Particle swarm optimization (English Wikipedia)

Coello Coello, C.; Salazar Lechuga, M. (2002). "MOPSO: A Proposal for Multiple Objective Particle Swarm Optimization". Congress on Evolutionary Computation (CEC'2002). pp. 1051–1056.

ahmetcevahircinar.com.tr (Global: low place; English: low place)

Kennedy, J. & Eberhart, R. C. (1997). A discrete binary version of the particle swarm algorithm, Conference on Systems, Man, and Cybernetics, Piscataway, NJ: IEEE Service Center, pp. 4104-4109

archives-ouvertes.fr (Global: 1,031^st place; English: 879^th place)

hal.archives-ouvertes.fr

Clerc, M. (2012). "Standard Particle Swarm Optimisation" (PDF). HAL Open Access Archive.
Clerc, M. (2005). Binary Particle Swarm Optimisers: toolbox, derivations, and mathematical insights, Open Archive HAL

arxiv.org (Global: 69^th place; English: 59^th place)

X. S. Yang, S. Deb and S. Fong, Accelerated particle swarm optimization and support vector machine for business optimization and applications, NDT 2011, Springer CCIS 136, pp. 53-66 (2011).

bee22.com (Global: low place; English: low place)

van den Bergh, F. (2001). An Analysis of Particle Swarm Optimizers (PDF) (PhD thesis). University of Pretoria, Faculty of Natural and Agricultural Science.

colorado.edu (Global: 2,526^th place; English: 1,796^th place)

leeds-faculty.colorado.edu

Yin, P., Glover, F., Laguna, M., & Zhu, J. (2011). A Complementary Cyber Swarm Algorithm. International Journal of Swarm Intelligence Research (IJSIR), 2(2), 22-41

csessex.ac.uk (Global: low place; English: low place)

Poli, R. (2007). "An analysis of publications on particle swarm optimisation applications" (PDF). Technical Report CSM-469. Archived from the original (PDF) on 2011-07-16. Retrieved 2010-05-03.

doi.org (Global: 2^nd place; English: 2^nd place)

