Foundations of AI and ML
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Section
Constraint Satisfaction Problems: Formalism
Constraint Networks
Lecture slides are available here.
Constraint Network?
So, is it constraint network or constraint satisfaction problem?
Properties of constraint networks II
You are given the constraint network from the previous exercise, so ${\cal C} = \langle V, dom, (R_{uv})\rangle$ with variables $V = \{v_1, v_2, v_3\}$ and domains $dom(v) = \{1, 2, 3, 4, 5\}$ for all $v \in V$.
How many assignments exist for this network?
Consistency vs. Solvability
Given the constraint network from the previous exercise, so ${\cal C} = \langle V, dom, (R_{uv})\rangle$ with variables $V = \{v_1, v_2, v_3\}$, domains $dom(v) = \{1, 2, 3, 4, 5\}$ for all $v \in V$, and constraints $v_1 < v_2$, $v_2 < v_3$. Assume the partial assignment $\alpha = \{v_1 \mapsto 2, v_3 \mapsto 3\}$.
Is $\alpha$ consistent? Can it be extended to a solution?
Map Coloring Example
Map Coloring Australia
In the next code block you are supposed to encode the full map-coloring problem of Australia.
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