A Survey of Swarm Algorithms Applied to Discrete Optimization Problems
Jonas Krause1, Jelson Cordeiro1, Rafael Stubs Parpinelli1, 2 and Heitor Silvério Lopes1, 1Bioinformatics Laboratory, Federal University of Technology Paraná, Curitiba, Brazil, 2Applied Cognitive Computing Group, Santa Catarina State University, Joinville, Brazil
Swarm-based algorithms are inspired by the behavior of some social living beings, such as ants, termites, birds, and fishes. Self-organization and decentralized control are remarkable features of swarm-based systems that, such as in nature, lead to an emergent behavior. Emergent behavior is a property that emerges through local interactions among system components and it is not possible to ...