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artificial-intelligence-'s Introduction

Artifical Intelligence: Summer 2021

Professor: Chih-Cheng Hung
Email: [email protected]
Office Location: J-384
Office phone: 470-578-3793
Office Hours: By appointment Preferred method of communication: E-mail, D2L and phone

Description

The primary objective of this course is to provide a introduction to the basic principles and applications of Artificial Intelligence (AI). It covers the basic areas of AI including problem solving, knowledge representation, reasoning, decision making, planning, perception and action, and learning -- and their applications. Students will design and implement key components of intelligent agents of modern complexity and evaluate their performance. Students are expected to develop familiarity with current research problems, research methods, and the research literature in AI.

Learning Objectives

Demonstrate understanding knowledge of AI knowledge representation.
Demonstrate understanding of advanced search and reasoning algorithms
Design an AI system with Lisp or Prolog for problem solving.

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A* algorithm to solve N-Queen Puzzle

To implement A* algorithm to solve the following problems:

N-Queen or 8-puzzle
A comparison with the DFS search algorithm

8 Puzzle Problem

The 8 puzzle consists of eight numbered, movable tiles set in a 3x3 frame. One cell of the frame is always empty thus making it possible to move an adjacent numbered tile into the empty cell. Such a puzzle is illustrated in following diagram.

The program is to change the initial configuration into the goal configuration. A solution to the problem is an appropriate sequence of moves, such as “move tiles 5 to the right, move tile 7 to the left, move tile 6 to the down, etc”.

You may write your code in a contemporary language of your choice; typical languages would include C/C++, Python, Java, Ada, Pascal, Smalltalk, Lisp, and Prolog. A GUI interface is preferred.

Submit a PDF file of your well-commented source program, your design and your printed outputs (screen shots). Please include your codes in your PDF file. Do not take any codes from the website. Try to understand the algorithm and implement the algorithm by your own.
Provide a video presentation of your programming assignment in MP3 or YouTube.
Please upload to Youtube and separately to D2L.
Restriction: No zipped files.
Adding the following 2 sections at the beginning of your PDF including your code and outputs.

Assignment Two

Implement the genetic algorithm (GA)
Find a problem to solve with GA

PDF with:

Your information
Design of my algorithm
A real world task your algorithm is trying to solve

DFS search algorithm

You may write your code in a contemporary language of your choice; typical languages would include C/C++, Python, Java, Ada, Pascal, Smalltalk, Lisp, and Prolog. A GUI interface is preferred.

Submit a PDF file of your well-commented source program, your design and your printed outputs (screen shots). Please include your codes in your PDF file. Do not take any codes from the website. Try to understand the algorithm and implement the algorithm by your own.
Provide a video presentation of your programming assignment in MP3 or YouTube.
Please upload to Youtube and separately to D2L.
Restriction: No zipped files.
Adding the following 2 sections at the beginning of your PDF including your code and outputs.

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