Algorithms for Path Planning
Project description
pyhpp
Python Package for A* Algorithms
- Step 1: import A* algorithm
from pyhpp.a_star import AStar
- Step 2: prepare a JSON type scenario, e.g.,
scenario = {
"dimension": {"x": 10, "y": 10, "z": 10},
"waypoint": {
"start": {"x": 5, "y": 9, "z": 2},
"stop": {"x": 5, "y": 0, "z": 4},
"allowDiagonal": False
},
"data": {
"size": 16,
"x": [4, 5, 6, 7, 4, 5, 6, 7, 4, 5, 6, 7, 4, 5, 6, 7],
"y": [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6],
"z": [2, 2, 2, 2, 3, 3, 3, 3, 4, 4, 4, 4, 5, 5, 5, 5]
},
"boundary": {
"zCeil": 6,
"zFloor": 1
}
}
dimension
: [required] whole dimension of the scenario
waypoint
: [required] start and stop positions (defaultallowDiagonal
isFalse
)
data
: obstacle data (set as empty if none)
boundary
: the z-axis boundary of path for calculation
- Step 3: create an A* instance
a_star = AStar(scenario)
- Step 4: calculate and get the results
result = a_star.calculate_path()
# visited_Q = result["visitedQ"]
# final_Q = result["finalQ"]
path = result["path"]
visitedQ
: all the visited positions
finalQ
: all the positions in the A* path
path
: the A* path that is from start to stop
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