Plan rada Seminara Odlučivanje - teorija, tehnologija, praksa za NOVEMBAR 2019.
SREDA, 20.11.2019. u 13:00, Live stream Niš
Tatjana Davidović, Mathematical Institute of the Serbian Academy of Sciences and Arts
METAHEURISTICS AS DECISION MAKING TOOLS
Metaheuristics are widely known as very successful optimization methods. They represent computational algorithms to optimize a given objective function by iteratively generating new or improving the existing solutions. Metaheuristic methods are stochastic algorithms in general, i.e., repeated executions may produce different results. Although they do not guarantee the optimality of the obtained solution, they usually provide high-quality solutions within reasonable CPU time. Metaheuristics are general methods in a sense that they do not use a priori knowledge about the problem being optimized. However, this fact enables them to be applicable to a various range of problems. The decision problems usually do not belong to the class of optimization problems. However, their parts can be formulated as optimization tasks and metaheuristics could be used to efficiently resolve these parts. Two examples that arise in many decision-making processes are discussed: clustering and satisfiability problems. The application of metaheuristic methods to these problems is illustrated.
Predavanja su namenjena sirokom krugu slusalaca, ukljucujuci studente redovnih i doktorskih studija. Seminar će se održavati svakog drugog četvrtka od 13:00 - 14:00h, CIITLAB, Elektronski fakultet Niš, Aleksandra Medvedeva 14, Niš