Podcast
Questions and Answers
In the Adjusted Winner procedure, what is the significance of fractional allocation, and under what circumstances is it required?
In the Adjusted Winner procedure, what is the significance of fractional allocation, and under what circumstances is it required?
Fractional allocation ensures a precise balance of total valuations, achieving equity. It’s required when whole items cannot create an equal division, allowing for a portion of an item to be allocated to equalize the total value received by each party.
Explain why achieving a fair division becomes more complex when dealing with more than two people, referencing specific properties (envy-free, equitable, efficient) that may be difficult to satisfy simultaneously.
Explain why achieving a fair division becomes more complex when dealing with more than two people, referencing specific properties (envy-free, equitable, efficient) that may be difficult to satisfy simultaneously.
With more than two people, it’s difficult to satisfy envy-free, equitable, and efficient allocations simultaneously because individual preferences and possible coalitions increase exponentially. Meeting one condition often undermines others, leading to trade-offs.
Describe the purpose of the Shapley value method and provide a brief explanation of how it determines the allocation of costs or benefits among participants.
Describe the purpose of the Shapley value method and provide a brief explanation of how it determines the allocation of costs or benefits among participants.
The Shapley value fairly allocates costs or benefits among participants based on their marginal contributions to every possible coalition. It averages the contributions of each participant across all possible orderings to determine their share.
Outline the steps required to compute the Shapley value for a scenario involving three participants and explain why considering all possible orderings is essential.
Outline the steps required to compute the Shapley value for a scenario involving three participants and explain why considering all possible orderings is essential.
In the context of matching and assignment models, briefly describe the core mechanism that enables the Deferred Acceptance Algorithm to produce a stable outcome.
In the context of matching and assignment models, briefly describe the core mechanism that enables the Deferred Acceptance Algorithm to produce a stable outcome.
Explain the purpose and outcome of the Top Trading Cycles algorithm. Why does it result in a Pareto-efficient allocation?
Explain the purpose and outcome of the Top Trading Cycles algorithm. Why does it result in a Pareto-efficient allocation?
Differentiate between 'expectation damages' and 'reliance damages' in contract law, illustrating with an example how each type of damage compensates the harmed party.
Differentiate between 'expectation damages' and 'reliance damages' in contract law, illustrating with an example how each type of damage compensates the harmed party.
Contrast 'strict liability' with 'negligence' in terms of the conditions under which a defendant can be held liable for damages or harm.
Contrast 'strict liability' with 'negligence' in terms of the conditions under which a defendant can be held liable for damages or harm.
Explain why the Condorcet voting method might be considered superior to simple plurality voting in certain elections. What specific flaw of plurality voting does Condorcet address?
Explain why the Condorcet voting method might be considered superior to simple plurality voting in certain elections. What specific flaw of plurality voting does Condorcet address?
Describe a real-world scenario where applying the Shapley Value method would be more appropriate than a simple proportional allocation.
Describe a real-world scenario where applying the Shapley Value method would be more appropriate than a simple proportional allocation.
Explain how Arrow's Impossibility Theorem demonstrates a fundamental challenge in designing fair voting systems. Briefly describe one of the conditions that it states cannot be simultaneously satisfied.
Explain how Arrow's Impossibility Theorem demonstrates a fundamental challenge in designing fair voting systems. Briefly describe one of the conditions that it states cannot be simultaneously satisfied.
Describe a scenario in which the Plurality Voting system might not accurately reflect the preferences of the majority of voters. What is one potential consequence of this?
Describe a scenario in which the Plurality Voting system might not accurately reflect the preferences of the majority of voters. What is one potential consequence of this?
Explain how the Borda Count method attempts to improve upon Plurality Voting. What is a major drawback of the Borda Count method?
Explain how the Borda Count method attempts to improve upon Plurality Voting. What is a major drawback of the Borda Count method?
What is a Condorcet Winner? Explain why a Condorcet Winner might not always exist in an election.
