An Evaluation of a Metaheuristic Artificial Immune System for Household Energy Optimization
Author(s)
Navarro-Caceres, Maria; Villarrubia, Gabriel; Venyagamoorthy, G. Kumar; Herath, Pramod; Prieto Castrillo, Francisco
DownloadCOMPLEXITY.2018.9597158.pdf (913.3Kb)
PUBLISHER_CC
Publisher with Creative Commons License
Creative Commons Attribution
Terms of use
Metadata
Show full item recordAbstract
Devices in a smart home should be connected in an optimal way; this helps save energy and money. Among numerous optimization models that can be found in the literature, we would like to highlight artificial immune systems, which use special bioinspired algorithms to solve optimization problems effectively. The aim of this work is to present the application of an artificial immune system in the context of different energy optimization problems. Likewise, a case study is performed in which an artificial immune system is incorporated in order to solve an energy management problem in a domestic environment. A thorough analysis of the different strategies is carried out to demonstrate the ability of an artificial immune system to find a successful optima which satisfies the problem constraints.
Date issued
2018-07Department
Massachusetts Institute of Technology. Media LaboratoryJournal
Complexity
Publisher
Hindawi Publishing Corporation
Citation
Navarro-Caceres, Maria, et al. “An Evaluation of a Metaheuristic Artificial Immune System for Household Energy Optimization.” Complexity, vol. 2018, July 2018, pp. 1–11. © 2018 Maria Navarro-Caceres et al.
Version: Final published version
ISSN
1076-2787
1099-0526