| Title | Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm Optimization |
|---|---|
| ID_Doc | 37142 |
| Authors | Sato, M; Fukuyama, Y; El-Abd, M; Iizaka, T; Matsui, T |
| Title | Total Optimization of Energy Networks in Smart City by Cooperative Coevolution using Global-best Brain Storm Optimization |
| Year | 2019 |
| Published | |
| Abstract | This paper proposes total optimization of energy networks in a smart city (SC) by cooperative coevolution using global-best brain storm optimization (CCGBSO). The smart city problem is one of mixed integer nonlinear programming (MINLP) problems. Therefore, various evolutionary computation methods such as differential evolutionary particle swarm optimization (DEEPSO), Brain Storm Optimization (BSO), Modified BSO (MBSO), Global-best BSO (GBSO) have been applied to the problem. However, quality of solution is still required to be improved. Cooperative Cooperation has a possibility to improve solution quality of large scale optimization problems such as the SC problem and this paper proposes a new cooperative coevolution algorithm, CCGBSO. The results of the proposed CCGBSO based method are verified to be the most improved comparing with those of the conventional DEEPSO, BSO, MBSO, and GBSO based methods. |
Similar Articles
| ID | Score | Article |
|---|---|---|
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 | |
| 37423
|
Sato, M; Fukuyama, Y; Iizaka, T; Matsui, T Total Optimization of Smart City by Multi-population Brain Storm Optimization with Differential Evolution Strategies(2018) | |
| 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 | |
| 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 |