Title :
Recently developed social-based algorithms for antennas optimization
Author :
Grimaccia, F. ; Mussetta, M. ; Niccolai, Alessandro ; Pirinoli, Paola ; Zich, Riccardo E.
Author_Institution :
Dept. of Energy, Politec. di Milano, Milan, Italy
Abstract :
In recent years there has been an increasing attention to novel evolutionary optimization techniques employed to engineering and real-world applications. Among these, the design of antennas and electromagnetic devices is a well-established field of application. This paper presents a new population based algorithm inspired by the recent explosion of social networks and their capability to drive people´s decision making process in everyday life. Early experimental studies have already proven its effectiveness in the optimized design of EM structures. Here this optimization procedure called SNO - Social Network Optimization is presented and tested in a first comparative study to prove its effectiveness and performance compared with traditional evolutionary algorithms.
Keywords :
antenna radiation patterns; decision making; electromagnetic devices; evolutionary computation; social networking (online); telecommunication computing; EM structure; SNO; antenna optimization; decision making process; electromagnetic device; evolutionary optimization technique; social network optimization; social-based algorithm; Algorithm design and analysis; Benchmark testing; Genetic algorithms; Optimization; Social network services; Sociology; Statistics; Evolutionary algorithms; Social Network Optimization;
Conference_Titel :
Numerical Electromagnetic Modeling and Optimization for RF, Microwave, and Terahertz Applications (NEMO), 2014 International Conference on
Conference_Location :
Pavia
DOI :
10.1109/NEMO.2014.6995717