## ⓘ Linear utility

In economics and consumer theory, a linear utility function is a function of the form:

u = w 1 x 1 + w 2 x 2 + … w m x m {\displaystyle ux_{1},x_{2},\dots,x_{m}=w_{1}x_{1}+w_{2}x_{2}+\dots w_{m}x_{m}}or, in vector form:

u x → = w → ⋅ x → {\displaystyle u{\overrightarrow {x}}={\overrightarrow {w}}\cdot {\overrightarrow {x}}}where:

- x → {\displaystyle {\overrightarrow {x}}} is a vector of size m {\displaystyle m} that represents a bundle. The element x i {\displaystyle x_{i}} represents the amount of good i {\displaystyle i} in the bundle.
- m {\displaystyle m} is the number of different goods in the economy.
- w → {\displaystyle {\overrightarrow {w}}} is a vector of size m {\displaystyle m} that represents the subjective preferences of the consumer. The element w i {\displaystyle w_{i}} represents the relative value that the consumer assigns to good i {\displaystyle i}. If w i = 0 {\displaystyle w_{i}=0}, this means that the consumer thinks that product i {\displaystyle i} is totally worthless. The higher w i {\displaystyle w_{i}} is, the more valuable a unit of this product is for the consumer.

A consumer with a linear utility function has the following properties:

- The preferences are weakly convex, but not strictly convex: a mix of two equivalent bundles is equivalent to the original bundles, but not better than it.
- The preferences are strictly monotone: having a larger quantity of even a single good strictly increases the utility.
- The marginal rate of substitution of all goods is constant. For every two goods i, j {\displaystyle i,j}

- The indifference curves are straight lines when there are two goods or hyperplanes when there are more goods.
- Each demand curve demand as a function of price is a step function: the consumer wants to buy zero units of a good whose utility/price ratio is below the maximum, and wants to buy as many units as possible of a good whose utility/price ratio is maximum.
- The consumer regards the goods as perfect substitute goods.

## 1. Economy with linear utilities

Define a linear economy as an exchange economy in which all agents have linear utility functions. A linear economy has several properties.

Assume that each agent A {\displaystyle A} has an initial endowment e A → {\displaystyle {\overrightarrow {e_{A}}}}. This is a vector of size m {\displaystyle m} in which the element e A, i {\displaystyle e_{A,i}} represents the amount of good i {\displaystyle i} that is initially owned by agent A {\displaystyle A}. Then, the initial utility of this agent is w A → ⋅ e A → {\displaystyle {\overrightarrow {w_{A}}}\cdot {\overrightarrow {e_{A}}}}.

Suppose that the market prices are represented by a vector p → {\displaystyle {\overrightarrow {p}}} - a vector of size m {\displaystyle m} in which the element p i {\displaystyle p_{i}} is the price of good i {\displaystyle i}. Then, the budget of agent A {\displaystyle A} is p → ⋅ e A → {\displaystyle {\overrightarrow {p}}\cdot {\overrightarrow {e_{A}}}}. While this price vector is in effect, the agent can afford all and only the bundles x → {\displaystyle {\overrightarrow {x}}} that satisfy the budget constraint: p → ⋅ x → ≤ p → ⋅ e A → {\displaystyle {\overrightarrow {p}}\cdot {\overrightarrow {x}}\leq {\overrightarrow {p}}\cdot {\overrightarrow {e_{A}}}}.

## 2. Competitive equilibrium

A competitive equilibrium is a price vector and an allocation in which the demands of all agents are satisfied the demand of each good equals its supply. In a linear economy, it consists of a price vector p → {\displaystyle {\overrightarrow {p}}} and an allocation X {\displaystyle X}, giving each agent a bundle x A → {\displaystyle {\overrightarrow {x_{A}}}} such that:

- ∑ A x A → = ∑ A e A → {\displaystyle \sum _{A}{\overrightarrow {x_{A}}}=\sum _{A}{\overrightarrow {e_{A}}}} the total amount of all goods is the same as in the initial allocation; no goods are produced or destroyed.
- For every agent A {\displaystyle A}, its allocation x A → {\displaystyle {\overrightarrow {x_{A}}}} maximizes the utility of the agent, w A → ⋅ x → {\displaystyle {\overrightarrow {w_{A}}}\cdot {\overrightarrow {x}}}, subject to the budget constraint p → ⋅ x → ≤ p → ⋅ e A → {\displaystyle {\overrightarrow {p}}\cdot {\overrightarrow {x}}\leq {\overrightarrow {p}}\cdot {\overrightarrow {e_{A}}}}.

