Bare-Bones Teaching-Learning-Based Optimization

Table 5

Comparisons mean ± std of the solutions using different algorithms.

Fun	jDE	SaDE	PSOcfLocal	PSOwFIPS	TLBO	BBTLBO
𝐹1	3.63𝑒−025±1.85𝑒−024	7.65𝑒−025±3.34𝑒−024	9.23𝑒−018±3.03𝑒−017	1.01𝑒−002±5.48𝑒−003	3.05𝑒−189±00	𝟎.𝟎±𝟎.𝟎
𝐹2	1.49𝑒−023±6.69𝑒−023	2.75𝑒−025±1.08𝑒−024	3.68𝑒−017±5.37𝑒−017	1.08𝑒−001±5.05𝑒−002	1.29𝑒−185±00	𝟎.𝟎±𝟎.𝟎
𝐹3	3.22𝑒−002±2.83𝑒−002	2.08𝑒−002±1.18𝑒−002	1.28𝑒−002±5.50𝑒−003	1.86𝑒−002±4.39𝑒−003	5.70𝑒−004±2.37𝑒−004	𝟐.𝟐𝟕𝐞−𝟎𝟎𝟒±𝟏.𝟐𝟔𝐞−𝟎𝟎𝟒
𝐹4	2.11𝑒+001±6.74𝑒+001	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎
𝐹5	1.22𝑒+002±1.37𝑒+002	4.28𝑒+001±2.59𝑒+001	1.17𝑒+001±9.30𝑒+000	2.60𝑒+003±6.79𝑒+002	9.45𝑒−043±6.47𝑒−042	𝟐.𝟏𝟔𝐞−𝟏𝟏𝟓±𝟏.𝟏𝟎𝐞−𝟏𝟏𝟒
𝐹6	3.06𝑒+001±8.50𝑒+000	2.45𝑒+000±2.60𝑒+000	4.67𝑒−001±2.82𝑒−001	2.66𝑒+000±5.58𝑒−001	2.08𝑒−078±4.30𝑒−078	𝟑.𝟔𝟑𝐞−𝟏𝟓𝟒±𝟏.𝟑𝟒𝐞−𝟏𝟓𝟑
𝐹7	8.28𝑒−019±3.49𝑒−018	5.40𝑒−016±3.81𝑒−015	1.34𝑒−011±1.27𝑒−011	1.70𝑒−002±2.85𝑒−003	3.84𝑒−096±5.53𝑒−096	𝟏.𝟏𝟔𝐞−𝟏𝟖𝟖±𝟎𝟎
𝐹8	2.16𝑒+000±4.16𝑒+000	4.88𝑒−001±5.82𝑒−001	9.60𝑒−002±6.99𝑒−002	5.86𝑒+001±1.70𝑒+001	7.09𝑒−022±4.99𝑒−021	𝟏.𝟎𝟕𝐞−𝟎𝟓𝟔±𝟒.𝟑𝟗𝐞−𝟎𝟓𝟔
𝐹9	2.49𝑒+001±1.05𝑒+001	2.61𝑒+001±1.07𝑒+000	𝟐.𝟒𝟎𝐞+𝟎𝟎𝟏±𝟏.𝟓𝟐𝐞+𝟎𝟎𝟎	2.65𝑒+001±3.54𝑒−001	2.55𝑒+001±5.01𝑒−001	2.83𝑒+001±3.41𝑒−001
𝐹10	5.05𝑒−001±7.06𝑒−001	2.07𝑒−001±4.58𝑒−001	1.94𝑒−001±4.56𝑒−001	2.16𝑒−002±4.37𝑒−003	3.62𝑒−015±5.02𝑒−016	𝟑.𝟓𝟓𝐞−𝟎𝟏𝟓±𝟎𝟎
𝐹11	2.03𝑒+000±1.94𝑒+000	3.86𝑒+000±1.97𝑒+000	4.26𝑒+001±1.06𝑒+001	1.15𝑒+002±1.54𝑒+001	1.55𝑒+001±8.09𝑒+000	𝟎.𝟎±𝟎.𝟎
𝐹12	2.88𝑒−002±1.45𝑒−001	6.50𝑒−002±1.87𝑒−001	7.89𝑒−001±1.03𝑒+000	1.36𝑒+000±7.41𝑒−001	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎
𝐹13	1.87𝑒−002±3.58𝑒−002	1.18𝑒−002±1.75𝑒−002	1.16𝑒−002±1.58𝑒−002	1.06𝑒−001±9.93𝑒−002	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎
𝐹14	1.93𝑒+002±1.42𝑒+002	𝟏.𝟑𝟓𝐞+𝟎𝟎𝟐±𝟏.𝟐𝟔𝐞+𝟎𝟎𝟐	4.49𝑒+003±8.25𝑒+002	3.96𝑒+003±8.40𝑒+002	4.82𝑒+003±6.86𝑒+002	5.58𝑒+003±7.80𝑒+002
𝐹15	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎
𝐹16	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎
𝐹17	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎	𝟎.𝟎±𝟎.𝟎
𝐹18	−9.40𝑒+000±2.10𝑒+000	−9.25𝑒+000±2.30𝑒+000	−7.76𝑒+000±3.42𝑒+000	−9.79𝑒+000±1.44𝑒+000	−9.72𝑒+000±1.42𝑒+000	−𝟗.𝟖𝟓𝐞+𝟎𝟎𝟎±𝟏.𝟐𝟐𝐞+𝟎𝟎𝟎
𝐹19	−9.85𝑒+000±1.90𝑒+000	−9.87𝑒+000±1.83𝑒+000	−9.24𝑒+000±2.70𝑒+000	−𝟏.𝟎𝟒𝐞+𝟎𝟎𝟏±𝟒.𝟐𝟑𝐞−𝟎𝟎𝟗	−9.22𝑒+000±2.41𝑒+000	−9.82𝑒+000±1.78𝑒+000
𝐹20	−9.65𝑒+000±2.23𝑒+000	−1.01𝑒+001±1.59𝑒+000	−9.63𝑒+000±2.50𝑒+000	−𝟏.𝟎𝟓𝐞+𝟎𝟎𝟏±𝟏.𝟎𝟏𝐞−𝟎𝟎𝟒	−9.65𝑒+000±2.23𝑒+000	−9.41𝑒+000±2.43𝑒+000
𝑤/𝑡/𝑙	13/3/4	12/4/4	13/4/3	12/4/4	11/6/3	—