Bonyadi, M. R.; Michalewicz, Z. (2017). "Particle swarm optimization for single objective continuous space problems: a review". Evolutionary Computation. 25 (1): 1–54. doi:10.1162/EVCO_r_00180. PMID 26953883. S2CID 8783143.
Kennedy, J.; Eberhart, R. (1995). "Particle Swarm Optimization". Proceedings of IEEE International Conference on Neural Networks. Vol. IV. pp. 1942–1948. doi:10.1109/ICNN.1995.488968.
Shi, Y.; Eberhart, R.C. (1998). "A modified particle swarm optimizer". Proceedings of IEEE International Conference on Evolutionary Computation. pp. 69–73. doi:10.1109/ICEC.1998.699146.
Kennedy, J. (1997). "The particle swarm: social adaptation of knowledge". Proceedings of IEEE International Conference on Evolutionary Computation. pp. 303–308. doi:10.1109/ICEC.1997.592326.
Poli, R. (2008). "Analysis of the publications on the applications of particle swarm optimisation" (PDF). Journal of Artificial Evolution and Applications. 2008 685175: 1–10. doi:10.1155/2008/685175.
Bratton, Daniel; Kennedy, James (2007). "Defining a Standard for Particle Swarm Optimization". 2007 IEEE Swarm Intelligence Symposium (PDF). pp. 120–127. doi:10.1109/SIS.2007.368035. ISBN 978-1-4244-0708-8. S2CID 6217309. Archived from the original (PDF) on 2016-01-27. Retrieved 2016-01-22.
Taherkhani, M.; Safabakhsh, R. (2016). "A novel stability-based adaptive inertia weight for particle swarm optimization". Applied Soft Computing. 38: 281–295. doi:10.1016/j.asoc.2015.10.004.
Clerc, M.; Kennedy, J. (2002). "The particle swarm - explosion, stability, and convergence in a multidimensional complex space". IEEE Transactions on Evolutionary Computation. 6 (1): 58–73. Bibcode:2002ITEC....6...58C. CiteSeerX 10.1.1.460.6608. doi:10.1109/4235.985692.
Trelea, I.C. (2003). "The Particle Swarm Optimization Algorithm: convergence analysis and parameter selection". Information Processing Letters. 85 (6): 317–325. doi:10.1016/S0020-0190(02)00447-7.
Bratton, D.; Blackwell, T. (2008). "A Simplified Recombinant PSO" (PDF). Journal of Artificial Evolution and Applications. 2008 654184: 1–10. doi:10.1155/2008/654184.
Meissner, M.; Schmuker, M.; Schneider, G. (2006). "Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training". BMC Bioinformatics. 7 (1): 125. Bibcode:2006BMCBi...7..125M. doi:10.1186/1471-2105-7-125. PMC 1464136. PMID 16529661.
Pedersen, M.E.H.; Chipperfield, A.J. (2010). "Simplifying particle swarm optimization". Applied Soft Computing. 10 (2): 618–628. CiteSeerX 10.1.1.149.8300. doi:10.1016/j.asoc.2009.08.029.
Mason, Karl; Duggan, Jim; Howley, Enda (2018). "A Meta Optimisation Analysis of Particle Swarm Optimisation Velocity Update Equations for Watershed Management Learning". Applied Soft Computing. 62: 148–161. doi:10.1016/j.asoc.2017.10.018.
Nobile, M.S; Cazzaniga, P.; Besozzi, D.; Colombo, R.; Mauri, G.; Pasi, G. (2018). "Fuzzy Self-Tuning PSO: a settings-free algorithm for global optimization". Swarm and Evolutionary Computation. 39: 70–85. doi:10.1016/j.swevo.2017.09.001. hdl:10446/106467.
Nobile, M.S; Pasi, G.; Cazzaniga, P.; Besozzi, D.; Colombo, R.; Mauri, G. (2015). "Proactive particles in swarm optimization: a self-tuning algorithm based on fuzzy logic". Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2015), Istanbul (Turkey). pp. 1–8. doi:10.1109/FUZZ-IEEE.2015.7337957.
Cazzaniga, P.; Nobile, M.S.; Besozzi, D. (2015). "The impact of particles initialization in PSO: parameter estimation as a case in point, (Canada)". Proceedings of IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology. doi:10.1109/CIBCB.2015.7300288.
Kennedy, J.; Mendes, R. (2002). "Population structure and particle swarm performance". Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600). Vol. 2. pp. 1671–1676 vol.2. CiteSeerX 10.1.1.114.7988. doi:10.1109/CEC.2002.1004493. ISBN 978-0-7803-7282-5. S2CID 14364974.
Oliveira, M.; Pinheiro, D.; Andrade, B.; Bastos-Filho, C.; Menezes, R. (2016). "Communication Diversity in Particle Swarm Optimizers". Swarm Intelligence. Lecture Notes in Computer Science. Vol. 9882. pp. 77–88. doi:10.1007/978-3-319-44427-7_7. ISBN 978-3-319-44426-0. S2CID 37588745.
Jian-Yu, Li (2021). "Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization". IEEE Transactions on Cybernetics. 51 (10): 4848–4859. Bibcode:2021ITCyb..51.4848L. doi:10.1109/TCYB.2020.3028070. PMID 33147159.
Cleghorn, Christopher W (2014). "Particle Swarm Convergence: Standardized Analysis and Topological Influence". Swarm Intelligence. Lecture Notes in Computer Science. Vol. 8667. pp. 134–145. doi:10.1007/978-3-319-09952-1_12. ISBN 978-3-319-09951-4.
Liu, Q (2015). "Order-2 stability analysis of particle swarm optimization". Evolutionary Computation. 23 (2): 187–216. doi:10.1162/EVCO_a_00129. PMID 24738856. S2CID 25471827.
