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Questions and Answers
What role does a sensor play in feedback control?
What role does a sensor play in feedback control?
Which factor significantly influences a system’s response to a step input?
Which factor significantly influences a system’s response to a step input?
What happens if a system’s dominant pole is complex?
What happens if a system’s dominant pole is complex?
How does a system with a real dominant pole behave?
How does a system with a real dominant pole behave?
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What is the significance of feedback gain in a system?
What is the significance of feedback gain in a system?
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To what does the gain 'K' refer in feedback control?
To what does the gain 'K' refer in feedback control?
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How does a system typically respond to a step input?
How does a system typically respond to a step input?
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What determines the system’s ability to respond to a step input?
What determines the system’s ability to respond to a step input?
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Under what condition does the system's response indicate an increasing behavior?
Under what condition does the system's response indicate an increasing behavior?
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Where are a system's poles and zeros typically mapped to determine responsiveness?
Where are a system's poles and zeros typically mapped to determine responsiveness?
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Study Notes
Production Theory
- Production theory is the opposite of consumer choice theory.
Consumer Theory
- The objective function is to maximize utility (Uc) subject to a budget constraint.
- The utility function is explained by an indifference curve.
- The marginal rate of substitution (MRS) is the rate at which one good is substituted for another while keeping the level of utility constant.
Theory of a Firm
- The objective is to maximize profit (π) by finding the optimal output (q) given the production function q = f(L, K).
- The production function is explained by isoquants.
- The marginal rate of technical substitution (MRTS) is the rate at which one input is substituted for another while keeping the output constant.
Cost Curves
- Total cost (TC) is the sum of fixed cost (FC) and variable cost.
- The variable cost is the total expenditure on labor (wL) and capital (Kr).
- The cost curves are derived from the production function and the cost of inputs.
Revenue, Variable, and Average Cost
- Revenue is the total amount of money earned by a business from selling its goods or services.
- Marginal revenue is the additional revenue earned by selling one more unit of the good or service.
Aggregate
- The aggregate is a measure of the total output of a firm or industry.
- It is affected by the level of inputs and the production function.
Economic Concepts
- Profit-maximizing output is the level of output where the marginal cost of production equals the marginal revenue.
- Law of diminishing marginal product: the marginal product of an input decreases as the input increases.
- Technical efficiency: the optimal combination of inputs to produce a given output.
Production Function
- A production function is a mathematical function that describes the relationship between inputs and outputs.
- The properties of a production function include:
- It is never empty.
- It is increasing in inputs (f'(x) > 0).
- It is universally hyperexponential.
Exercise
- The exercise is to find the rate of change of output when an additional unit of labor is employed, given a production function.
- The answer is found by taking the derivative of the production function with respect to the input.
Properties of Production Functions
- If the production function is strictly increasing, then the marginal product (MP) is positive.
- If the production function is additively depreciable, then the marginal product is negative.
Demand and Supply
- Demand is the quantified product that customers want and are ready to buy at a given price.
- Supply is the quantified product that producers want and are ready to sell at a given price.
- The assumptions of demand and supply analysis include:
- The assumption that everything else remains the same.
- The demand and supply curves can be represented by a shift in the curve.
Key Concepts
- Demand schedule: a table showing the quantity demanded at different prices.
- Demand curve: a graphical representation of the demand schedule.
- Supply schedule: a table showing the quantity supplied at different prices.
- Supply curve: a graphical representation of the supply schedule.
- Market equilibrium: the point at which the demand and supply curves intersect.
- Consumer and producer surplus: the difference between the willingness to pay and the market price, and the difference between the market price and the willingness to accept.
Mathematical Equations
- The equation for quantity demanded is Qd = 20 - P/2, and for quantity supplied is Qs = P/2 - 5.
- The equilibrium price and quantity are found by solving the equation Qd = Qs.
Isoquants and MRTS
- Isoquants are curves that show the alternative combinations of inputs that can be used to produce a given level of output.
- The marginal rate of technical substitution (MRTS) is the rate at which one input is substituted for another while keeping the output constant.
- The MRTS is calculated as the ratio of the change in the input on the y-axis to the change in the input on the x-axis.
Properties of Isoquants
- Isoquants are negatively sloped.
- Isoquants cannot cross.
- Isoquants are convex to the origin.
- The higher the isoquant, the higher the output on the isoquant curve.
Feedback Control
- Feedback control is a system that uses output equations to invent its own behavior.
- The system responds to a step input by adjusting its output to reduce the difference between the actual and desired values.
The System Response
- The system's response to a step input is determined by its dominant pole.
- If the pole is complex, the system will oscillate before stabilizing.
- If the pole is real, the system will smoothly approach the steady-state value.
The Feedback Gain
- The feedback gain is a critical factor in the behavior of a system.
- The gain can be changed in various places.
The System's Response to a Step Input
- The system's response to a step input is affected by the output change that occurs because of the step input.
- The system's ability to respond is determined by the location of the system's poles on the poles and zeros map.
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Description
Test your understanding of consumer theory and production theory, including objective functions, utility functions, and profit maximization.