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Algorithm 1: Sugeno integral algorithm. |
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Input:n represents the sources number; {x1, x2, …, xn} denotes the information and the fuzzy densities of the information sources are M1, M2, …, Mn ∈ (0,1). |
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Output: Sugeno integral h(σ(x1), σ(x2), …, σ(xn)). |
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1: Estimate λ using the equation
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2: The variable xi must be fuzzify using.
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3: Reordered with base on D(xi) all the Mi in descending order. |
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4: Determine the FM for all Di using Equation (4). |
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5: Calculate Sugeno integral with Equation (7). |
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6: OUTPUT Sugeno integral. |