Running ACO when starting start node is given about acopy HOT 4 CLOSED

import pants
import math

from waypoints import waypoints
#   waypoints = {"name": (x,y,z),"anothername": (x,y,z)}

nodes = []
for key, value in waypoints.items():
    nodes.append(value)

nodecount = len(nodes)

print(str(nodecount), "nodes, finding solutions")
print("...")


def euclidean2d(a, b):
    return math.sqrt(pow(a[1] - b[1], 2) + pow(a[0] - b[0], 2))


def euclidean3d(a, b):
    return math.sqrt(pow(a[1] - b[1], 2) + pow(a[0] - b[0], 2) + pow(a[2] - b[2], 2))


if len(nodes[1]) > 2:
    world = pants.World(nodes, euclidean3d)
else:
    world = pants.World(nodes, euclidean2d)

solver = pants.Solver(alpha=0.886,
                      beta=10,
                      rho=0.6,
                      elite=0.286,
                      limit=100000,
                      ant_count=nodecount,
                      Q=math.sqrt(nodecount))

solutions = solver.solutions(world)

for solution in solutions:
    j += 1
    assert solution.distance < best
    best = solution.distance

    pilgrimage = []
    for i in solution.tour:
        pilgrimage.append(list(waypoints.keys())[list(waypoints.values()).index(i)])
    # more case-specific code I won't show
for point in pilgrimage:
    print(point)