Main research areas:

  • Extensions of Dynamic Programming (sequential optimization relative to different cost functions, counting of optimal solutions, construction of the set of Pareto optimal points, study of relationships between two cost functions)
  • Machine Learning and Data Mining (multi-pruning of decision trees and knowledge representation both based on dynamic programming approach)
  • Discrete Optimization (analysis and multi-criteria optimization of decision and inhibitory trees and rules, element-based trees for rectangular meshes, objects in various combinatorial optimization problems)


Main research areas