Build an optimal path finding algorithm which uses benefits

Assignment Help MATLAB Programming

Reference no: EM132395324

Assignment

You are working on a shortest path finding algorithm jump point search. You want to combine it with a feature of A * algorithm to make.jump points only in the direction of target.

Need some help on combining two shortest path finding algorithms that are A and Jump point search. The purpose is to build an optimal path finding algorithm which uses the benefits of both the algorithms. Main focus is on jump point search algorithm which is combined with A algorithm using MATLAB and simulation is performed. Goal is to minimize the number of jump points created by the JPS algorithm by using the heuristic feature of A algorithm. The heuristic feature of A in reality will direct the search towards the target point.

As it can be seen that Jump point search by following its rules makes many jump points. If we use a feature of finding in the direction of target from A* algorithm than we can avoid many unwanted jump points which in turn will result in optimization.

First simply ask them that You need jump point search algorithm and then second step is You want to combine it with the heuristic feature of A * algorithm so that the search is in the target direction. By using heuristic Function jump points will be minimum.which will give optimization

Alright. But first ask if they can do jump point search algorithm in MATLAB. The code is available in java if the want it for reference.

You want this algorithm in Matlab.

Attachment:- Jump Point Search- Java Master.rar

Reference no: EM132395324

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