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Ogólny zakres badań realizowanych w IDSS

Poniższy zakres oczywiście ulega nieustannym zmianom dostosowując się do bieżącego stanu wiedzy w odpowiadających dziedzinach:

  • Methodology and techniques of decision support with an emphasis on multicriteria decision analysis (MCDA) and knowledge-based systems (KBS).
    • Within MCDA framework: preference modeling, interactive procedures for multicriteria choice, sorting and ranking, multiobjective mathematical programming in deterministic or fuzzy environment.
    • Within KBS framework: knowledge acquisition and representation, approximate reasoning and management of uncertainty in KBS and classification systems.
    • Applications of MCDA and KBS in: water supply system programming, agriculture, regional planning, software engineering, vibroacoustic technical diagnostics, surgery, histopathology, environment, chemistry and finance.
  • Granular and soft computing, including rough set theory, fuzzy set theory and neural networks
  • Machine learning, data mining, knowledge discovery, intelligent data analysis and constructive induction
  • Decision support from visual information
  • Evolutionary computation and Biologically-inspired computing
  • Artificial Life and Complex Adaptive Systems
  • Project scheduling in deterministic or fuzzy environment
  • Single and multiobjective metaheuristics
  • Mathematical Programming
  • Medical Informatics
  • Software Engineering
  • Information Retrieval with particular focus on text processing and search engines