Table 4.

Classification of Human-Inspired Optimization Algorithms (HIOA) as per

source of inspiration

SI	Name of the HIOA	Classification of HIOA
		Socio-Political Philosophy	Socio-Competitive Behavior	Socio-Cultural / Socio-Interaction	Socio-Musical Ideologies	Socio-Emigration / Socio-Colonization
		Political HIOA	Competitive HIOA	Interactive HIOA	Musical HIOA	Emigrational HIOA
1	Cultural Algorithm	×	×	✓	×	×
2	Imperialist Competitive Algorithm	×	×	×	×	✓
3	Teaching Learning-Based Optimization	×	×	✓	×	×
4	Brain Storm Optimization	×	×	✓	×	×
5	Human Behavior-Based Optimization	×	×	✓	×	×
6	Human Mental Search	×	×	✓	×	×
7	Social Engineering Optimizer	×	×	✓	×	×
8	Queuing Search Algorithm	×	×	✓	×	×
9	Search and Rescue Optimization	×	×	✓	×	×
10	Life Choice-Based Optimization	×	×	✓	×	×
11	Social Ski-Driver Optimization	×	×	✓	×	×
12	Gaining Sharing Knowledge-Based Algorithm	×	×	✓	×	×
13	Future Search Algorithm	×	×	✓	×	×
14	Forensic-Based Investigation Optimization	×	×	✓	×	×
15	Political Optimizer	✓	×	×	×	×
16	Heap-Based Optimizer	×	×		×	×
17	Human Urbanization Algorithm	×	×	×	×
18	Battle Royale Optimization	×	✓	×	×	×
19	Coronavirus Herd Immunity Optimization	×	×	✓	×	×
20	Harmony Search Algorithm	×	×	×	✓	×
21	Passing Vehicle Search	×	×	✓	×	×
22	Jaya Algorithm	×	×	✓	×	×
23	Seeker Optimization Algorithm	×	×	✓	×	×
24	Interior Search	×	×	✓	×	×
25	Soccer League Competition Algorithm	×	✓	×	×	×
26	Exchange Market Algorithm	×	×	✓	×	×
27	Group Counseling Optimization Algorithm	×	×	✓	×	×
28	Tug of War Optimization	×	✓	×	×	×
29	Most Valuable Player Algorithm	×	✓	×	×	×
30	Volleyball Premier League Algorithm	×	✓	×	×	×
31	Dynastic Optimization Algorithm	✓	×	×	×	×
32	Focus Group	×	×		×	×
33	Stock Exchange Trading Optimization	×	×		×	×
34	Anti Coronavirus Optimization Algorithm	×	×	✓	×	×
35	Socio Evolution and Learning Optimization	×	×	✓	×	×
36	Election Algorithm	✓	×	×	×	×
37	Election Campaign Optimization Algorithm	✓	×	×	×	×
38	Anarchic Society Optimization	✓	×	×	×	×
39	Society and Civilization	×	×	✓	×	×
40	Social Emotional Optimization Algorithm	×	×	✓	×	×
41	League Championship Algorithm	×	✓	×	×	×
42	Ideology Algorithm	✓	×	×	×	×
43	Cohort Intelligence	×	×	✓	×	×
44	Social Group Optimization	×	×	✓	×	×
45	Social Learning Optimization	×	×	✓	×	×
46	Cultural Evolution Algorithm	×	×	✓	×	×
47	Backtracking Search Optimization Algorithm	×	×	✓	×	×
48	Football Game Algorithm	×	✓	×	×	×
49	Class Topper Optimization	×	✓	×	×	×
50	Ludo Game-based Swarm Intelligence	×	✓	×	×	×
51	Team Game Algorithm	×	✓	×	×	×