Clerc, Maurice, Iterative optimisation - When a best algorithm does exist and other frustrating theorems, 2021. https://hal.archives-ouvertes.fr/hal-03230263 |
Clerc, Maurice, MAMSO (Multi-agents multi strategies optimiser), 2021, https://hal.archives-ouvertes.fr/hal-03150719 |
Clerc, Maurice, A general quantum method to solve the graph K-colouring problem, 2020. https://hal.archives-ouvertes.fr/hal-02891847 |
Clerc, Maurice. Iterative Optimizers -
Difficulty Measures and Benchmarks. Wiley, 2019. http://www.iste.co.uk/book.php?id=1477.
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Clerc, Maurice. Optimiseurs itératifs -
Mesures de difficulté et jeux d’essai. Informatique. ISTE
(International Scientific and Technical Encyclopedia), 2019. https://iste-editions.fr/products/optimiseurs-iteratifs.
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Li, Xiaodong, and Maurice Clerc. Swarm Intelligence, in Handbook of Metaheuristics. Edited by Michel Gendreau and Jean-Yves Potvin. 3rd ed. International Series in Operations Research & Management Science. Springer International Publishing, 2019./9783319910857. |
Clerc, Maurice, "Iterative Optimisation: the Questionable Balance Mantra", Open access archive HAL, December 2018. |
Clerc, Maurice. “Total
Memory Optimiser: Proof of Concept and Compromises.”
International Journal of Swarm Intelligence 3, no. 2/3 (2017). |
Omran, Mahamed G. H., and Maurice Clerc. “APS
9: An Improved Adaptive Population-Based Simplex Method for
Real-World Engineering Optimization Problems.” Applied
Intelligence, August 30, 2017, 1–13.
doi:10.1007/s10489-017-1015-z.
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Clerc, Maurice. "Particle Swarms", in Metaheuristics, Patrick Siarry Editor, Springer, 2016, 203-228 |
Omran, Mahamed G. H., and Maurice Clerc. “An Adaptive Population-Based Simplex Method for Continuous Optimization.” International Journal of Swarm Intelligence Research 7, no. 4 (2016): 22–49. |
Clerc, Maurice. Guided Randomness in
Optimization. ISTE (International Scientific and Technical
Encyclopedia), Wiley, 2015.
http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1848218052.html |
Clerc, Maurice. L’aléatoire
Contrôlé en Optimisation. ISTE (International Scientific
and Technical Encyclopedia), 2015. http://iste-editions.fr/products/l-aleatoire-controle-en-optimisation
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Clerc, Maurice. “Simple
Generators for List-Based Optimisers”, Open access archive
HAL, June 2014.
|
Clerc, Maurice. “List-Based
Optimisers:: Experiments and Open Questions.” International
Journal of Swarm Intelligence Research 4, no. 4 (34 2013): 23–38.
doi:10.4018/ijsir.2013100102 |
Simon, Dan, Mahamed G. H. Omran, and
Maurice Clerc. “Linearized
Biogeography-Based Optimization with Re-Initialization and Local
Search.” Information Sciences 267 (mai 2014): 140–157.
doi:10.1016/j.ins.2013.12.048. |
Bansal, Jagdish Chand, Harish Sharma,
Shimpi Singh Jadon, and Maurice Clerc. “Spider
Monkey Optimization Algorithm for Numerical Optimization.”
Memetic Computing 6, no. 1 (March 1, 2014): 31–47.
doi:10.1007/s12293-013-0128-0. |
Clerc, M., List Based Optimisers - Experiments and Open Questions, Open access archive HAL, 2013 |
Zambrano-Bigiarini, M.; Rojas, R.
& Clerc, M., Standard Particle Swarm Optimisation 2011 at
CEC-2013: A baseline for future PSO improvements Congress on
Evolutionary Computation (CEC), 2013 |
Omran, M. G. H.; al Sharhan, S.; Salman, A. & Clerc, M., Studying the effect of using low-discrepancy sequences to initialize population-based optimization algorithms, Computational Optimization and Applications, October 2013, Volume 56, Issue 2, pp 457-480 |
Clerc. M., Cooperation
Mechanisms in Particle Swarm Optimisation, Open access archive
HAL, 2013 |
Clerc, M., Standard
Particle Swarm Optimisation, Open access archive HAL, 2012 |
Clerc, M., List
Based PSO for Real Problems, Open access archive HAL, 2012 |
Clerc, M., Randomness
Matters, Open archive HAL, 2012 |
Blum C., Chiong R., Clerc M., De Jong K., Michalewicz Z., Neri F., and Weise T., Evolutionary Optimization, in Variants of Evolutionary Algorithms for Real-World Applications, 2012, Part 1, 1-29. |
El Dor, A.; Clerc, M. &
Siarry, P.; A
multi-swarm PSO using charged particles in a partitioned search
space for continuous optimization Computational Optimization
and Applications, Springer Netherlands, vo. 53, 271-295, 2012 |
Cooren Y., Clerc M., Siarry P., MO-TRIBES, an adaptive multiobjective particle swarm optimization algorithm, Computational Optimization and Applications, Springer Netherlands, 2011, 49, 379-400. |
