Table 4 Comparison of traditional A-star, reference 22, reference 24 and improved A-star.

From: Research on AGV based on improved A-star algorithm

Map

Algorithm

Searchnode (number)

maximum decrease ratio

Search time (s)

maximum decrease ratio

Path length (m)

maximum decrease ratio

50×50

Traditional

224

37.5%

28.3587

36.7%

75.9828

1.1%

Reference 22

190

24.2225

75.9828

Reference 24

186

23.6634

75.9828

Improved

140

17.9461

75.1543

80×80

Traditional

395

34.5%

56.3440

34.2%

126.9949

3.7%

Reference 22

302

43.2649

127.5391

Reference 24

302

43.3255

127.5391

Improved

258

37.0905

122.8528

100×100

Traditional

458

37.6%

67.4445

37.8%

152.8944

0

Reference 22

451

66.3704

152.8944

Reference 24

379

55.1759

152.8944

Improved

286

41.9672

152.8944