Cleghorn, Christopher W.; Engelbrecht, Andries. (2018). "Particle Swarm Stability: A Theoretical Extension using the Non-Stagnate Distribution Assumption". Swarm Intelligence. 12 (1): 1–22. doi:10.1007/s11721-017-0141-x. hdl:2263/62934. S2CID 9778346.
Bonyadi, Mohammad reza.; Michalewicz, Z. (2014). "A locally convergent rotationally invariant particle swarm optimization algorithm" (PDF). Swarm Intelligence. 8 (3): 159–198. doi:10.1007/s11721-014-0095-1. S2CID 2261683.
Zhan, Z-H.; Zhang, J.; Li, Y; Shi, Y-H. (2011). "Orthogonal Learning Particle Swarm Optimization" (PDF). IEEE Transactions on Evolutionary Computation. 15 (6): 832–847. Bibcode:2011ITEC...15..832Z. doi:10.1109/TEVC.2010.2052054.
Zhan, Z-H.; Zhang, J.; Li, Y; Chung, H.S-H. (2009). "Adaptive Particle Swarm Optimization" (PDF). IEEE Transactions on Systems, Man, and Cybernetics. 39 (6): 1362–1381. Bibcode:2009ITSMB..39.1362Z. doi:10.1109/TSMCB.2009.2015956. PMID 19362911. S2CID 11191625.
Wang, Ye-Qun; Li, Jian-Yu; Chen, Chun-Hua; Zhang, Jun; Zhan, Zhi-Hui (September 2023). "Scale adaptive fitness evaluation-based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning". CAAI Transactions on Intelligence Technology. 8 (3): 849-862. doi:10.1049/cit2.12106.
Zambrano-Bigiarini, M.; Clerc, M.; Rojas, R. (2013). "Standard Particle Swarm Optimisation 2011 at CEC-2013: A baseline for future PSO improvements". 2013 IEEE Congress on Evolutionary Computation. Evolutionary Computation (CEC), 2013 IEEE Congress on. pp. 2337–2344. doi:10.1109/CEC.2013.6557848. ISBN 978-1-4799-0454-9. S2CID 206553432.
Yang, Q.; CHEN, W-N.; Deng, J-D.; Li, Y.; Gu, T.; Zhang, J. (2018). "A Level-based Learning Swarm Optimizer for Large Scale Optimization". IEEE Transactions on Evolutionary Computation. 22 (4): 578–594. Bibcode:2018ITEC...22..578Y. doi:10.1109/TEVC.2017.2743016.
Chen, T-Y.; Chen, W-N.; Wei, F-F.; Hu, X-M.; Zhang, J. (2024). "Multi-Agent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization". IEEE Transactions on Evolutionary Computation. 29 (4): 1. doi:10.1109/TEVC.2024.3380436.
Niknam, T.; Amiri, B. (2010). "An efficient hybrid approach based on PSO, ACO and k-means for cluster analysis". Applied Soft Computing. 10 (1): 183–197. doi:10.1016/j.asoc.2009.07.001.
Zhang, Y.; Wang, S. (2015). "Pathological Brain Detection in Magnetic Resonance Imaging Scanning by Wavelet Entropy and Hybridization of Biogeography-based Optimization and Particle Swarm Optimization". Progress in Electromagnetics Research. 152: 41–58. doi:10.2528/pier15040602.
Xinchao, Z. (2010). "A perturbed particle swarm algorithm for numerical optimization". Applied Soft Computing. 10 (1): 119–124. doi:10.1016/j.asoc.2009.06.010.
Cheung, N. J.; Ding, X.-M.; Shen, H.-B. (2013). "OptiFel: A Convergent Heterogeneous Particle Sarm Optimization Algorithm for Takagi-Sugeno Fuzzy Modeling". IEEE Transactions on Fuzzy Systems. 22 (4): 919–933. doi:10.1109/TFUZZ.2013.2278972. S2CID 27974467.
Nobile, M.; Besozzi, D.; Cazzaniga, P.; Mauri, G.; Pescini, D. (2012). "A GPU-Based Multi-Swarm PSO Method for Parameter Estimation in Stochastic Biological Systems Exploiting Discrete-Time Target Series". Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics. Lecture Notes in Computer Science. Vol. 7264. pp. 74–85. doi:10.1007/978-3-642-29066-4_7.
Tu, Z.; Lu, Y. (2004). "A robust stochastic genetic algorithm (StGA) for global numerical optimization". IEEE Transactions on Evolutionary Computation. 8 (5): 456–470. Bibcode:2004ITEC....8..456T. doi:10.1109/TEVC.2004.831258. S2CID 22382958.
Tu, Z.; Lu, Y. (2008). "Corrections to "A Robust Stochastic Genetic Algorithm (StGA) for Global Numerical Optimization"". IEEE Transactions on Evolutionary Computation. 12 (6): 781. Bibcode:2008ITEC...12..781T. doi:10.1109/TEVC.2008.926734. S2CID 2864886.
Kennedy, James (2003). "Bare bones particle swarms". Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706). pp. 80–87. doi:10.1109/SIS.2003.1202251. ISBN 0-7803-7914-4. S2CID 37185749.
Parsopoulos, K.; Vrahatis, M. (2002). "Particle swarm optimization method in multiobjective problems". Proceedings of the ACM Symposium on Applied Computing (SAC). pp. 603–607. doi:10.1145/508791.508907.
Mason, Karl; Duggan, Jim; Howley, Enda (2017). "Multi-objective dynamic economic emission dispatch using particle swarm optimisation variants". Neurocomputing. 270: 188–197. doi:10.1016/j.neucom.2017.03.086.
Jarboui, B.; Damak, N.; Siarry, P.; Rebai, A. (2008). "A combinatorial particle swarm optimization for solving multi-mode resource-constrained project scheduling problems". Applied Mathematics and Computation. 195: 299–308. doi:10.1016/j.amc.2007.04.096.
Chen, Wei-neng; Zhang, Jun (2010). "A novel set-based particle swarm optimization method for discrete optimization problem". IEEE Transactions on Evolutionary Computation. 14 (2): 278–300. Bibcode:2010ITEC...14..278C. CiteSeerX 10.1.1.224.5378. doi:10.1109/tevc.2009.2030331. S2CID 17984726.