Clerc M., Beyond Standard Particle Swarm Optimisation, International Journal of Swarm Intelligence Research, 2010, 4, 46-66. |
Clerc M., From Theory to Practice in Particle Swarm Optimization, Handbook on Swarm Intelligence, Vol. 8, pp. 3-36, 2010. |
Cooren Y., Clerc M., Siarry P., Performance evaluation of TRIBES, an adaptive particle swarm optimization algorithm Swarm Intelligence, Vol. 3, pp. 149-178, 2009. |
Clerc, M. A method to improve Standard PSO, Open access archive HAL, 2009. |
Clerc M., Why does it work?, International Journal of Computational Intelligence Research, Vol. 4, pp. 79-91, 2008. |
Cooren Y., Clerc M., Siarry P., Initialization
and
Displacement of the Particles in TRIBES, a Parameter-Free Particle
Swarm Optimization Algorithm, Springer, Studies in
Computational Intelligence, Vol. 136, pp. 199-219, 2008. |
Liu H., Abraham A., Clerc M., Chaotic dynamic characteristics in swarm intelligence, Applied Soft Computing, Volume 7, Issue 3, 1 June 2007, Pages 1019-1026. |
Clerc, M., When Nearer is Better, Open access archive HAL, 2007. |
Poli R., Langdon W. B., Clerc M., Stephen C. R., Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers, Foundation of Genetic Algorithms (FOGA), Foundations of Genetic Algorithms 9, Springer-Verlag Berlin Heidelberg, 2007, 165-193 |
Clerc M., Stagnation Analysis in Particle Swarm Optimisation or What Happens When Nothing Happens, University of Essex technical report, Open access archive HAL, 2006. |
Poli R., Langdon W. B., Marrow P., Kennedy J., Clerc M., Bratton D., Holden N.: Communication, Leadership, Publicity and Group Formation in Particle Swarm, ANTS Workshop 2006: 132-143 |
Clerc M., Confinements and Biases in Particle Swarm Optimisation, Open access archive HAL, 2006. |
Altman Z., Dubreuil H., Nasri R., Ben Amor O., Picard J.-M., Diascorn V., Clerc M., Auto-tuning of RRM Parameters in UMTS Networks, in Understanding UMTS radio network modelling, planning and automated optimisation: Theory and Practice, Ed.: Nawrocki M., Dohler M., Aghvami A. H.,Publisher: John WIley & Sons, LTD, 2006. |
Clerc
M.,
Particle
Swarm
Optimization, ISTE (2006), 256 pp. |
Clerc
M.,
Binary
Particle
Swarm Optimisers: toolbox, derivations, and mathematical
insights, Open access archive HAL, 2005. |
Clerc
M.,
L'optimisation
par
essaims
particulaires, versions paramétriques et adaptatives,
Hermès Science (2005), 288 p. |
Clerc M., Siarry, P., "Une nouvelle métaheuristique pour l'optimisation : la méthode des essaims particulaire", J3eA, Vol. 3 (2004). |
Onwubolu G. C., Clerc M., Optimal operating path for automated drilling operations by a new heuristic approach using Particle Swarm Optimisation, International Journal of Production Research, Vol. 42, n°3, p. 473-491, 2004. |
Clerc M.,
Discrete Particle Swarm Optimization, illustrated by the
Traveling Salesman Problem, in New
Optimization
Techniques in Engineering, Springer, 2004, 219-239. |
Zhang W., Liu Y., Clerc M., An adaptive PSO algorithm for reactive power optimization, APSCOM (Advances in Power System Control Operation and Management), S6: Application of Artificial Intelligence Technique (part I), 11-14 November 2003, Hong Kong. |
Clerc M., TRIBES - Un exemple d'optimisation par essaim particulaire sans paramètres de réglage, OEP'03 (Optimisation par Essaim Particulaire), Paris, France, 2003. |
Clerc M., L'optimisation par essaim particulaire - Principes, modèles et usages, Hermès Science, Technique et Science Informatiques, vol. 21, n° 7, p. 941-964, 2002. |
Clerc M., Kennedy J., The particle swarm-explosion, stability, and convergence in a multi-dimensional complex space, IEEE Transactions on Evolutionary Computation, 2002, p. 58-73. (2005 IEEE Transactions on Evolutionary Computation award) |
Clerc M., The Swarm and the Queen: Towards a Deterministic and Adaptive Particle Swarm Optimization, Congress on Evolutionary Computation, 1999, Washington D.C., p. 1951-1957. |
Clerc M., Logique quantique : commentaires sur l'article de Y. Delmas-Rigoutsos, In Cognito 11/12, 1998, p. 25-26. |
Translation into French of the Earl D. Cox's book Fuzzy Logic for Business and Industry (La Logique Floue pour les affaires et l'industrie), 1997. |
Clerc M., (ab, in, dé)duction en Représentation Floue Hiérarchique, (Info. In Cognito, 3, Février 1996, p. 2-4) (English version) |
Clerc M. , Validité psychologique des représentations floues. (Info. In Cognito, 1, Décembre 1995, p. 3-5) (English version ) |
Clerc M., Mémoriels, représentations floues et incarnations, Journées Internationales d'Orsay sur les Sciences Cognitives, 1994, p. 211-221. |