Improved planning of manufacturing processes for individualized tools
B. Filipič, E. Dovgan A project in collaboration with the Plamtex INT company
Multiobjective optimization for transparent tunnel design
T. Tušar, E. Dovgan The goal of the TOPP (Transparent design of optimal underground connections for smart cities using artificial intelligence...
A computer system to schedule flexible offers for electricity production and consumption
B. Filipič, T. Tušar In collaboration with the INEA company we developed optimization support for scheduling of flexible offers for...
Upgrade of the optimization system for steel continuous casting (KN3)
B. Filipič. Zupančič, T. Tušar In this applied project, a simulation-based multiobjective optimization software was developed to support continuous casting...
Incorporating real-world problems into the benchmarking of multiobjective optimizers
T. Tušar COCO (Comparing Continuous Optimizers) is a state-of-the-art open-source platform for benchmarking optimization algorithms on a black-box setting. However,...
Advanced methodology of evolutionary multi- and many-objective optimization for real-world applications
B. Filipič, T. Tušar, E. Dovgan, J. Zupančič The goal of this collaboration between Japanese and Slovenian researchers was to...
SYNERGY: Synergy for Smart Multi-Objective Optimisation
B. Filipič, T. Tušar, E. Dovgan, J. Zupančič Demanding real-world optimization problems with multiple objectives can be solved more efficiently...
Tutorial on Visualization in Multiobjective Optimization
B. Filipič, T. Tušar This tutorial provides an overview of representative methods used in multiobjective optimization for visualizing: (1) individual...
Surrogate Based Multiobjective Algorithm for Solving Computationally Expensive Numerical Problems Based on Relations Under Uncertainty
M. Mlakar (Supervised by B. Filipič) The goal of this doctoral research is to develop effective and efficient multiobjective optimization...
Tutorial on Deploying Evolutionary Computation in Industry: Challenges and Lessons Learned
B. Filipič This tutorial presents the challenges faced and lessons learned in designing evolutionary algorithms for industrial optimization problems that...