algorithm design and analysis - penn state college of...
TRANSCRIPT
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Adam Smith
Algorithm Design and Analysis
LECTURE 1 Analysis of Algorithms
• Course information
• Why study algorithms?
• Stable matching problem
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Course information
1. Staff
2. Course website
3. Prerequisites
4. Lectures
5. Textbook
6. Syllabus
7. Exams
8. Homework
9. Grading policy
10. Collaboration policy
Algorithm Design and Analysis
Theoretical study of how to solve computational
problems
• sorting a list of numbers
• finding a shortest route on a map
• scheduling when to work on homework
• answering web search queries
(Generally: precisely defined set of inputs and,
for each input, acceptable outputs)
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Algorithms
• Definition: Finite set of unambiguous
instructions for solving a problem.
– An algorithm is correct if on all legitimate inputs, it
outputs the right answer in a finite amount of time
• Can be expressed as
– pseudocode
– text in a natural language (e.g. English)
– computer code
– pictures
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Data Structures
• Data structures are ways to store information
for which there are algorithms for performing
particular operations (retrieving/manipulating
information), e.g.
– linked lists
– hash tables
– heaps
– red-black trees
– skip lists
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Why study algorithms?
• Language for thinking about program behavior
– analyzing correctness and resource usage
– most computing research is algorithmic
• Standard set of algorithms and design techniques
• Feasibility (what can and cannot be done)
– halting problem, NP-completeness
• Successful companies (Google, Akamai, …)
• Computation is fundamental to understanding the world
– cells, brains, social networks, physical systems, …
• Exercise for your brain
• Fun! 8/25/10
A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Performance isn’t everything
• Typical goal: Find most space- and time-efficient
algorithm for given problem.
• What else is important?
– modularity
– correctness
– maintainability
– functionality
– robustness
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
– user-friendliness
– programmer time
– simplicity
– extensibility
– reliability
Course Objectives
Material
• Classical algorithms
• Analysis of algorithms
• Design techniques
Skills
• Algorithmic Thinking
• Problem-solving & mathematical ability
• Technical writing
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Prerequisite: CSE 465 or equiv.
Some of things you should have covered:
• Reading/writing Proofs (including induction, contradiction, …)
• Asymptotic notation (e.g. ``big-O'')
• Elementary data structures: lists, stacks, queues, sorted arrays
• Graphs and trees
– Depth- and breadth-first search, shortest paths, …
• Basic design paradigms:
– divide and conquer
– greedy algorithms
– dynamic programming
• Basic mathematical tools: arithmetic and geometric series,
counting permutations, vectors and matrices, etc
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Corequisite: 464/468
• Finite automata, Turing machines,
undecidability, complexity measures, “P”
nondeterminism and “NP”
• What we will need:
– abstractions of computation
– P / NP
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
A first problem:
Stable Matching
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K.
Wayne
Matching Residents to Hospitals
• Goal: Given a set of preferences among hospitals and
medical school students, design a self-reinforcing
admissions process.
• Unstable pair: applicant x and hospital y are unstable if
– x prefers y to its assigned hospital, and
– y prefers x to one of its admitted students
• Stable assignment: no unstable pairs.
– Individual self-interest will prevent any applicant/hospital deal
from being made.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Stable Matching Problem
• Goal: Given n men and n women, find a "suitable"
matching.
–Participants rate members of opposite sex.
–Each man lists women in order of preference from best to worst.
–Each woman lists men in order of preference from best to worst.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
1st 2nd 3rd
Men’s Preference Profile
favorite least favorite
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd
Women’s Preference Profile
favorite least favorite
Stable Matching Problem
• Unstable pair: man m and woman w are unstable if
– m prefers w to his assigned match, and
– w prefers m to her assigned match
• Unstable pairs have an incentive to elope
• Stable matching: no unstable pairs.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
1st 2nd 3rd
Men’s Preference Profile
favorite least favorite
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd
Women’s Preference Profile
favorite least favorite
Stable Matching Problem
• Input: preference lists of n men and n women
• Goal: find a stable matching if one exists
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
1st 2nd 3rd
Men’s Preference Profile
favorite least favorite
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd
Women’s Preference Profile
favorite least favorite
Stable Matching Problem
• Q. Is assignment X-C, Y-B, Z-A stable?
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
favorite least favorite favorite least favorite
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
1st 2nd 3rd
Men’s Preference Profile
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd
Women’s Preference Profile
Stable Matching Problem
• Q. Is assignment X-C, Y-B, Z-A stable?
• A. No. Bertha and Xavier will hook up.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
favorite least favorite favorite least favorite
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd 1st 2nd 3rd
Men’s Preference Profile Women’s Preference Profile
Stable Matching Problem
• Q. Is assignment X-A, Y-B, Z-C stable?
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
favorite least favorite favorite least favorite
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd 1st 2nd 3rd
Men’s Preference Profile Women’s Preference Profile
Stable Matching Problem
• Q. Is assignment X-A, Y-B, Z-C stable?
• A. Yes. X and Y got their first choice; Z is the last choice for every woman. No man can participate in an unstable pair.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
favorite least favorite favorite least favorite
Zeus Amy Clare Bertha
Yancey Bertha Clare Amy
Xavier Amy Clare Bertha
Clare Xavier Zeus Yancey
Bertha Xavier Zeus Yancey
Amy Yancey Zeus Xavier
1st 2nd 3rd 1st 2nd 3rd
Men’s Preference Profile Women’s Preference Profile
Existence of Stable Matching
• Q. Do stable matchings always exist?
