Research Article

A Multistep Extending Truncation Method towards Model Construction of Infinite-State Markov Chains

Table 4

Experiment data under different extending solutions.

Time bound Advanced (one step per extending)Two-step per extending Three-step per extending
Depth Time (s) Depth Time (s) Depth Time (s)

5.0 18 6.6 4071 20 8.9 4756 33 15.0 7895
10.0 25 23.3 7118 29 26.5 8027 38 41.3 11849
20.0 38 105.2 14434 42 115.3 16315 52 174.0 20816
30.0 50 271.6 22426 54 327.6 25308 64 456.0 30785
50.0 69 1491.5 38448 72 1006.5 43824 82 1572.6 50942

Synthesis solution 1 Synthesis solution 2 Solution D

5.0 35 11.9 6539 20 9.6 4564 20 8.6 4459
10.0 42 35.4 9772 26 29.7 7646 26 24.9 7383
20.0 53 131.2 17777 41 111.7 15621 39 91.1 15170
30.0 61 367.4 26362 53 279.7 24239 50 250.9 23063
50.0 74 1349.6 45170 71 989.1 42703 71 791 40403