Okay, let’s solve these functional dependency problems step-by-step, using MathJax for all variables and equations:

1. Candidate Key(s) of R(A, B, C, D) with FDs: A B, B C, C D

  • Find Closure of A:
    • = (Since , , and )
    • is a superkey because its closure contains all attributes.
  • Check for Minimality:
    • Since no proper subset of {A} can determine all attributes, A is a candidate key.

Answer: The candidate key is .

2. Closure of {C} and Superkey Check in R(A, B, C, D, E) with FDs: A BC, CD E, B D, E A

  • Find Closure of C:
    • = (No other attribute can be determined from alone)
  • Superkey Check:
    • is not a superkey because does not contain all attributes of R.

Answer: = . is not a superkey.

3. Lossless Decomposition of R(A, B, C, D) into R1(A, B, C) and R2(A, D) with FDs: A B, C D

  • Check Common Attributes:
    • R1R2 = {A}
  • Check if Common Attributes are a Key for Either Relation:
    • = (using )
    • is not a key for R1 because it doesn’t determine C.
    • is a key for R2 because it doesn’t have other attributes except for itself.

Answer: The decomposition is not lossless because A is a key for R2 but not for R1.

4. 2NF Check for R(A, B, C, D, E) with FDs: AB C, BC D, CD E

  • Find Candidate Key:
    • = (Using , then , then )
    • is a candidate key.
    • = (Using , )
    • is not candiadte key because can be determined from .
    • =
    • is not a candidate key.
  • Check for Partial Dependencies:
    • : No partial dependency as is directly determined by the whole key.
    • : Partial dependency exists because is part of the candidate key , and alone can determine D (because B can be determined from A, so AB can determine B, B can determine D).

Answer: The relation is not in 2NF because there is a partial dependency: through .

5. Dependency-Preserving Decomposition of R(A, B, C, D) into R1(A, B), R2(B, C), R3(C, D) with FDs: A B, B C, C D

  • Check if all FDs are Preserved:
    • : Preserved in R1.
    • : Preserved in R2.
    • : Preserved in R3.

Answer: The decomposition is dependency-preserving.

6. Highest Normal Form of R(A, B, C, D) with FDs: A B, B C, AB D

  • Candidate Key:
    • =
    • is the only candidate key.
  • 2NF: Satisfied (no partial dependencies).
  • 3NF: Satisfied (no transitive dependencies).
  • BCNF: Not satisfied. For the non-trivial FD , B is not a superkey.

Answer: The highest normal form is 3NF.

7. Candidate Key Check for R(A, B, C, D) with FDs: A BC, B D

  • Find Closure of A:
    • = (Using , then )
    • No proper subset of {A} determines all attributes.

Answer: is a candidate key.

8. Candidate Key(s) of R(A, B, C, D, E) with FDs: AB C, C D, A E

  • Find Closure of AB:
    • =
    • is a superkey.
  • Check for Minimality:
    • =
    • =
    • Neither A nor B alone can determine all attributes.

Answer: The candidate key is .

9. BCNF Check for R(A, B, C) with FDs: A B, B C, A C

  • Candidate Key:
    • =
    • is the only candidate key.
  • BCNF Check:
    • For , is a superkey.
    • For , is not a superkey.
    • For , is a superkey.

Answer: The relation is not in BCNF because of the FD , where is not a superkey.

10. Lossless and Dependency-Preserving Decomposition of R(A, B, C, D) into R1(A, B) and R2(A, C, D) with FDs: A B, A C, C D

  • Lossless Check:

    • R1R2 = {A}
    • =
    • is a key for both R1 and R2.
  • Dependency-Preserving Check:

    • : Preserved in R1.
    • : Preserved in R2.
    • : Preserved in R2.

Answer: The decomposition is lossless and dependency-preserving.