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Ch. 9 - Differential Equations
Briggs - Calculus: Early Transcendentals 3rd Edition
Briggs3rd EditionCalculus: Early TranscendentalsISBN: 9780136847243당신이 사용하는 게 아니라요?교과서 변경
9장, 문제 9.2.21

21–24. Logistic equations Consider the following logistic equations. In each case, sketch the direction field, draw the solution curve for each initial condition, and find the equilibrium solutions. A detailed direction field is not needed. Assume t ≥ 0 and tP ≥ 0.
P′(t) = 0.05P(1−P/800); P(0) = 100, P(0) = 400, P(0) = 700

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Identify the given logistic differential equation: \(P\'(t) = 0.05P\left(1 - \frac{P}{800}\right)\), where \(P(t)\) represents the population at time \(t\).
Find the equilibrium solutions by setting the derivative equal to zero: \(0 = 0.05P\left(1 - \frac{P}{800}\right)\). Solve for \(P\) to find the constant solutions where the population does not change.
Analyze the stability of each equilibrium by considering the sign of \(P\'(t)\) for values of \(P\) slightly less than and greater than each equilibrium. This helps understand whether solutions move towards or away from these points.
Sketch the direction field by plotting small slope segments at various points \((t, P)\) based on the value of \(P\'(t)\). Since \(t \geq 0\) and \(P \geq 0\), focus on this region. The slope at each point is given by the right-hand side of the differential equation.
Draw solution curves starting from the initial conditions \(P(0) = 100\), \(P(0) = 400\), and \(P(0) = 700\). Use the direction field and the logistic growth behavior to sketch how the population evolves over time, approaching the equilibrium solutions.

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주요 개념

질문에 올바르게 답하기 위해 반드시 이해해야 하는 핵심 개념들은 다음과 같습니다.

Logistic Differential Equation

A logistic differential equation models population growth with a carrying capacity, balancing growth and limiting factors. It has the form P'(t) = rP(1 - P/K), where r is the growth rate and K is the carrying capacity. This equation produces an S-shaped curve, showing initial exponential growth that slows as the population approaches K.
추천 영상:
07:39
Classifying Differential Equations

Direction Fields (Slope Fields)

Direction fields graphically represent the slopes of solutions to differential equations at various points. Each small line segment indicates the slope of the solution curve at that point, helping visualize behavior without solving analytically. For logistic equations, direction fields show how solutions evolve over time from different initial conditions.
추천 영상:
05:45
Understanding Slope Fields

Equilibrium Solutions

Equilibrium solutions occur where the derivative P'(t) equals zero, meaning the population remains constant over time. For logistic equations, these are typically at P = 0 and P = K, representing extinction and carrying capacity. Stability analysis of these points helps understand long-term population behavior.
추천 영상:
04:00
Solutions to Basic Differential Equations