By Francesco Masulli, Sushmita Mitra, Gabriella Pasi

ISBN-10: 354073399X

ISBN-13: 9783540733997

This quantity constitutes the refereed complaints of the seventh foreign Workshop on Fuzzy good judgment and purposes held in Camogli, Genoa, Italy in July 2007.
The eighty four revised complete papers awarded including three keynote speeches have been conscientiously reviewed and chosen from 147 submissions. The papers are equipped in topical sections on fuzzy set idea, fuzzy info entry and retrieval, fuzzy computing device studying, fuzzy architectures and platforms; and specified periods on intuitionistic fuzzy units and tender computing in snapshot processing. WILF 2007 hosts 4 unique periods, specifically the Fourth overseas assembly on Computational Intelligence tools for Bioinformatics and Biostatistics (CIDD 2007), the 3rd overseas Workshop on Cross-Language info Processing (CLIP 2007); Intuitionistic Fuzzy units: fresh Advances (IFS), and smooth Computing in picture Processing (CLIPS). those precise classes expand and deepen the most subject matters of WILF.

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For each objective function, the corresponding linear membership function is computed as: 1 if z1 < z1P IS , μz1 = N IS z1 −z1 N IS −z P IS z1 1 if z1P IS < z1 < 1 if z2 > z2P IS , z1NIS , μz2 = 0 if z1 > z1NIS N IS z2 −z2 P IS −z N IS z2 2 if z2NIS < z2 < z2P IS , 0 if z2 < z2NIS 1 if z3 < z3P IS , μz3 = N IS z3 −z3 N IS −z P IS z3 3 if z3P IS < z3 < z3NIS , 0 if z3 > z3NIS Finally, we solve Zimmermann’s following equivalent single-objective linear programming model to obtain the overall satisfaction compromise solution [25].

Also in this case the “co–entropy” E(F ) complements the original entropy H(F ) with respect to the constant quantity log |X|, invariant relatively to the choice of the granulation F . This co–entropy refers to the measure distribution m(F ) = m(ω1 ), m(ω2 ), . . , m(ωN ) for which the following hold: (md-f1) every m(ωi ) ≥ 0; (md-f2) its N total measure is M (F) := i=1 m(ωi ) = |X|. Of course, the entropy of a fuzzy granulation, from (13), is always non–negative, but in the present fuzzy case notwithstanding the expected link expressed by (16), the co–entropy could be negative.

We say that x ∈ P is a fixed point of f if and only if x ∈ f (x). The adaptation of the definition of isotonicity and inflation for multi-valued functions is closely related to the ordering that we consider on the set 2M of subsets of M . We will consider the Smyth ordering among sets, and we will write X S Y if and only if for every y ∈ Y there exists x ∈ X such that x y. Definition 4. Let f : P −→ 2P be a multi-valued function on a poset P : – We say that f is isotone if and only if for all x, y ∈ P we have that x y implies f (x) S f (y).

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