Artificial-Intelligence

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Local Search: ☺️

Requirement

• python3.x
• Although it's not necessary, I use Pycharm mostly for coding python.

Solved Problems

In local_seach file:
The max sat problem is solved with Random Restart Hill Climbing.
The 0-1 knapsack problem is sovled with Tabu Search.

CSP: 😍

Course Scheduling Problem

Requirement

• MiniZinc

Explanation of the solution

Problem:
There is 5 course in 3 fix days of each week. Course Scheduling is like this:

• course1 : 8-9AM
• course2 : 8:30-9:30 AM
• course3 : 9-10 AM
• course4 : 9-10 AM
• course5 : 9:30-10:30 AM

There are 3 teachers who can teach specific courses like:

• Teacher A: courses 3,4
• Teacher B: courses 2,3,4,5
• Teacher C: all courses

Solution is in Courses.mzn

N-Queen with minizinc

Requirement

• MiniZinc

Explanation of the solution

• This is a famous n-queen problem which n in the input and n * n board after placing n queen in the output.
• soulution is in n_queen.mzn file.

Orthogonal Latin Square with Choco

Requirement

• I used IntelliJ IDEA for java programming.
• You need choco solver, I downloaded choco-parsers-4.10.6-jar-with-dependencies.jar file and add it to my IntelliJ IDEA project.

Explanation of the solution

Solution is in OLS_CSP.java

Inference: working with Maple

• Input: DNF
• Goal: Transfer DNF to CNF and check satisfiability.
• Soulution is ghazale.mw

Support

[email protected]
Thanks @arman324 😅