A Metaheuristic Algorithm Based on Chemotherapy Science: CSA

Table 1

List of some metaheuristic algorithms (1975–2015) [10].

Number	Year	Algorithm
1	1975	Holland introduced the Genetic Algorithm (GA) [4].
2	1977	Glover proposed Scatter Search (SS) [11].
3	1980	Smith elucidated genetic programming [12].
4	1983	Kirkpatrick et al. proposed Simulated Annealing (SA) [7].
5	1986	Glover offered Tabu Search (TS) [5].
6	1986	Farmer et al. suggested the Artificial Immune System (AIS) [13].
7	1988	Koza registered his first patent on genetic programming [14].
8	1989	Evolver provided the first optimization software using the GA [15].
9	1989	Moscato presented Memetic Algorithm [16].
10	1992	Dorigo proposed the Ant Colony Algorithm (ACO) [8].
11	1993	Fonseca and Fleming provided Multiobjective GA (MOGA) [17].
12	1994	Battiti and Tecchiolli introduced Reactive Search Optimization (RSO) principles for the online self-tuning of heuristics [18].
13	1995	Kennedy and Eberhart proposed Particle Swarm Optimization (PSO) [9].
14	1997	Storn and Price suggested Differential Evolution (DE) [19].
15	1997	Rubinstein presented the Cross Entropy Method (CEM) [20].
16	1999	Taillard and Voss proposed POPMUSIC [21].
17	2001	Geem et al. provided Harmony Search (HS) [22].
18	2001	Hanseth and Aanestad offered Bootstrap Algorithm (BA) [23].
19	2004	Nakrani and Tovey presented Bees Optimization (BO) [24].
20	2005	Krishnanand and Ghose introduced Glowworm Swarm Optimization (GSO) [25].
21	2005	Karaboga proposed Artificial Bee Colony (ABC) Algorithm [26].
22	2006	Haddad et al. suggested Honeybee Mating Optimization (HMO) [27].
23	2007	Shah-Hosseini offered Intelligent Water Drops (IWD) [28].
24	2007	Atashpaz-Gargari and Lucas introduced Imperialist Competitive Algorithm (ICA) [29].
25	2007	Mucherino and Seref suggested Monkey Search (MS) [30].
26	2008	Yang presented Firefly Algorithm (FA) [31].
27	2009	Husseinzadeh Kashan provided League Championship Algorithm (LCA) [32].
28	2009	Rashedi et al. introduced Gravitational Search Algorithm (GSA) [33].
29	2009	Yang and Deb offered Cuckoo Search (CS) [34].
30	2010	Yang developed Bat Algorithm (BA) [35].
31	2011	Shah-Hosseini introduced the Galaxy-based Search Algorithm (GbSA) [36].
32	2011	Tamura and Yasuda designed Spiral Optimization (SO) [37].
33	2011	Rao et al. presented Teaching-Learning-Based Optimization (TLBO) algorithm [38].
34	2012	Gandomi and Alavi proposed the Krill Herd (KH) Algorithm [39].
35	2012	Civicioglu introduced Differential Search Algorithm (DSA) [40].
36	2013	Gandomi et al. introduced Cuckoo Search Algorithm (CSA): a metaheuristic approach to solving structural optimization problems [41].
37	2013	Gandomi et al. introduced Firefly Algorithm (FA) with chaos [42].
38	2014	Kaveh and Mahdavi developed Colliding Bodies Optimization (CBO) Algorithm [43].
39	2014	Beheshti and Shamsuddin presented CAPSO: centripetal accelerated Particle Swarm Optimization [44].
40	2014	Meng et al. designed Crisscross Optimization Algorithm (COA) [45].
41	2015	Javidy et al. proposed Lons Motion Algorithm (LMA) [46].
42	2015	Yu and Li developed a Social Spider Algorithm (SSA) [47].
43	2016	Rao proposed Jaya algorithm as a simple algorithm [48].
44	2017	Salmani and Eshghi introduced a Smart Structured Algorithm (SSA) to solve Mixed Integer Problem (MIP) [49].