georgeevers.org (Global: low place; English: low place)

Evers, G. (2009). An Automatic Regrouping Mechanism to Deal with Stagnation in Particle Swarm Optimization. The University of Texas - Pan American, Department of Electrical Engineering. Archived from the original (Master's thesis) on 2011-05-18. Retrieved 2010-05-05.

gla.ac.uk (Global: 2,948^th place; English: 1,879^th place)

eprints.gla.ac.uk

Zhan, Z-H.; Zhang, J.; Li, Y; Shi, Y-H. (2011). "Orthogonal Learning Particle Swarm Optimization" (PDF). IEEE Transactions on Evolutionary Computation. 15 (6): 832–847. Bibcode:2011ITEC...15..832Z. doi:10.1109/TEVC.2010.2052054.
Zhan, Z-H.; Zhang, J.; Li, Y; Chung, H.S-H. (2009). "Adaptive Particle Swarm Optimization" (PDF). IEEE Transactions on Systems, Man, and Cybernetics. 39 (6): 1362–1381. Bibcode:2009ITSMB..39.1362Z. doi:10.1109/TSMCB.2009.2015956. PMID 19362911. S2CID 11191625.

handle.net (Global: 102^nd place; English: 76^th place)

hdl.handle.net

Nobile, M.S; Cazzaniga, P.; Besozzi, D.; Colombo, R.; Mauri, G.; Pasi, G. (2018). "Fuzzy Self-Tuning PSO: a settings-free algorithm for global optimization". Swarm and Evolutionary Computation. 39: 70–85. doi:10.1016/j.swevo.2017.09.001. hdl:10446/106467.
Cleghorn, Christopher W.; Engelbrecht, Andries. (2018). "Particle Swarm Stability: A Theoretical Extension using the Non-Stagnate Distribution Assumption". Swarm Intelligence. 12 (1): 1–22. doi:10.1007/s11721-017-0141-x. hdl:2263/62934. S2CID 9778346.

harvard.edu (Global: 18^th place; English: 17^th place)

ui.adsabs.harvard.edu

Clerc, M.; Kennedy, J. (2002). "The particle swarm - explosion, stability, and convergence in a multidimensional complex space". IEEE Transactions on Evolutionary Computation. 6 (1): 58–73. Bibcode:2002ITEC....6...58C. CiteSeerX 10.1.1.460.6608. doi:10.1109/4235.985692.
Meissner, M.; Schmuker, M.; Schneider, G. (2006). "Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training". BMC Bioinformatics. 7 (1): 125. Bibcode:2006BMCBi...7..125M. doi:10.1186/1471-2105-7-125. PMC 1464136. PMID 16529661.
Jian-Yu, Li (2021). "Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization". IEEE Transactions on Cybernetics. 51 (10): 4848–4859. Bibcode:2021ITCyb..51.4848L. doi:10.1109/TCYB.2020.3028070. PMID 33147159.
Zhan, Z-H.; Zhang, J.; Li, Y; Shi, Y-H. (2011). "Orthogonal Learning Particle Swarm Optimization" (PDF). IEEE Transactions on Evolutionary Computation. 15 (6): 832–847. Bibcode:2011ITEC...15..832Z. doi:10.1109/TEVC.2010.2052054.
Zhan, Z-H.; Zhang, J.; Li, Y; Chung, H.S-H. (2009). "Adaptive Particle Swarm Optimization" (PDF). IEEE Transactions on Systems, Man, and Cybernetics. 39 (6): 1362–1381. Bibcode:2009ITSMB..39.1362Z. doi:10.1109/TSMCB.2009.2015956. PMID 19362911. S2CID 11191625.
Yang, Q.; CHEN, W-N.; Deng, J-D.; Li, Y.; Gu, T.; Zhang, J. (2018). "A Level-based Learning Swarm Optimizer for Large Scale Optimization". IEEE Transactions on Evolutionary Computation. 22 (4): 578–594. Bibcode:2018ITEC...22..578Y. doi:10.1109/TEVC.2017.2743016.
Tu, Z.; Lu, Y. (2004). "A robust stochastic genetic algorithm (StGA) for global numerical optimization". IEEE Transactions on Evolutionary Computation. 8 (5): 456–470. Bibcode:2004ITEC....8..456T. doi:10.1109/TEVC.2004.831258. S2CID 22382958.
Tu, Z.; Lu, Y. (2008). "Corrections to "A Robust Stochastic Genetic Algorithm (StGA) for Global Numerical Optimization"". IEEE Transactions on Evolutionary Computation. 12 (6): 781. Bibcode:2008ITEC...12..781T. doi:10.1109/TEVC.2008.926734. S2CID 2864886.
Chen, Wei-neng; Zhang, Jun (2010). "A novel set-based particle swarm optimization method for discrete optimization problem". IEEE Transactions on Evolutionary Computation. 14 (2): 278–300. Bibcode:2010ITEC...14..278C. CiteSeerX 10.1.1.224.5378. doi:10.1109/tevc.2009.2030331. S2CID 17984726.

hindawi.com (Global: 6,828^th place; English: low place)

downloads.hindawi.com

Poli, R. (2008). "Analysis of the publications on the applications of particle swarm optimisation" (PDF). Journal of Artificial Evolution and Applications. 2008 685175: 1–10. doi:10.1155/2008/685175.
Bratton, D.; Blackwell, T. (2008). "A Simplified Recombinant PSO" (PDF). Journal of Artificial Evolution and Applications. 2008 654184: 1–10. doi:10.1155/2008/654184.

hindawi.com

Zhang, Y. (2015). "A Comprehensive Survey on Particle Swarm Optimization Algorithm and Its Applications". Mathematical Problems in Engineering. 2015: 931256.

