Ant Colony Optimization

By Fabricio A. Breve, colônia de formigas, ◦. Aprimorado, padrão de forrageamento, ◦. Agregue. Nature-Inspired Optimization Algorithms, 2020

3,006 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computational Theory and Mathematics, Industrial and Manufacturing Engineering

View Paper: https://www.semanticscholar.org/paper/54317098bb142b9fb3d54047e138adfe0866938c

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Ali Asghar Heidari
2. Ibrahim Aljarah
3. Hossam Faris
4. Majdi M. Mafarja
5. Seyedali Mirjalili
6. Ala’ M. Al-Zoubi
7. Hamido Fujita
8. Tansel Dökeroğlu

In Computational Theory and Mathematics

1. Ali Asghar Heidari
2. Hossam Faris
3. Ibrahim Aljarah
4. Majdi M. Mafarja
5. Ala’ M. Al-Zoubi
6. Seyedali Mirjalili
7. Hamido Fujita
8. Sheng Wen

In Industrial and Manufacturing Engineering

1. Seyedali Mirjalili
2. Ali Asghar Heidari

Citations in the corpus

• Fuzzing: A Survey for Roadmap (2022, methodology): “AFLChurn [214] utilizes Ant Colony Optimization (ACO) [60] to learn how bytes inluence the itness of seeds.”
• Big data for cyber physical systems in industry 4.0: a survey (2019, neutral): “Typical heuristic methods include genetic algorithm (Deb et al. 2002), simulated annealing (Kirkpatrick, Gelatt, and Vecchi 1983), hill climbing (Tsamardinos, Brown, and Aliferis 2006), tabu search (Glover and Laguna 2013), and colony optimization (Dorigo, Birattari, and Stutzle 2006).”
• Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning (2024, neutral): “Using a mathematical model based on sine and cosine functions, Mir-jalili [25] developed the Sine Cosine technique (SCA), a population-based optimization technique.”
• An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems (2018, background): “Examples of SI algorithms include limited to Particle Swarm Optimization (PSO) [13], Ant Colony Optimization 14], Dragonfly Algorithm (DA) [15], Whale Optimization Algorithm (WOA) [16], Algorithm (WCA) [17, 18], Krill Herd (KH) [19] algo-rithm, Fruit Fly Algorithm (FFOA) [20], Grey Wolf Optimizer…”
• Sand Cat swarm optimization: a nature-inspired algorithm to solve global optimization problems (2022, neutral): “Ant colony optimization (ACO) is another algorithm in this category [26].”
• Equilibrium optimizer: A novel optimization algorithm (2020, neutral): “Genetic Algorithms (GA) [7], Particle Swarm Optimization (PSO) [8], Simulated Annealing (SA) [9], and Ant Colony Optimization (ACO) [10] are among some of the most conventional meta-heuristics approaches.”