In equilibrium, each agent holds only goods for which his utility/price ratio is weakly maximal. I.e, if agent A {\displaystyle A} holds good i {\displaystyle i} in equilibrium, then for every other good j {\displaystyle j}:

w A, i / p i ≥ w A, j / p j {\displaystyle w_{A,i}/p_{i}\geq w_{A,j}/p_{j}}.

Without loss of generality, it is possible to assume that every good is desired by at least one agent otherwise, this good can be ignored for all practical purposes. Under this assumption, an equilibrium price of a good must be strictly positive otherwise the demand would be infinite.

## 3. Existence of competitive equilibrium

David Gale proved necessary and sufficient conditions for the existence of a competitive equilibrium in a linear economy. He also proved several other properties of linear economies.

A set S {\displaystyle S} of agents is called self-sufficient if all members of S {\displaystyle S} assign a positive value only for goods that are owned exclusively by members of S {\displaystyle S} in other words, they assign value w i = 0 {\displaystyle w_{i}=0} to any product i {\displaystyle i} which is owned by members outside S {\displaystyle S}. The set S {\displaystyle S} is called super-self-sufficient if someone in S {\displaystyle S} owns a good which is not valued by any member of S {\displaystyle S} including himself. Gales existence theorem says that:

A linear economy has a competitive equilibrium if and only if no set of agents is super-self-sufficient.Proof of "only if" direction: Suppose the economy is in equilibrium with price p → {\displaystyle {\overrightarrow {p}}} and allocation x {\displaystyle x}. Suppose S {\displaystyle S} is a self-sufficient set of agents. Then, all members of S {\displaystyle S} trade only with each other, because the goods owned by other agents are worthless for them. Hence, the equilibrium allocation satisfies:

∑ A ∈ S x A → = ∑ A ∈ S e A → {\displaystyle \sum _{A\in S}{\overrightarrow {x_{A}}}=\sum _{A\in S}{\overrightarrow {e_{A}}}}.Every equilibrium allocation is Pareto efficient. This means that, in the equilibrium allocation x {\displaystyle x}, every good is held only by an agent which assigns positive value to that good. By the equality just mentioned, for each good i {\displaystyle i}, the total amount of i {\displaystyle i} held by members of S {\displaystyle S} in the equilibrium allocation x {\displaystyle x} equals the total amount of i {\displaystyle i} held by members of S {\displaystyle S} in the initial allocation e {\displaystyle e}. Hence, in the initial allocation e {\displaystyle e}, every good is held by a member of S {\displaystyle S}, only if it is valuable to one or more members of S {\displaystyle S}. Hence, S {\displaystyle S} is not super-self-sufficient.

## 4. Competitive equilibrium with equal incomes

Competitive equilibrium with equal incomes CEEI is a special kind of competitive equilibrium, in which the budget of all agents is the same. I.e, for every two agents A {\displaystyle A} and B {\displaystyle B}:

p → ⋅ x A → = p → ⋅ x B → {\displaystyle {\overrightarrow {p}}\cdot {\overrightarrow {x_{A}}}={\overrightarrow {p}}\cdot {\overrightarrow {x_{B}}}}The CEEI allocation is important because it is guaranteed to be envy-free: the bundle x A {\displaystyle x_{A}} gives agent A {\displaystyle A} a maximum utility among of all the bundles with the same price, so in particular it gives him at least as much utility as the bundle x B {\displaystyle x_{B}}.

One way to achieve a CEEI is to give all agents the same initial endowment, i.e., for every A {\displaystyle A} and B {\displaystyle B}:

e A → = e B → {\displaystyle {\overrightarrow {e_{A}}}={\overrightarrow {e_{B}}}}if there are n {\displaystyle n} agents then every agent receives exactly 1 / n {\displaystyle 1/n} of the quantity of every good. In such an allocation, no subsets of agents are self-sufficient. Hence, as a corollary of Gales theorem:

In a linear economy, a CEEI always exists.### * 4.1. Competitive equilibrium with equal incomes * Examples

In all examples below, there are two agents - Alice and George, and two goods - apples x and guavas y.

