A Comparative Performance Investigation of Swarm Optimisers on the Design of Hydrostatic Thrust Bearing

Table 3

Best, worst, and mean fitness results of the algorithms at different populations and iteration sizes.

Algorithms	Population size
	#	100			400			800
	iterations	Worst	Mean	Best	Worst	Mean	Best	Worst	Mean	Best
ABC	100	97880,22377	59756,19037	35199,122	61438,2	38997,04537	23972,79965	45816,66109	35635,12678	25911,96344
	1000	42477,76908	33791,24852	25929,378	36734,93	30543,36807	25276,78226	37473,99432	30138,08625	23780,59516
	5000	33425,55472	28379,06693	24551,577	30956,61847	26934,92081	23447,8621	26339,46279	24666,75976	22830,65571
CS	100	86472,45356	52863,75942	37332,47	73568,12	46060,36489	22864,9523	49565,0751	37655,52983	29197,89212
	1000	33805,431	28370,40843	24409,907	29135,1	26901,81866	22247,30483	28196,3445	26395,48853	23922,48927
	5000	21419,78879	20663,07987	20165,94	20842,00943	20455,23573	19926,80827	20466,14966	20297,33609	19950,96346
GWO	100	96943,09892	49335,12227	25103,291	49501,18	29989,26663	21571,10275	46829,225	26831,94961	20747,87574
	1000	80124,80937	51458,42565	23085,525	28241,92	20625,69807	19629,68579	20070,02109	19742,61778	19562,81207
	5000	36928,31868	24291,30478	19586,232	19673,73006	19575,76898	19542,05678	19556,18396	19533,09898	19516,83771
MVO	100	36290,93605	28601,01781	24000,85	33412,84	26288,74334	20299,44124	31998,05736	24091,47227	19827,22283
	1000	28544,07865	21942,57516	19605,425	20334,92	19739,74148	19537,59644	20306,92897	19632,75373	19517,10515
	5000	25179,91496	19985,30306	19529,24	19937,75722	19595,30664	19514,8083	19517,78342	19511,16351	19508,39014
PSO	100	41159,18268	32404,95809	26166,869	34563,34	28483,1693	24047,96276	30706,99491	26603,35596	23125,08598
	1000	27831,00564	23986,12466	21747,726	25286,4	21347,28043	20117,52228	21623,69067	20614,88738	19948,8345
	5000	20707,32489	19861,48152	19588,604	19638,34448	19560,9795	19520,64307	19529,52256	19522,63534	19511,3608
SSA	100	40696,77805	30843,76731	27046,163	41522,23	31848,27576	23198,94943	40628,97117	31973,0032	26916,72938
	1000	63824,98431	31286,77464	21030,705	31282,91	25501,85922	20211,64085	47549,89143	28910,74458	21365,3382
	5000	28169,30759	23867,89307	19525,274	30032,02749	23406,51657	19572,13612	26034,91429	22685,63005	19671,90412
WOA	100	56481,05312	43441,94424	24296,775	51397,87	33718,33034	22550,37552	41141,30307	27294,16099	20671,39233
	1000	31215,27977	25190,74613	20333,709	41090,55	25311,34203	19764,81337	23666,92413	20918,93497	19522,75021
	5000	35441,19553	23217,44358	19595,925	23441,77209	20477,36342	19521,03023	21765,56684	20590,50532	19509,09474