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Title:
Application of Artificial Immune System to Domestic Energy Management Problem.
Application of Artificial Immune System to Domestic Energy Management Problem.
Authors:
Navarro Cáceres, María; Shokri Gazafroudi, Amin; Prieto Castrillo, Francisco; Venayagamoorthy, Kumar G.; Corchado Rodríguez, Juan M.
Book:
Ubiquitous Wireless Broadband (ICUWB), 2017 IEEE 17th International Conference on. pp. 1-7.
Publication date:
11 January 2018
ISBN:
978-1-5090-5008-6 (Print), 978-1-5090-5007-9 (Online)
The connection of devices in a smart home should be done optimally, this helps save energy and money. Numerous optimization models have been applied, they are based on fuzzy logic, linear programming or bio-inspired algorithms. The aim of this work is to solve an energy management problem in a domestic environment by applying an artificial immune system. We carried out a thorough analysis of the different strategies that optimize a domestic environment system, in order to demonstrate the ability of an artificial immune system to find a successful optima that satisfies the problem constraints.