'Fair' algorithms by The University of Edinburgh

Algo 2

2024-02-27 15:40:56 UTC

Algorithm 5

2024-03-24 20:39:07 UTC

Algorithm 5

2024-03-25 07:53:22 UTC

It looks like a fairer result based on the mean distance.

Algorithm 3

2024-03-27 03:23:17 UTC

It seems to be more equitable as compared to the others

2024-04-20 00:04:47 UTC

algorithm 5

output is the most fair

I'm going to say algorithm 5 seems the most fair.

2024-04-28 19:05:30 UTC

Algorithm 5

2024-06-25 02:07:43 UTC

It seems the most equally distributed across the board.

Algorithm 2 and 4 seems to have a better fairer distribution.

2024-07-02 11:00:57 UTC

Algorithms 1 and 5

2024-07-21 06:05:20 UTC

These both have close to a standard distribution around the mean.

2 & 4 are similar in terms of 'fairness'

2024-07-26 06:21:57 UTC

Both seem to maximise utility with a narrower distribution.

2024-07-27 06:28:48 UTC

Algo 3.

Algorithm 3 seems to have satisfied the largest number of people.

2024-08-02 12:55:01 UTC

Algorithm 5 seems to have the fairest distribution

2024-10-14 14:12:53 UTC

Algorithm 1 and Algorithm 5

2024-10-29 06:21:18 UTC

1, 5

2024-12-26 12:59:17 UTC

2025-02-28 14:44:25 UTC

Algorithm 5, output is most fair as distribution is the most narrow

Which algorithm is the most fair and why?

2025-03-30 20:24:29 UTC

Based on the information I can gather from these graphic representations, I think Algorithm 5 is the most fair.

RATIONALE: It (#5) minimizes disparities in outcomes while maintaining balanced satisfaction levels across participants. This aligns with fairness principles that prioritize equity over maximizing individual happiness for a subset of participants.

FAIREST ALGORITHM

2025-04-24 01:14:58 UTC

Algorithm 5 shows the greater utility.

Algo 5

2025-06-09 10:42:46 UTC

Algorithm 5 has maximised happiness (right side) while distributing occupation across the whole set of homes

Algo 5

2025-07-11 12:14:40 UTC

As it is able to collectively maximize the utility among all the applicant

5

2025-07-20 20:58:38 UTC

2025-08-05 12:27:37 UTC

5 for sure