1. Introduction
We introduce a normative criterion, “Treating equals equally and unequal unequally” (TEEUU), and study the existence of a TEEUU assignment in a one-sided1 matching market that belongs to the core of the economy.
An assignment is TEEUU if agents of the same type are assigned to goods of the same type. Subsidized housing is a one-sided problem where TEEUU might apply. There, a type for a family is the number of children, and a type for a subsidized apartment is the number of rooms; in this context, a TEEUU assignment is, for instance, one that assigns apartments with a large number of bedrooms to large families.
The criteria also apply to two-sided matching markets; however, we do not study such markets in this work. In the school choice problem (Abdulkadiroglu and Sönmez, 2003), for instance, a matching is fair if, whenever a student is rejected by a given school, all students accepted at that school outperformed that student on the priority order. In this approach, all students of the same type are treated equally, and fair matchings belong to the core. Another approach to fairness considers that, moreover, less performing students should have access to schools that provide further support and help to improve their performance; thus, unequals should be treated unequally. We investigate in this paper the normative criteria “Treating equals equally and unequals unequally” in a one-sided matching market; we call such assignments TEEUU matchings. At these matchings, students of the same type are assigned to school of the same type, thus a matching is TEEUU if and only if it is in the core and students of the same type are assigned to schools of the same type, i.e., type-exclusive.
Unsurprisingly, core TEEUU matchings do not always exist. The paper deals with the following two questions: can one find a TEEUU matching in the core whenever it exists? Are there conditions that guarantee the existence of a TEEUU matching in the core?
We model the concept of assignment as a measurable function that assigns a type of good to each type of agent. We use tools developed in the literature of transportation theory to carry out our analysis. Our main result establishes that if an assignment is the solution of a Pareto optimality problem, specified as a maximization problem -not necessarily linearthen it is in the core of the economy. We establish specific continuity, differentiability, and topological conditions for the non-emptiness of the core.
Garg et al. (2021) study a one-sided matching problem and define equal-type envy-free assignment, which requires eliminating envyfreeness for agents of the same type. TEEUU differs from equal-type envy-freeness for dealing with situations where one or many component(s) of the good, interpreted as its type, reflects a need and, thus, requires a level of care that differs from type to type. Therefore, TEEUU covers equal-type envy-freeness and requires agents from different types to get different types of objects.
Following Aumann (1964), our work belongs to the strand of the literature that studies the existence of assignments in the core and approximations of the core in variants of the Assignment game with continuous types, or population of agents, like Kaneko and Wooders (1985) and Kovalenkov and Wooders (2003). Our paper is closer to Gretsky et al. (1992), who establish, in particular, the equivalence of core solutions and Walrasian equilibrium. Our main result, Theorem 4, demonstrates that a TEEUU solution to the Pareto optimality problem- not necessarily linear- belongs to the core of the economy. The result is key since it allows us to rest on Levin (2004) and Carlier (2003) to establish our existence conditions. Since the TEEUU requirement is new, our results are independent of classical existence results in the literature.
The remainder of the paper is organized as follows. Section 2 presents the type-exclusive assignment economy in which the assignment concept is a measurable function. Theorem 4 establishes a relation between the core of type-exclusive assignment economy and an optimal transport problem. Finally, we propose a model where there is a non-atomic measure on the set of types of goods and agents and other conditions to ensure the non-emptiness of the core in the type-exclusive assignment economy. We conclude with some general comments on possible extensions. The Appendix presents an extension of Debreu’s preferences representation theorem.
2. Type-exclusive assignment model
We require assignments to be such that two or more agents of the same type are assigned to goods of the same type, and vice versa, a normative criterion potentially incompatible with the existence of a core stable assignment.
2.1 Type-exclusive assignment economy
Consider an economy that has a population of agents and a population of indivisible goods. Each indivisible good is labeled with a single type, g, which describes the different characteristics that fully characterize a good. The set of types of goods is
We assume that preference relations
Two comments are in order about the utility function: 1) continuity is a requirement one cannot dispense of for our results to hold (the definition of continuity should be understood in the context of general topology), and 2) the utility function
This is the only monotonicity restriction required on f .2
Let
and
respectively. A type-exclusive assignment for the economy
A type-exclusive assignment economy is a quadruple
The following are two examples of type-exclusive economies and assignments.
Example 1: Consider an economy
Remark: The economy in Example 1 is a particular case of Shapley and Scarf (1974).
Example 2: Consider an economy
We define now the core for this economy.
Definition 3: The core
E1.
E2.
E3. There exists
Condition E1-i) refers to the feasibility of the assignment; a mass of goods is assigned to a mass of agents in equivalent proportions. Put differently, 30% of the agents cannot be assigned to 65% of goods. Condition E1-ii) ensures that the blocking coalition S does not require goods held by agents out of S. Conditions E2 and E3 refer to the incentives that individuals in coalition S have to improve with respect to their assignments. In conditions E2 and E3 the statement “η-almost everywhere” means that these conditions can fail only in a subset of η-measure zero.
2.2. Looking for a Pareto optimal assignment
In this section, we consider a social planner who searches for a typeexclusive assignment that is Pareto optimal (when the initial matching is the empty one, i.e.,
Consider the social planner’s problem in an economy
with
If
Theorem 4: A type-exclusive assignment
Proof. Suppose that
Now, consider the exclusive assignment:
Note that
Thus,
Therefore,
Example 5: Consider an economy
2.3. The core and TEEUU allocations
Consider an economy
Example 6: Consider a population of agents
where
Remark 7: Consider an economy as in Example 1, where A and G are finite sets with the same cardinality
2.4. Non-atomic sets of types and the non-emptiness of C (
In this section, we establish particular conditions under which if we have non-atomic sets of types, then the core of an economy
A.1. Non-atomic sets of types. The set of types of agents
A.2. Heterogeneity on utility. Let U be a differentiable function in
A.3.Convexity/concavity in types of agents. The set A is convex, and for each
A.4. Boundedness on the heterogeneity of types of agents. The set int(supp(
Proposition 8: Consider assumptions A1, A2, and A3. Then the problem (7) admits at least one solution.
Proof. See Levin (2004), Theorems 1.2 and 1.3.
A few comments on the conditions are in order. A1 Non-atomic set of types: previous results do not require the assumption; however, it might be imposed from the outset of our model since most economic models deal with continuousand even differentiabledistribution functions of types. Without A1, building a function that copes with TEEUU is technically difficult. A2/A3 Heterogeneity on utilities and heterogeneity in the types of agents; in both cases, a lack of heterogeneity leads to the same evaluation of two types of agents/goods by the objective function in the Pareto optimality problem (7), thus leading to the assignment of the same types in the solution, violating TEEUU. A3 can indeed be relaxed. Nevertheless, the changes in heterogeneity in types of agents should not be too steep, as imposed in A4.
Proposition 9: Consider assumptions A1, A2, and A4. Then the problem (7) admits at least one solution.
Proof. See Levin (2004), Theorem 1.4. Carlier (2003) proposes similar conditions of Proposition 9 for metric spaces.
The next example satisfies the assumptions A1, A2, and A4. The reader can find other interesting examples in Levin (2004).
Example 10: Let
3. Concluding remarks
We introduce the normative requirement that we call TEEUU and develop an approach based on optimal transport theory to find a TEEUU assignment whenever it exists. While TEEUU proves to be a strong requirement, the approach we develop, in contrast, is fruitful in typeexclusive economies. We believe it is indeed a versatile and powerful tool that can be used in general assignment problems, a task that we hope to carry out in future research.










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