Research Article

A Hybrid Lightning Search Algorithm-Simplex Method for Global Optimization

Table 4

Results of unimodal benchmark functions.

Benchmark functionResultAlgorithmsRank
LSA-SMLSABAFPAGSAGWOWOAGOA

  
()
Best00.001533289.77910.014711
Worst02523.855694.29961.493134
Mean0590.6185480.51820.357008
Std.0735.4083123.38400.385466

  
()
Best00.36807915.04050.0768141
Worst00.1760462480.37333.206393.855291
Mean00.011954149.077423.979251.493483
Std.00.039601550.52614.6852981.157461

  
()
Best00.0285421745.765205.515122.5354125.8299359.12871
Worst01.92826428399.24646.8589414.933315797.512419.51
Mean00.2833587618.061474.6606224.06885423.81989.0807
Std.00.4256066589.569126.697590.383854804.579532.2332

  
()
Best00.00317620.2986714.461312.6658131
Worst00.5511747.5545621.2983851.5837113.08223
Mean00.1321828.9596217.2806910.912667.064873
Std.00.1398956.2276192.00109313.49772.515921

  
()
Best00534438800081
Worst062210780700044
Mean02.412875.1532.9500018.4
Std.01.3533584518.075109.01740009.34936