A Novel Multiple Attribute Satisfaction Evaluation Approach with Hesitant Intuitionistic Linguistic Fuzzy Information

Table 1

Hesitant intuitionistic linguistic fuzzy decision matrix.

	𝐶1	𝐶2	𝐶3	𝐶4
𝐴1	{⟨𝑠2, (0.2, 0.4)⟩, ⟨𝑠3, (0.6, 0.3)⟩}	{〈 𝑠3, (0.4, 0.5)〉, 〈 𝑠4, (0.7, 0.3)〉, 〈 𝑠5, (0.8, 0.2)〉}	{⟨𝑠3, (0.5, 0.3)⟩, ⟨𝑠4, (0.7, 0.2)⟩}	{⟨𝑠2, (0.6, 0.4)⟩, ⟨𝑠4, (0.8, 0.1)⟩}
𝐴2	{⟨𝑠4, (0.6, 0.4)⟩, ⟨𝑠5, (0.7, 0.2)⟩}	{〈 𝑠3, (0.5, 0.3)〉, 〈 𝑠4, (0.6, 0.3)〉}	{⟨𝑠3, (0.9, 0.1)⟩}	{⟨𝑠3, (0.4, 0.3)⟩, ⟨𝑠5, (0.6, 0.2)⟩}
𝐴3	{⟨𝑠3, (0.5, 0.3)⟩, ⟨𝑠4, (0.6, 0.1)⟩}	{⟨𝑠1, (0.6, 0.2)⟩, ⟨𝑠3, (0.8, 0.1)⟩}	{⟨𝑠4, (0.4, 0.2)⟩, 〈 𝑠5, (0.6, 0.3)⟩}	{⟨𝑠2, (0.3, 0.6)⟩, ⟨𝑠3, (0.5, 0.4)⟩, ⟨𝑠5, (0.7, 0.3)⟩}
𝐴4	{⟨𝑠3, (0.4, 0.5)⟩, ⟨𝑠4, (0.6, 0.2)⟩, ⟨𝑠5, (0.8, 0.2)⟩}	{⟨𝑠6, (0.5, 0.4)⟩}	{⟨𝑠1, (0.7, 0.3)⟩, ⟨𝑠3, (0.8, 0.2)⟩}	{⟨𝑠5, (0.2, 0.4)⟩, ⟨𝑠6, (0.6, 0.3)⟩}