huntingdon.edu (Global: low place; English: low place)

antho.huntingdon.edu

Carlisle, A.; Dozier, G. (2001). "An Off-The-Shelf PSO" (PDF). Proceedings of the Particle Swarm Optimization Workshop. pp. 1–6. Archived from the original (PDF) on 2003-05-03.

ieee.org (Global: 652^nd place; English: 515^th place)

ieeexplore.ieee.org

Suganthan, Ponnuthurai N. "Particle swarm optimiser with neighbourhood operator." Evolutionary Computation, 1999. CEC 99. Proceedings of the 1999 Congress on. Vol. 3. IEEE, 1999.

inesctec.pt (Global: low place; English: low place)

repositorio.inesctec.pt

Miranda, V., Keko, H. and Duque, Á. J. (2008). Stochastic Star Communication Topology in Evolutionary Particle Swarms (EPSO). International Journal of Computational Intelligence Research (IJCIR), Volume 4, Number 2, pp. 105-116

ksu.edu (Global: low place; English: low place)

people.cis.ksu.edu

Elshamy, W.; Rashad, H.; Bahgat, A. (2007). "Clubs-based Particle Swarm Optimization" (PDF). IEEE Swarm Intelligence Symposium 2007 (SIS2007). Honolulu, HI. pp. 289–296. Archived from the original (PDF) on 2013-10-23. Retrieved 2012-04-27.

lovbjerghome.dk (Global: low place; English: low place)

Lovbjerg, M.; Krink, T. (2002). "The LifeCycle Model: combining particle swarm optimisation, genetic algorithms and hillclimbers" (PDF). Proceedings of Parallel Problem Solving from Nature VII (PPSN). pp. 621–630.
Lovbjerg, M.; Krink, T. (2002). "Extending Particle Swarm Optimisers with Self-Organized Criticality" (PDF). Proceedings of the Fourth Congress on Evolutionary Computation (CEC). Vol. 2. pp. 1588–1593.

mathworks.com (Global: 6,214^th place; English: 4,509^th place)

"Search Results: APSO - File Exchange - MATLAB Central".

nih.gov (Global: 4^th place; English: 4^th place)

pubmed.ncbi.nlm.nih.gov

Bonyadi, M. R.; Michalewicz, Z. (2017). "Particle swarm optimization for single objective continuous space problems: a review". Evolutionary Computation. 25 (1): 1–54. doi:10.1162/EVCO_r_00180. PMID 26953883. S2CID 8783143.
Meissner, M.; Schmuker, M.; Schneider, G. (2006). "Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training". BMC Bioinformatics. 7 (1): 125. Bibcode:2006BMCBi...7..125M. doi:10.1186/1471-2105-7-125. PMC 1464136. PMID 16529661.
Jian-Yu, Li (2021). "Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization". IEEE Transactions on Cybernetics. 51 (10): 4848–4859. Bibcode:2021ITCyb..51.4848L. doi:10.1109/TCYB.2020.3028070. PMID 33147159.
Liu, Q (2015). "Order-2 stability analysis of particle swarm optimization". Evolutionary Computation. 23 (2): 187–216. doi:10.1162/EVCO_a_00129. PMID 24738856. S2CID 25471827.
Zhan, Z-H.; Zhang, J.; Li, Y; Chung, H.S-H. (2009). "Adaptive Particle Swarm Optimization" (PDF). IEEE Transactions on Systems, Man, and Cybernetics. 39 (6): 1362–1381. Bibcode:2009ITSMB..39.1362Z. doi:10.1109/TSMCB.2009.2015956. PMID 19362911. S2CID 11191625.

ncbi.nlm.nih.gov

Meissner, M.; Schmuker, M.; Schneider, G. (2006). "Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training". BMC Bioinformatics. 7 (1): 125. Bibcode:2006BMCBi...7..125M. doi:10.1186/1471-2105-7-125. PMC 1464136. PMID 16529661.

particleswarm.info (Global: low place; English: low place)

SPSO Particle Swarm Central

pku.edu.cn (Global: low place; English: low place)

cil.pku.edu.cn

Bratton, Daniel; Kennedy, James (2007). "Defining a Standard for Particle Swarm Optimization". 2007 IEEE Swarm Intelligence Symposium (PDF). pp. 120–127. doi:10.1109/SIS.2007.368035. ISBN 978-1-4244-0708-8. S2CID 6217309. Archived from the original (PDF) on 2016-01-27. Retrieved 2016-01-22.

