COMPUTATIONAL INTELLIGENCE IN COMPLEX DECISION MAKING SYSTEMS
Buch in deiner Nähe kaufen
Beschreibung
In recent years, there has been a growing interest in the need for designing intelligent systems to address complex decision systems. One of the most challenging issues for the intelligent system is to effectively handle real-world uncertainties that cannot be eliminated. These uncertainties include various types of information that are incomplete, imprecise, fragmentary, not fully reliable, vague, contradictory, deficient, and overloading. The uncertainties result in a lack of the full and precise knowledge of the decision system, including the determining and selection of evaluation criteria, alternatives, weights, assignment scores, and the final integrated decision result. Computational intelligent techniques (including fuzzy logic, neural networks, and genetic algorithms etc.), which are complimentary to the existing traditional techniques, have shown great potential to solve these demanding, real-world decision problems that exist in uncertain and unpredictable environments. These technologies have formed the foundation for intelligent systems.
Autor*in
Ruan Da
Themen in »COMPUTATIONAL INTELLIGENCE IN COMPLEX DECISION MAKING SYSTEMS«
Virtual Reality artificial intelligence complex decision systems computational intelligence decision problem evolution evolutionary computation fuzzy logic genetic algorithms intelligence knowledge neural networks smart home uncertainty