Table 1 The difference between the proposed LCA algorithm and existing meta-heuristic algorithms.
From: Learning cooking algorithm for solving global optimization problems
\(\text { Algorithm}\) | \(\text { Category }\) | \(\text {Inspiration}\) |
|---|---|---|
Genetic algorithm (GA)8 | Evolutionary-based | Evolutionary concepts |
Differential evolution (DE)9 | Evolutionary-based | Darwin’s theory of evolution |
Learner performance behaviour (LPB)13 | Evolutionary-based | Distribution of students in different departments at a university |
Particle swarm algorithm (PSO)14 | Swarm-based | Social behavior of bird swarms |
Tunicate swarm algorithm (TSA)20 | Swarm-based | The jet propulsion and swarm behaviors of tunicates |
Salp swarm algorithm (SSA)80 | Swarm-based | Foraging behavior of the salps |
Grey Wolf optimizer (GWO)15 | Swarm-based | Hunting behaviour of the grey wolfs |
Whale optimization algorithm (WOA)19 | Swarm-based | Social behavior of the humpback whales |
Golden Jackal optimization (GJO)81 | Swarm-based | Hunting behaviour of the golden jackals |
Beluga Whale optimization (BWO)82 | Swarm-based | Social behavior of beluga whales |
Harris Hawks Optimizer (HHO)83 | Swarm-based | Cooperative behavior and stalking style of Harris’s hawks |
Mountain Gazelle optimizer (MGO)84 | Swarm-based | The social life and hierarchy of wild mountain gazelles |
Sand cat swarm optimization (SCSO)85 | Swarm-based | Social behavior of the sand cat |
Simulated annealing (SA)36 | Physics-based | Annealing process in metallurgy |
Multi-Verse optimizer (MVO)40 | Physics-based | Multi-verse theory |
Equilibrium optimizer (EO)44 | Physics-based | Physics-based source and sink models |
Teaching-learning-based optimization (TLBO)54 | Human-based | Teaching and learning in a classroom |
Mountaineering team based optimization (MTBO)86 | Human-based | Social performance and cooperation of humans by considering natural phenomena |
Seeker optimization algorithm (SOA)63 | Human-based | The action of human randomized search |
Ali Baba and the Forty Thieves (AFT)69 | Human-based | The tale of Ali Baba and the forty thieves |
Coronavirus herd immunity optimizer (CHIO)68 | Human-based | Herd immunity concept to respond to COVID-19 |
Learning cooking algorithm (LCA) | Human-based | The cooking activity of humans |
