Title :
Firefly algorithm for multi-objective RFID network planning problem
Author :
Tuba, Milan ; Bacanin, Nebojsa ; Alihodzic, Adis
Author_Institution :
Fac. of Comput. Sci., Megatrend Univ., Belgrade, Serbia
Abstract :
RFID network planning involves many objectives and constraints and it belongs to the class of NP-hard problems. Such problems were recently successfully tackled by nondeterministic optimization metaheuristics where swarm intelligence represents a prominent branch. We present improved firefly algorithm adjusted for multi-objective RFID network planning where our proposed algorithm improved results considering all relevant performance measures tested on the same benchmark functions and compared to the previously known results from the literature.
Keywords :
optimisation; radiofrequency identification; swarm intelligence; telecommunication network planning; NP-hard problems; benchmark functions; improved firefly algorithm; multiobjective RFID network planning; nondeterministic optimization metaheuristics; swarm intelligence; Algorithm design and analysis; Load modeling; Measurement; Optimization; Particle swarm optimization; Planning; Radiofrequency identification; Firefly algorithm; RFID network planning; metaheuristic optimization; swarm intelligence;
Conference_Titel :
Telecommunications Forum Telfor (TELFOR), 2014 22nd
Conference_Location :
Belgrade
Print_ISBN :
978-1-4799-6190-0
DOI :
10.1109/TELFOR.2014.7034365