What is a Condorcet Winner? Explain why a Condorcet Winner might not always exist in an election.
Describe a situation where the 'Instant Runoff' (Hare) system might produce a different outcome than a Plurality Voting system. In what way might it be considered more representative?
Describe a situation where the 'Instant Runoff' (Hare) system might produce a different outcome than a Plurality Voting system. In what way might it be considered more representative?
Explain the concept of 'single-peaked' preferences in the context of social choice theory. Why are single-peaked preferences important for avoiding paradoxical voting outcomes?
Explain the concept of 'single-peaked' preferences in the context of social choice theory. Why are single-peaked preferences important for avoiding paradoxical voting outcomes?
In the context of fair division, explain the difference between an 'efficient' allocation and an 'equitable' allocation. Is it possible for an allocation to be efficient without being equitable, or vice versa?
In the context of fair division, explain the difference between an 'efficient' allocation and an 'equitable' allocation. Is it possible for an allocation to be efficient without being equitable, or vice versa?
Briefly describe the 'Divide & Choose' method for fair division. What are its limitations, and in what scenarios is it most applicable?
Briefly describe the 'Divide & Choose' method for fair division. What are its limitations, and in what scenarios is it most applicable?
Flashcards
Social Welfare Function (SWF)
Social Welfare Function (SWF)
A rule for combining individual preferences into a collective societal choice.
Arrow's Impossibility Theorem
Arrow's Impossibility Theorem
No SWF can simultaneously satisfy Pareto Efficiency, Independence of Irrelevant Alternatives, Monotonicity and Non-Dictatorship.
Pareto Efficiency (in SWF context)
Pareto Efficiency (in SWF context)
If everyone prefers option A to B, then society should also prefer A to B.
Independence of Irrelevant Alternatives (IIA)
Independence of Irrelevant Alternatives (IIA)
Signup and view all the flashcards
Monotonicity (in SWF context)
Monotonicity (in SWF context)
Signup and view all the flashcards
Non-Dictatorship
Non-Dictatorship
Signup and view all the flashcards
Condorcet Winner
Condorcet Winner
Signup and view all the flashcards
Strategic Voting
Strategic Voting
Signup and view all the flashcards
Adjusted Winner Procedure
Adjusted Winner Procedure
Signup and view all the flashcards
Proportional Allocation
Proportional Allocation
Signup and view all the flashcards
Shapley Value Method
Shapley Value Method
Signup and view all the flashcards
Deferred Acceptance Algorithm
Deferred Acceptance Algorithm
Signup and view all the flashcards
Top Trading Cycles
Top Trading Cycles
Signup and view all the flashcards
Stable Matching
Stable Matching
Signup and view all the flashcards
Expectation Damages
Expectation Damages
Signup and view all the flashcards
Reliance Damages
Reliance Damages
Signup and view all the flashcards
Strict Liability
Strict Liability
Signup and view all the flashcards
Negligence
Negligence
Signup and view all the flashcards
Study Notes
- Social Welfare Function (SWF) aggregates individual preferences into a collective decision.
- Arrow’s Impossibility Theorem states that no SWF can simultaneously satisfy Pareto Efficiency, Independence of Irrelevant Alternatives (IIA), Monotonicity, and Non-Dictatorship.
- This theorem demonstrates the impossibility of a perfect voting system that satisfies all fairness conditions.
- Majority Ranking Rule ranks an option ahead if more than half of voters prefer it, but fails with cyclic preferences.
- Single-Peaked Preferences have a clear 'best' option, decreasing in preference as you move away, and are important for avoiding paradoxical cycles.
- Black’s Theorem states that if preferences are single-peaked, the Majority Ranking Rule produces a valid ranking.
Social Choice Procedures
- Plurality Voting chooses the candidate with the most first-place votes but can ignore majority preferences.
- Borda Count assigns points based on ranking position and is more representative but manipulable.