• A. Not obvious a priori.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Stable Roommate Problem
• Stable roommate problem
– 2n people; each person ranks others from 1 to 2n-1.
– Assign roommate pairs so that no unstable pairs.
• Observation. Stable matchings do not always
exist for stable roommate problem.
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
B
Bob
Chris
Adam C
A
B
D
D
Doofus A B C
D
C
A
1st 2nd 3rd
A-B, C-D B-C unstable A-C, B-D A-B unstable A-D, B-C A-C unstable
Propose-and-Reject Algorithm
• Propose-and-reject algorithm. [Gale-Shapley 1962]
8/25/10 A. Smith; based on slides by E. Demaine, C. Leiserson, S. Raskhodnikova, K. Wayne
Initialize each person to be free.
while (some man is free and hasn't proposed to every woman) {
Choose such a man m
w = 1st woman on m's list to whom m has not yet proposed
if (w is free)
assign m and w to be engaged
else if (w prefers m to her fiancé m')
assign m and w to be engaged, and m' to be free
else
w rejects m
}
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor proposes to Bertha.
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor proposes to Bertha.
- Bertha accepts since previously unmatched.
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Wyatt proposes to Diane.
Victor
Bertha
Diane
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Wyatt proposes to Diane.
- Diane accepts since previously unmatched.
Victor
Bertha
Diane
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Xavier proposes to Bertha.
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Xavier proposes to Bertha.
- Bertha dumps Victor and accepts Xavier.
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Diane
Wyatt
Bertha
Xavier
Victor proposes to Amy.
Amy
Victor
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Victor proposes to Amy.
- Amy accepts since previously unmatched.
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Yancey proposes to Amy.
Amy
Yancey
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Amy
Yancey
Yancey proposes to Amy.
- Amy rejects since she prefers Victor.
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Yancey proposes to Diane.
Diane
Yancey
Amy
Yancey
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Diane
Yancey
Yancey proposes to Diane.
- Diane dumps Wyatt and accepts Yancey.
Amy
Yancey
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Wyatt proposes to Bertha.
Bertha
Wyatt
Diane
Wyatt
Amy
Yancey
Victor
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Wyatt proposes to Bertha.
- Bertha rejects since she prefers Xavier.
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Wyatt proposes to Amy.
Amy
Wyatt
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Bertha
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Wyatt proposes to Amy.
- Amy rejects since she prefers Victor.
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Bertha
Wyatt
Amy
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Wyatt proposes to Clare.
Clare
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Clare
Wyatt
Wyatt proposes to Clare.
- Clare accepts since previously unmatched.
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Bertha
Wyatt
Amy
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Clare
Wyatt
Zeus proposes to Bertha. Bertha
Zeus Victor
Bertha
Diane
Wyatt
Amy
Yancey
Bertha
Wyatt
Amy
Wyatt
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Clare
Wyatt
Zeus proposes to Bertha.
- Bertha rejects since she prefers Xavier.
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Diane
Yancey
Clare
Wyatt
Zeus proposes to Diane. Diane
Zeus
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Clare
Wyatt
Bertha
Zeus
Diane
Zeus
Zeus proposes to Diane.
- Diane rejects Yancey and accepts Zeus.
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Clare
Wyatt
Diane
Zeus
Yancey proposes to Clare.
Clare
Yancey
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Clare
Wyatt
Bertha
Zeus
Diane
Zeus
Clare
Yancey
Yancey proposes to Clare.
- Clare rejects since she prefers Wyatt.
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Clare
Wyatt
Diane
Zeus
Yancey proposes to Bertha.
Bertha
Yancey Victor
Bertha
Diane
Wyatt
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus
Clare
Yancey
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Victor
Bertha
Diane
Wyatt
Bertha
Xavier
Amy
Victor
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Clare
Wyatt
Bertha
Zeus
Diane
Zeus
Clare
Yancey
Bertha
Yancey
Yancey proposes to Bertha.
- Bertha rejects since she prefers Xavier.
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Clare
Wyatt
Diane
Zeus
Yancey proposes to Erika.
Erika
Yancey
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus
Clare
Yancey
Bertha
Yancey
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Clare
Wyatt
Diane
Zeus
Erika
Yancey
Yancey proposes to Erika.
- Erika accepts since previously unmatched.
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus
Clare
Yancey
Bertha
Yancey
Zeus Bertha Amy Diane Erika Clare
Yancey Amy Clare Diane Bertha Erika
Xavier Bertha Clare Erika Diane Amy
Wyatt Diane Amy Bertha Clare Erika
Victor Bertha Diane Amy Erika Clare
0th 1st 2nd 3rd 4th
Men’s Preference Profile
Erika Yancey Zeus Wyatt Xavier Victor
Diane Victor Yancey Zeus Xavier Wyatt
Clare Wyatt Yancey Xavier Zeus Victor
Bertha Xavier Yancey Wyatt Victor Zeus
Amy Zeus Wyatt Victor Yancey Xavier
0th 1st 2nd 3rd 4th
Women’s Preference Profile
Bertha
Xavier
Amy
Victor
Clare
Wyatt
Diane
Zeus
Erika
Yancey
STOP
- Everyone matched. - Stable matching!
Victor
Bertha
Diane
Wyatt
Amy
Yancey
Diane
Yancey
Bertha
Wyatt
Amy
Wyatt
Bertha
Zeus
Clare
Yancey
Bertha
Yancey