psu.edu (Global: 207^th place; English: 136^th place)

citeseerx.ist.psu.edu

Clerc, M.; Kennedy, J. (2002). "The particle swarm - explosion, stability, and convergence in a multidimensional complex space". IEEE Transactions on Evolutionary Computation. 6 (1): 58–73. Bibcode:2002ITEC....6...58C. CiteSeerX 10.1.1.460.6608. doi:10.1109/4235.985692.
Pedersen, M.E.H.; Chipperfield, A.J. (2010). "Simplifying particle swarm optimization". Applied Soft Computing. 10 (2): 618–628. CiteSeerX 10.1.1.149.8300. doi:10.1016/j.asoc.2009.08.029.
Pedersen, M.E.H. (2010). "Good parameters for particle swarm optimization". Technical Report HL1001. CiteSeerX 10.1.1.298.4359.
Kennedy, J.; Mendes, R. (2002). "Population structure and particle swarm performance". Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600). Vol. 2. pp. 1671–1676 vol.2. CiteSeerX 10.1.1.114.7988. doi:10.1109/CEC.2002.1004493. ISBN 978-0-7803-7282-5. S2CID 14364974.
Chen, Wei-neng; Zhang, Jun (2010). "A novel set-based particle swarm optimization method for discrete optimization problem". IEEE Transactions on Evolutionary Computation. 14 (2): 278–300. Bibcode:2010ITEC...14..278C. CiteSeerX 10.1.1.224.5378. doi:10.1109/tevc.2009.2030331. S2CID 17984726.

researchgate.net (Global: 120^th place; English: 125^th place)

Eberhart, R.C.; Shi, Y. (2000). "Comparing inertia weights and constriction factors in particle swarm optimization". Proceedings of the Congress on Evolutionary Computation. Vol. 1. pp. 84–88.

semanticscholar.org (Global: 11^th place; English: 8^th place)

api.semanticscholar.org

Bonyadi, M. R.; Michalewicz, Z. (2017). "Particle swarm optimization for single objective continuous space problems: a review". Evolutionary Computation. 25 (1): 1–54. doi:10.1162/EVCO_r_00180. PMID 26953883. S2CID 8783143.
Bratton, Daniel; Kennedy, James (2007). "Defining a Standard for Particle Swarm Optimization". 2007 IEEE Swarm Intelligence Symposium (PDF). pp. 120–127. doi:10.1109/SIS.2007.368035. ISBN 978-1-4244-0708-8. S2CID 6217309. Archived from the original (PDF) on 2016-01-27. Retrieved 2016-01-22.
Pedersen, M.E.H. (2010). Tuning & Simplifying Heuristical Optimization (PDF). University of Southampton, School of Engineering Sciences, Computational Engineering and Design Group. S2CID 107805461. Archived from the original (PhD thesis) on 2020-02-13.
Kennedy, J.; Mendes, R. (2002). "Population structure and particle swarm performance". Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600). Vol. 2. pp. 1671–1676 vol.2. CiteSeerX 10.1.1.114.7988. doi:10.1109/CEC.2002.1004493. ISBN 978-0-7803-7282-5. S2CID 14364974.
Oliveira, M.; Pinheiro, D.; Andrade, B.; Bastos-Filho, C.; Menezes, R. (2016). "Communication Diversity in Particle Swarm Optimizers". Swarm Intelligence. Lecture Notes in Computer Science. Vol. 9882. pp. 77–88. doi:10.1007/978-3-319-44427-7_7. ISBN 978-3-319-44426-0. S2CID 37588745.
Liu, Q (2015). "Order-2 stability analysis of particle swarm optimization". Evolutionary Computation. 23 (2): 187–216. doi:10.1162/EVCO_a_00129. PMID 24738856. S2CID 25471827.
Cleghorn, Christopher W.; Engelbrecht, Andries. (2018). "Particle Swarm Stability: A Theoretical Extension using the Non-Stagnate Distribution Assumption". Swarm Intelligence. 12 (1): 1–22. doi:10.1007/s11721-017-0141-x. hdl:2263/62934. S2CID 9778346.
Bonyadi, Mohammad reza.; Michalewicz, Z. (2014). "A locally convergent rotationally invariant particle swarm optimization algorithm" (PDF). Swarm Intelligence. 8 (3): 159–198. doi:10.1007/s11721-014-0095-1. S2CID 2261683.
Zhan, Z-H.; Zhang, J.; Li, Y; Chung, H.S-H. (2009). "Adaptive Particle Swarm Optimization" (PDF). IEEE Transactions on Systems, Man, and Cybernetics. 39 (6): 1362–1381. Bibcode:2009ITSMB..39.1362Z. doi:10.1109/TSMCB.2009.2015956. PMID 19362911. S2CID 11191625.
Zambrano-Bigiarini, M.; Clerc, M.; Rojas, R. (2013). "Standard Particle Swarm Optimisation 2011 at CEC-2013: A baseline for future PSO improvements". 2013 IEEE Congress on Evolutionary Computation. Evolutionary Computation (CEC), 2013 IEEE Congress on. pp. 2337–2344. doi:10.1109/CEC.2013.6557848. ISBN 978-1-4799-0454-9. S2CID 206553432.
Cheung, N. J.; Ding, X.-M.; Shen, H.-B. (2013). "OptiFel: A Convergent Heterogeneous Particle Sarm Optimization Algorithm for Takagi-Sugeno Fuzzy Modeling". IEEE Transactions on Fuzzy Systems. 22 (4): 919–933. doi:10.1109/TFUZZ.2013.2278972. S2CID 27974467.
Tu, Z.; Lu, Y. (2004). "A robust stochastic genetic algorithm (StGA) for global numerical optimization". IEEE Transactions on Evolutionary Computation. 8 (5): 456–470. Bibcode:2004ITEC....8..456T. doi:10.1109/TEVC.2004.831258. S2CID 22382958.
Tu, Z.; Lu, Y. (2008). "Corrections to "A Robust Stochastic Genetic Algorithm (StGA) for Global Numerical Optimization"". IEEE Transactions on Evolutionary Computation. 12 (6): 781. Bibcode:2008ITEC...12..781T. doi:10.1109/TEVC.2008.926734. S2CID 2864886.
Kennedy, James (2003). "Bare bones particle swarms". Proceedings of the 2003 IEEE Swarm Intelligence Symposium. SIS'03 (Cat. No.03EX706). pp. 80–87. doi:10.1109/SIS.2003.1202251. ISBN 0-7803-7914-4. S2CID 37185749.
Chen, Wei-neng; Zhang, Jun (2010). "A novel set-based particle swarm optimization method for discrete optimization problem". IEEE Transactions on Evolutionary Computation. 14 (2): 278–300. Bibcode:2010ITEC...14..278C. CiteSeerX 10.1.1.224.5378. doi:10.1109/tevc.2009.2030331. S2CID 17984726.