- Condorcet Winner is an option that beats all others in pairwise comparisons, but does not always exist.
- Instant Runoff (Hare System) eliminates the lowest-ranked option iteratively until a winner emerges.
- Sequential Pairwise Voting starts with an initial pair and compares iteratively, and the outcome depends on the order of comparison.
- Independence of Irrelevant Alternatives (IIA means adding/removing options should not change the ranking of others.
Common Pitfalls in Social Choice Procedures:
- Condorcet Paradox occurs when the group preference can be cyclic, even if each voter’s preference is logical.
- Strategic Voting involves voters misrepresenting preferences to get a better outcome.
Fair Division
- Efficiency means no one can be made better off without making someone worse off.
- Envy-Free means no person prefers another person’s allocation over their own.
- Equitability means each person gets the same perceived value.
- Divide & Choose involves one person splitting, and the other choosing.
- Moving Knife continuously moves to ensure equal valuation.
- Adjusted Winner Procedure ensures envy-free, equitable, and efficient division for two players.
- Adjusted Winner Procedure steps:
- Assign items to the person who values them more.
- Compute total valuations; if unequal, adjust until balanced.
- Can require fractional allocation.
Fair Division for More than Two People
- Its harder because there may be no division that satisfies envy-free, equitable, and efficient all at once.
- Alternative Methods:
- Proportional Allocation: Each player gets at least 1/n of the total value.
- Shapley Value Method: Allocates based on contribution to different coalitions.
Shapley Value & Cost Sharing
- Shapley Value is a fair method for allocating costs or benefits based on individual contributions.
- An example includes splitting costs for building a bridge based on who benefits from it.
- Formula: Average of all possible marginal contributions an individual makes across different coalition orders.
- Steps to Compute Shapley Value:
- List all possible orderings of participants.
- Compute the additional value each participant brings at the moment they join.
- Average their contributions across all orderings.
Matching & Assignment Models
- Deferred Acceptance Algorithm is a matching process where one side proposes and the other accepts or rejects, and produces a stable outcome.
- Top Trading Cycles are used in school choice problems to assign students to schools in a Pareto-efficient way by allowing trades.
- Stable Matchings mean no two individuals prefer each other over their assigned match.
Contract Law & Damages
- Expectation Damages compensate for the benefit the harmed party expected.
- Reliance Damages compensate for costs incurred due to reliance on the contract.
Strict Liability vs. Negligence:
- Strict Liability means the defendant is responsible regardless of precautions taken.
- Negligence means the defendant is liable only if they failed to take reasonable precautions.
Past Exam Patterns & Likely Question Types
- Definitions & Concept Questions will test understanding of Arrow’s Theorem, different voting methods, and fair division.
- Applied Math Questions will include Shapley Value calculations, Adjusted Winner allocations, and cost-sharing problems.
- Matching Algorithms questions will assess understanding of Deferred Acceptance and Top Trading Cycles outcomes.
- Legal Scenarios will cover expectation vs. reliance damages, property rights, and liability rules.
- Scenario-Based Decision Making involves choosing the best allocation method and ranking different scenarios based on fairness principles.
Key Formulas & Methods to Remember
- Shapley Value Calculation:
- List all possible orderings of participants.
- Compute each participant’s marginal contribution for each ordering.
- Average the contributions.
- Adjusted Winner Steps:
- Assign items to the person who values them more.
- Balance total values by redistributing items partially if necessary.
- Voting Outcome Predictions:
- Plurality: Determine who gets the most votes.
- Borda Count: Assign weighted scores.
- Condorcet: Determine who wins pairwise matchups.
Studying That Suits You
Use AI to generate personalized quizzes and flashcards to suit your learning preferences.
Description
Explores the Social Welfare Function (SWF) and Arrow’s Impossibility Theorem, highlighting challenges in aggregating individual preferences. Discusses Majority Ranking Rule, Single-Peaked Preferences. Touches on Plurality Voting and Borda Count.