2010) {Rashed Poormirzaee, at. al - J. of Environmental and Eng. Geophysics, 2019}
Spiral optimization (SPO) (Tamura, 2011)
Flower pollination (Yang, 2012)
Cuttlefish optimization (Eesa, 2013)
Heterogeneous Distributed Bees (Tkach, 2013)
Artificial swarm intelligence (Rosenberg, 2014)
Colliding bodies optimization (Kaveh, 2014)
Duelist Algorithm (Biyanto, 2016)
Harris hawks optimization (DeBruyne, 2016)
The Whale Optimization Algorithm (Mirjalili, 2016)
Emperor Penguins Colony (Dhiman, 2018)

Books

2005. J Dréo, et. al. Metaheuristics for Hard Optimization (link).
2008. Christian Blum, Maria Jose Blesa Aguilera, Andrea Roli, Michael Sampels. Hybrid Metaheuristics: An Emerging Approach to Optimization (link).
2009. El-Ghazali Talbi. Metaheuristics: from design to implementation (link).
2011. Sean Luke. Essentials of Metaheuristics (link).
2014. Xin-She Yang. Nature-Inspired Optimization Algorithms (link).
2016. Ke-Lin Du and M. N. S. Swamy. Search and Optimization by Metaheuristics: Techniques and Algorithms Inspired by Nature (link).
2018. Bastien Chopard, Marco Tomassini. An Introduction to Metaheuristics for Optimization (link).
2018. Teofilo F Gonzalez. Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Methologies and Traditional Applications, Volume 1 (link).
2018. Teofilo F Gonzalez. Handbook of Approximation Algorithms and Metaheuristics, Second Edition: Methologies and Traditional Applications, Volume 2 (link).
2019. Michel Gendreau and Jean-Yves Potvin. Handbook of Metaheuristics. Springer International Publishing (link).

Reference

Wikipedia: List of metaphor-based metaheuristics