pdfs.semanticscholar.org

Pedersen, M.E.H. (2010). Tuning & Simplifying Heuristical Optimization (PDF). University of Southampton, School of Engineering Sciences, Computational Engineering and Design Group. S2CID 107805461. Archived from the original (PhD thesis) on 2020-02-13.
Mendes, R. (2004). Population Topologies and Their Influence in Particle Swarm Performance^{[permanent dead link]} (PhD thesis). Universidade do Minho.

springer.com (Global: 274^th place; English: 309^th place)

link.springer.com

Almasi, O. N. and Khooban, M. H. (2017). A parsimonious SVM model selection criterion for classification of real-world data sets via an adaptive population-based algorithm. Neural Computing and Applications, 1-9. https://doi.org/10.1007/s00521-017-2930-y
Clerc, M. (2004). Discrete Particle Swarm Optimization, illustrated by the Traveling Salesman Problem, New Optimization Techniques in Engineering, Springer, pp. 219-239

up.ac.za (Global: 7,651^st place; English: 4,924^th place)

repository.up.ac.za

Van den Bergh, F. "A convergence proof for the particle swarm optimizer" (PDF). Fundamenta Informaticae.

uq.edu.au (Global: 3,558^th place; English: 2,403^rd place)

espace.library.uq.edu.au

Bonyadi, Mohammad reza.; Michalewicz, Z. (2014). "A locally convergent rotationally invariant particle swarm optimization algorithm" (PDF). Swarm Intelligence. 8 (3): 159–198. doi:10.1007/s11721-014-0095-1. S2CID 2261683.

web.archive.org (Global: 1^st place; English: 1^st place)

Poli, R. (2007). "An analysis of publications on particle swarm optimisation applications" (PDF). Technical Report CSM-469. Archived from the original (PDF) on 2011-07-16. Retrieved 2010-05-03.
Bratton, Daniel; Kennedy, James (2007). "Defining a Standard for Particle Swarm Optimization". 2007 IEEE Swarm Intelligence Symposium (PDF). pp. 120–127. doi:10.1109/SIS.2007.368035. ISBN 978-1-4244-0708-8. S2CID 6217309. Archived from the original (PDF) on 2016-01-27. Retrieved 2016-01-22.
Carlisle, A.; Dozier, G. (2001). "An Off-The-Shelf PSO" (PDF). Proceedings of the Particle Swarm Optimization Workshop. pp. 1–6. Archived from the original (PDF) on 2003-05-03.
Evers, G. (2009). An Automatic Regrouping Mechanism to Deal with Stagnation in Particle Swarm Optimization. The University of Texas - Pan American, Department of Electrical Engineering. Archived from the original (Master's thesis) on 2011-05-18. Retrieved 2010-05-05.
Pedersen, M.E.H. (2010). Tuning & Simplifying Heuristical Optimization (PDF). University of Southampton, School of Engineering Sciences, Computational Engineering and Design Group. S2CID 107805461. Archived from the original (PhD thesis) on 2020-02-13.
Elshamy, W.; Rashad, H.; Bahgat, A. (2007). "Clubs-based Particle Swarm Optimization" (PDF). IEEE Swarm Intelligence Symposium 2007 (SIS2007). Honolulu, HI. pp. 289–296. Archived from the original (PDF) on 2013-10-23. Retrieved 2012-04-27.
Roy, R., Dehuri, S., & Cho, S. B. (2012). A Novel Particle Swarm Optimization Algorithm for Multi-Objective Combinatorial Optimization Problem Archived 2022-01-20 at the Wayback Machine. 'International Journal of Applied Metaheuristic Computing (IJAMC)', 2(4), 41-57

wiomax.com (Global: low place; English: low place)

