Understanding Constraint Satisfaction Problems

Understanding Constraint Satisfaction Problems

Assessment

Interactive Video

Computers

9th - 10th Grade

Practice Problem

Hard

Created by

Patricia Brown

FREE Resource

The video tutorial introduces Constraint Satisfaction Problems (CSP) in artificial intelligence, explaining their definitions, key concepts, and applications. It covers the formal definition of CSP, including variables, domains, and constraints, and provides a detailed example of map coloring. The tutorial also discusses important CSP terminologies, graph coloring, search methods like depth-first search, and types of constraints such as unary, binary, and higher-order constraints.

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10 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a Constraint Satisfaction Problem (CSP)?

A problem with no constraints

A type of problem that involves only numerical calculations

A mathematical question defined by a set of objects and constraints

A problem that can only be solved by computers

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In CSP, what is an assignment?

Assigning a number to a constraint

Assigning a value to all variables

Assigning a task to a person

Assigning a color to a map

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is an application of CSP?

Map coloring

Medical diagnosis

Weather forecasting

Financial analysis

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does a consistent assignment in CSP mean?

An assignment that violates some constraints

An assignment that does not violate any constraints

An assignment that is incomplete

An assignment that is random

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In the map coloring problem, what is the main constraint?

All regions must be the same color

No two adjacent regions can have the same color

All regions must be colored red

Each region must have a unique color

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of converting a map coloring problem into a graph coloring problem?

To make the problem more complex

To simplify the identification of solutions

To change the problem type

To increase the number of variables

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a unary constraint in CSP?

A constraint involving multiple variables

A constraint that is always true

A constraint involving only one variable

A constraint involving two variables

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