Research Article

An Efficient Polynomial Time Algorithm for a Class of Generalized Linear Multiplicative Programs with Positive Exponents

Table 3

Comparison of numerical results by using Problem 7.

Algorithm 1Algorithm 2
Avg (Std) timeAvg (Std) IterAvg (Std) timeAvg (Std) Iter

(2, 10, 20)2.9068 (2.8062)75.8 (84.7700)1.9686 (1.9352)22.5 (27.3395)
(2, 20, 20)2.3784 (3.1017)52.6 (76.8936)1.7129 (2.1472)23.4 (35.1801)
(2, 22, 20)0.8663 (0.9232)18.1 (25.0257)0.6568 (0.6239)8 (10.0199)
(2, 20, 30)6.2414 (6.3274)165.2 (164.0334)3.4923 (3.7124)49 (61.764)
(2, 35, 50)3.9868 (4.4041)66.4 (78.2102)3.3046 (3.9017)32.3 (38.6886)
(2, 45, 60)5.8908 (5.4016)129.1 (125.2481)3.7409 (3.3526)40.5 (38.1084)
(2, 45, 100)6.6579 (5.9685)125.3 (123.7061)4.2665 (3.6485)40.2 (40.1343)
(2, 60, 100)7.8626 (6.3057)96.6 (99.4818)4.5517 (2.8324)26 (19.8343)
(2, 70, 100)9.1245 (8.1057)96.3 (104.6633)5.0942 (3.3528)23.6 (18.9430)
(2, 70, 120)11.2742 (13.2311)148 (215.2185)6.0341 (5.5968)35 (37.3256)
(2, 100, 10)0.1877 (0.1300)2.4 (2.9732)0.1542 (0.0663)1.3 (0.6403)
(2, 100, 50)0.9029 (0.5392)8.9 (7.0632)0.6542 (0.3654)3.9 (2.7730)
(2, 100, 100)9.8811 (8.0793)68.6 (55.5287)6.9462 (6.3403)24.1 (26.6813)
(2, 100, 150)15.4331 (10.2573)97.4 (75.1720)9.8838 (6.2545)30.8 (22.1260)
(2, 100, 200)27.1157 (25.3267)124.4 (130.8076)18.9561 (16.8612)49.2 (47.3810)
(2, 100, 250)64.8144 (72.0125)285.1 (353.7955)40.3711 (41.0487)91 (103.9576)
(2, 100, 300)87.5572 (100.4846)331 (398.8197)55.5067 (64.5147)117.2 (153.2434)
(2, 100, 400)132.4251 (176.2381)363.9 (581.9823)87.0321 (97.4482)130.7 (169.6585)
(2, 100, 500)158.4767 (183.7060)338.3 (493.9785)111.0958 (106.7086)133.8 (145.3470)
(2, 100, 700)331.3275 (351.8534)414.2 (546.8741)272.7311 (264.9189)227.1 (257.8927)
(2, 100, 1000)1020.9318 (880.7910)1063.6 (1019.7921)778.8913 (638.1782)522 (460.2479)
(3, 100, 10)4.4724 (7.4341)59.7 (117.2502)3.6522 (5.7934)35.2 (55.7867)
(3, 100, 50)90.8139 (74.9843)1062.4 (982.8277)57.8342 (55.5978)473.3 (564.6533)
(4, 100, 10)75.4301 (189.1250)1509.3 (4122.7180)52.9122 (122.0553)868.1 (2203.3283)