Zhang, Wen-Jun; Xie, Xiao-Feng (2003). DEPSO: hybrid particle swarm with differential evolution operator. IEEE International Conference on Systems, Man, and Cybernetics (SMCC), Washington, DC, USA: 3816-3821.
Xie, Xiao-Feng; Zhang, Wen-Jun; Yang, Zhi-Lian (2002). A dissipative particle swarm optimization. Congress on Evolutionary Computation (CEC), Honolulu, HI, USA: 1456-1461.

yonsei.ac.kr (Global: low place; English: low place)

sclab.yonsei.ac.kr

Roy, R., Dehuri, S., & Cho, S. B. (2012). A Novel Particle Swarm Optimization Algorithm for Multi-Objective Combinatorial Optimization Problem Archived 2022-01-20 at the Wayback Machine. 'International Journal of Applied Metaheuristic Computing (IJAMC)', 2(4), 41-57

Particle swarm optimization (English Wikipedia)

acm.org (Global: 1,185th place; English: 840th place)

portal.acm.org

ahmetcevahircinar.com.tr (Global: low place; English: low place)

archives-ouvertes.fr (Global: 1,031st place; English: 879th place)

hal.archives-ouvertes.fr

arxiv.org (Global: 69th place; English: 59th place)

bee22.com (Global: low place; English: low place)

colorado.edu (Global: 2,526th place; English: 1,796th place)

leeds-faculty.colorado.edu

csessex.ac.uk (Global: low place; English: low place)

doi.org (Global: 2nd place; English: 2nd place)

georgeevers.org (Global: low place; English: low place)

gla.ac.uk (Global: 2,948th place; English: 1,879th place)

eprints.gla.ac.uk

handle.net (Global: 102nd place; English: 76th place)

hdl.handle.net

harvard.edu (Global: 18th place; English: 17th place)

ui.adsabs.harvard.edu

hindawi.com (Global: 6,828th place; English: low place)

downloads.hindawi.com

hindawi.com

huntingdon.edu (Global: low place; English: low place)

antho.huntingdon.edu

ieee.org (Global: 652nd place; English: 515th place)

ieeexplore.ieee.org

inesctec.pt (Global: low place; English: low place)

repositorio.inesctec.pt

ksu.edu (Global: low place; English: low place)

people.cis.ksu.edu

lovbjerghome.dk (Global: low place; English: low place)

mathworks.com (Global: 6,214th place; English: 4,509th place)

nih.gov (Global: 4th place; English: 4th place)

pubmed.ncbi.nlm.nih.gov

ncbi.nlm.nih.gov

particleswarm.info (Global: low place; English: low place)

pku.edu.cn (Global: low place; English: low place)

cil.pku.edu.cn

psu.edu (Global: 207th place; English: 136th place)

citeseerx.ist.psu.edu

researchgate.net (Global: 120th place; English: 125th place)

semanticscholar.org (Global: 11th place; English: 8th place)

api.semanticscholar.org

pdfs.semanticscholar.org

springer.com (Global: 274th place; English: 309th place)

link.springer.com

up.ac.za (Global: 7,651st place; English: 4,924th place)

repository.up.ac.za

uq.edu.au (Global: 3,558th place; English: 2,403rd place)

espace.library.uq.edu.au

web.archive.org (Global: 1st place; English: 1st place)

wiomax.com (Global: low place; English: low place)

yonsei.ac.kr (Global: low place; English: low place)

sclab.yonsei.ac.kr

acm.org (Global: 1,185^th place; English: 840^th place)

archives-ouvertes.fr (Global: 1,031^st place; English: 879^th place)

arxiv.org (Global: 69^th place; English: 59^th place)

colorado.edu (Global: 2,526^th place; English: 1,796^th place)

doi.org (Global: 2^nd place; English: 2^nd place)

gla.ac.uk (Global: 2,948^th place; English: 1,879^th place)

handle.net (Global: 102^nd place; English: 76^th place)

harvard.edu (Global: 18^th place; English: 17^th place)

hindawi.com (Global: 6,828^th place; English: low place)

ieee.org (Global: 652^nd place; English: 515^th place)

mathworks.com (Global: 6,214^th place; English: 4,509^th place)

nih.gov (Global: 4^th place; English: 4^th place)

psu.edu (Global: 207^th place; English: 136^th place)

researchgate.net (Global: 120^th place; English: 125^th place)

semanticscholar.org (Global: 11^th place; English: 8^th place)

springer.com (Global: 274^th place; English: 309^th place)

up.ac.za (Global: 7,651^st place; English: 4,924^th place)

uq.edu.au (Global: 3,558^th place; English: 2,403^rd place)

web.archive.org (Global: 1^st place; English: 1^st place)