Table 20 The global optimal results of the algorithms on multi-objective of direct form FIR filter.

From: Enhanced chimp optimization algorithm for high level synthesis of digital filters

Algorithm

Best score

Best max

Mean

SD

SChoA

0.0046

11.8261

0.6708

1.054

MPSO

5.4383

11.6974

5.4888

0.3805

TACPSO

5.4383

11.4401

5.6124

0.829

ChCS

10.8411

11.358

10.856

0.0759

Chimp

9.943

11.9379

10.3059

0.4513

MChimp

9.00396

11.5773

9.1815

0.4439

GWO

6.3861

12.9561

6.5973

0.604

MFO

5.4383

17.5802

5.6966

0.9476

SCA

9.049

10.8017

9.1355

0.5581

TLBO

5.4383

10.7239

5.5887

0.5822

PSO

6.3402

10.9351

6.8387

0.6043

  1. The bold values show the best solutions for problems.