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Article
On Optimal Forecasting with Soft Computation for Nonlinear Time Series
In this paper we present a new approach on optimal forecasting by using the fuzzy set theory and soft computing methods for the dynamic data analysis. This research is based on the concepts of fuzzy membership...
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Article
An ant colony optimization approach for the multidimensional knapsack problem
Ant colony optimization is a metaheuristic that has been applied to a variety of combinatorial optimization problems. In this paper, an ant colony optimization approach is proposed to deal with the multidimens...
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Article
Boosting local search with Lagrangian relaxation
Local search algorithms play an essential role in solving large-scale combinatorial optimization problems. Traditionally, the local search procedure is guided mainly by the objective function of the problem. H...
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Article
Type-2 fuzzy numbers made simple in decision making
For the decision-making problems based on decision makers’ judgments in terms of linguistic terms, we propose type-2 fuzzy numbers (T2FNs) that allow decision makers better formalize their judgments. A T2FN ha...