I think this is easier to understand the mapping of injective, surjective and bijective in terms of marraige proposal where men are from set A and women from set B but Is this analogy correct?
Injective (One-to-One) Functions:
If the marriage process between men from set A and women in set B is injective, this means:
- Every man proposes to a distinct one and only one woman
- Some women might not receive any proposals (i.e., remain unmarried), but no woman receives proposals from multiple men.
So, in terms of our marriage analogy for injectivity: each man proposes to one woman, and no woman has more than one suitor.
Surjective (Onto) Functions:
If the marriage process is surjective, it implies:
- Every woman receives at least one proposal.
- All men have a marraige proposal and it's possible for a woman to have multiple suitors.
For surjectivity: every woman gets at least one proposal
Bijective Functions:
For a marriage process to be bijective, every man must propose to a distinct woman such that every woman gets exactly one proposal, and every proposal is accepted. No man or woman is left without a partner, and there's no situation where a woman has more than one suitor or vice versa.
To sum it up using the marriage analogy:
- Injective: Every man has a partner (definitely unique since they are not allowed to propose multiple women), but some women might be left without a partner.
- Surjective: Every woman has a partner and they are allowed to propose multiple men so that no man remains without a proposal
- Bijective: Every man and every woman have unique partners. Nobody is left out, and no overlaps in pairings.