Back

Explore Courses Blog Tutorials Interview Questions
0 votes
2 views
in AI and Deep Learning by (50.2k points)
edited by

I have to make a visualization of the IDA*(iterative deepening A star) algorithm when it is running a 15-puzzle problem. Exactly, I need to visualize the tree and the puzzle.

IDA* algorithm is similar to the A* algorithm.

There are 3 things I need to implement:

1)The IDA* code.

2)After that, the IDA* connected with the problem(15-puzzle).

3)And, after that, I need to visualize the tree of the algorithm.

But I believe that someone before must have implemented the code for the IDA* running the 15-puzzle problem. I need your help to find this source code so that I would not spend 2 months writing code that has been written by someone else before so that I would have time to focus on the visualization.

15-puzzle 

I know some C, C++, and C#.

I need simple source code, that I would comprehend, in which you input a table as a puzzle and it gives you back as a table with the solved puzzle.

Secondly, what programming language from the 3 above do you suggest me to use for the visualization?

I have found some implementations:

IDA* in LISP

A* in C++, I need IDA*

IDA* in java

IDA* in pseudocode link1 link2 link3

IDA* in C

IDA* with 15-puzzle

15-puzzles solved in an applet

A* and IDA* that solves Sliding puzzle (This one uses templates that aren't defined)

1 Answer

0 votes
by (108k points)

Here is a link that solves not too difficult instances of the 15 puzzle using IDA* with the Manhattan distance heuristic. By "not too difficult" it means the instance must be solvable using at most 65 moves. There is a (slow) A* implementation and a memory-efficient (and faster) IDA* implementation inside. IDA* takes approximately ten minutes to implement. Your heuristic function is trivial, so you have to manage it to implement manhattan distance.

What needs to be done: 

A heuristic generated by disjoint pattern databases would be necessary to quickly solve the 15 puzzles.

If you are looking to learn more about Artificial Intelligence then you visit Artificial Intelligence(AI) Tutorial. Also, if you are appearing for job profiles of AI Engineer or AI Expert then you can prepare for the interviews on Artificial Intelligence Interview Questions.

Browse Categories

...