| Title | Total Optimization of Smart City by Multi-population Brain Storm Optimization with Differential Evolution Strategies |
|---|---|
| ID_Doc | 37423 |
| Authors | Sato, M; Fukuyama, Y; Iizaka, T; Matsui, T |
| Title | Total Optimization of Smart City by Multi-population Brain Storm Optimization with Differential Evolution Strategies |
| Year | 2018 |
| Published | |
| Abstract | This paper proposes a total optimization method of a smart city (SC) by multi-population brain storm optimization with differential evolution strategies (MP-BSODE). Energy cost, actual electric power loads at peak load hours, and CO2 emission are minimized using a SC model. Many evolutionary computation techniques such as Particle Swarm Optimization (PSO), Differential Evolution (DE), and Differential Evolutionary Particle Swarm Optimization (DEEPSO) have been applied to the problem. However, there is room for improving solution quality. The results by the proposed MP-BSODE based method are compared with those by the original brain storm optimization with differential evolution strategies (BSODE), DEEPSO, and the original BSO based methods through simulations applied to a model of Toyama city, which is a moderately-sized city in Japan. |
Similar Articles
| ID | Score | Article |
|---|---|---|
36316
|
Sato, M; Fukuyama, Y Total Optimization of Smart City by Brain Storm Optimization(2018) | |
| 38303
|
Sato, M; Fukuyama, Y Total Optimization of Smart City by Modified Brain Storm Optimization(2018)Ifac Papersonline, 51, 28 | |
| 36858
|
Sato, M; Fukuyama, Y; Iizaka, T; Matsui, T Total Optimization of Energy Networks in whole Smart City by Global-best Brain Storm Optimization with Differential Evolution Strategies(2019) | |
| 37529
|
Zheng, M; Fukuyama, Y; El-Abd, M; Iizaka, T; Matsui, T Overall Optimization of Smart City by Multi-population Global-best Brain Storm Optimization using Cooperative Coevolution(2020) | |
| 37598
|
Sato, M; Fukuyama, Y; Iizaka, T; Matsui, T Total Optimization of Energy Networks in a Smart City by Multi-Population Global-Best Modified Brain Storm Optimization with Migration(2019)Algorithms, 12.0, 1 | |
| 37142
|
Sato, M; Fukuyama, Y; El-Abd, M; Iizaka, T; Matsui, T Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm Optimization(2019) | |
| 37399
|
Sato, M; Fukuyama, Y; Iizaka, T; Matsui, T Total Optimization of Energy Networks in a Smart City by Multi-Swarm Differential Evolutionary Particle Swarm Optimization(2019)Ieee Transactions On Sustainable Energy, 10.0, 4 |