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Implementation of novel methods of global and nonsmooth optimization : GANSO programming library
- Beliakov, Gleb, Ugon, Julien
An algorithm for minimizing clustering functions
Minimization of the sum of minima of convex functions and its application to clustering
- Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien
A new algorithm for the placement of WLAN access point based on nonsmooth optimization technique
- Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex, Branch, Philip
A feature selection approach for unsupervised classification based on clustering
- Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien
A generalized subgradient method with piecewise linear subproblem
- Bagirov, Adil, Ganjehlou, Asef Nazari, Tor, Hakan, Ugon, Julien
Characterization theorem for best linear spline approximation with free knots
- Sukhorukova, Nadezda, Ugon, Julien
Application of nonsmooth optimisation to data analysis
Workload coverage through nonsmooth optimization
- Sukhorukova, Nadezda, Ugon, Julien, Yearwood, John
An efficient algorithm for the incremental construction of a piecewise linear classifier
- Bagirov, Adil, Ugon, Julien, Webb, Dean
Optimal placement of access point in WLAN based on a new algorithm
- Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex
Classes and clusters in data analysis
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
- Ghosh, Moumita, Ugon, Julien, Ghosh, Ranadhir, Bagirov, Adil
The choice of a similarity measure with respect to its sensitivity to outliers
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
Coverage in WLAN : Optimization model and algorithm
- Kouhbor, Shahnaz, Ugon, Julien, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander
Optimisation of operations of a water distribution system for reduced power usage
- Bagirov, Adil, Ugon, Julien, Barton, Andrew, Briggs, Steven
Supervised data classification via max-min separability
Facility location via continuous optimization with discontinuous objective functions
- Ugon, Julien, Kouhbor, Shahnaz, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander
Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization
Optimization in wireless local area network
- Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex, Branch, Philip
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