Artificial Intelligence and Mobile Services – AIMS 2022
11th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Honolulu, HI, USA, December 10–14, 2022, Proceedings
Chapter and Conference Paper
Combination of backpropagation with global search algorithms such as genetic algorithm (GA) and particle swarm optimization (PSO) has been deployed to improve the efficacy of neural network training. However, ...
Article
Artificial bee colony (ABC) has proved to be a good optimizer on many engineering problems. However, the standard ABC converges slowly because of poor exploitation. Recently, a new ABC variant called global be...
Article
Artificial bee colony (ABC) is an effective optimization algorithm, which has been used in various practical applications. However, the standard ABC suffers from low accuracy of solutions and slow convergence ...
Article
Firefly algorithm (FA) is an excellent global optimizer based on swarm intelligence. Some recent studies show that FA was used to optimize various engineering problems. However, there are some drawbacks for FA...
Article
While solving the optimization problems of complex functions, particle swarm optimization (PSO) would be easy to fall into trap in the local optimum. Besides that, it has slow convergence speed and poor accura...
Chapter and Conference Paper
In a two-dimensional environment, the traditional ant colony algorithm path planning is prone to problems, such as many turning points, easily falling into a local minimum, and the path is not smooth. To addre...
Book and Conference Proceedings
11th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Honolulu, HI, USA, December 10–14, 2022, Proceedings
Book and Conference Proceedings
7th International Conference Held as Part of the Services Conference Federation, SCF 2023 Shenzhen, China, December 17-18, 2023 Proceedings