A. Unique equilibrium: the utility functions are:

u A x, y = 3 x + 2 y {\displaystyle u_{A}x,y=3x+2y}, u G x, y = 2 x + 3 y {\displaystyle u_{G}x,y=2x+3y}.The total endowment is T = 6, 6 {\displaystyle T=6.6}. Without loss of generality, we can normalize the price vector such that P x = 1 {\displaystyle P_{x}=1}. What values can P y {\displaystyle P_{y}} have in CE? If P y > 3 / 2 {\displaystyle P_{y}> 3/2}, then both agents want to give all their y for x; if P y < 2 / 3 {\displaystyle P_{y} 0{\text{ for some }}i\in H\}}

In equilibrium, agents hold only goods whose utility/price ratio is weakly maximal. So for all agents in S {\displaystyle S}, the utility/price ratio of all goods in H {\displaystyle H} is weakly maximal under the price vector q → {\displaystyle {\overrightarrow {q}}}. Since the goods in H {\displaystyle H} experienced the highest price-rise, when the price vector is p → {\displaystyle {\overrightarrow {p}}} their utility/price ratio is strongly maximal. Hence, in Equilibrium X, all agents in S {\displaystyle S} hold only goods from H {\displaystyle H}. In equilibrium X, someone must hold goods that are not in H {\displaystyle H} ; hence, S {\displaystyle S} must be a proper subset of the agents.

So in equilibrium X, the S {\displaystyle S} -agents hold only H {\displaystyle H} -goods, and in equilibrium Y, S {\displaystyle S} -agents hold all the H {\displaystyle H} -goods. This allows us to do some budget calculations:

On one hand, in equilibrium X with price p → {\displaystyle {\overrightarrow {p}}}, the S {\displaystyle S} -agents spend all their budget on H {\displaystyle H} -goods, so:

p → ⋅ ∑ A ∈ S e A → ≤ ∑ i ∈ H p i ⋅ e i → {\displaystyle {\overrightarrow {p}}\cdot \sum _{A\in S}{\overrightarrow {e_{A}}}\leq \sum _{i\in H}{p_{i}\cdot {\overrightarrow {e_{i}}}}}where e i → {\displaystyle {\overrightarrow {e_{i}}}} is the total initial endowment from good i {\displaystyle i}.

On the other hand, in equilibrium Y with price q → {\displaystyle {\overrightarrow {q}}}, the S {\displaystyle S} -agents can afford all the H {\displaystyle H} -goods, so:

q → ⋅ ∑ A ∈ S e A → ≥ ∑ i ∈ H q i ⋅ e i → {\displaystyle {\overrightarrow {q}}\cdot \sum _{A\in S}{\overrightarrow {e_{A}}}\geq \sum _{i\in H}{q_{i}\cdot {\overrightarrow {e_{i}}}}}Combining these equations leads to the conclusion that, in both equilibria, the S {\displaystyle S} -agents only trade with each other:

∑ A ∈ S y A = ∑ A ∈ S x A = ∑ A ∈ S e A {\displaystyle \sum _{A\in S}{y_{A}}=\sum _{A\in S}{x_{A}}=\sum _{A\in S}{e_{A}}}.Hence, the agents not in S {\displaystyle S} also only trade with each other. This means that equilibrium X is composed of two equilibria: one that involves only S {\displaystyle S} -agents and H {\displaystyle H} -goods, and the other that involves only non- S {\displaystyle S} -agents and non- H {\displaystyle H} -goods. The same is true for agent Y. Since S {\displaystyle S} is a proper subset of the agents, the induction assumption can be invoked and the theorem is proved.

## 5. Related concepts

Linear utilities functions are a small subset of Quasilinear utility functions.

Goods with linear utilities are a special case of substitute goods.

Suppose the set of goods is not finite but continuous. E.g., the commodity is a heterogeneous resource, such as land. Then, the utility functions are not functions of a finite number of variables, but rather set functions defined on Borel subsets of the land. The natural generalization of a linear utility function to that model is an additive set function. This is the common case in the theory of fair cake-cutting. An extension of Gales result to this setting is given by Wellers theorem.

Under certain conditions, an ordinal preference relation can be represented by a linear and continuous utility function.

- quasilinear utility functions are linear in one argument, generally the numeraire. Quasilinear preferences can be represented by the utility function u
- agent has a utility function such that the desirability of an arbitrary lottery can be calculated as a linear combination of the utilities of its parts
- individuals have linear utility functions, while risk seeking individuals have convex utility functions and risk averse individuals have concave utility functions
- economics, an ordinal utility function is a function representing the preferences of an agent on an ordinal scale. Ordinal utility theory claims that it
- isoelastic function for utility also known as the isoelastic utility function, or power utility function is used to express utility in terms of consumption
- the generalised Cobb Douglas function. The Stone Geary utility function gives rise to the Linear Expenditure System, in which the demand function equals
- indicated by the curve will provide the consumer with equal levels of utility and the consumer has no preference for one combination or bundle of goods
- In mathematics, linearization is finding the linear approximation to a function at a given point. The linear approximation of a function is the first order
- methods in decision theory such as linear utility theory for belief functions, bridging the gap between expected utility and the maximin rule by using subjective