In this paper, we present a new meta-heuristic approach (memetic algorithm) to address multi-objective problems in planar phased arrays. Memetic algorithms are hybrid algorithms that combine the benefits of a global search evolutionary algorithm with a local search method. The Shuffled Frog-Leaping Algorithm (SFLA) consists of a virtual population of frogs partitioned into different memeplexes. It performs a memetic evolution within the memeplex (local search) and a shuffling mix process between memeplexes (global search) to deliver optimum solutions in optimization problems. Derived results show improved characteristics of the antenna array.

Phased Antenna Array Design using Shuffled Frog-Leaping Algorithm / Boursianis, Achilles; Patakakis, Kostas; Goudos, Sotirios K.; Salucci, Marco; Massa, Andrea. - STAMPA. - (2018), pp. 1845-1846. ((Intervento presentato al convegno 2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting tenutosi a Boston, MA nel 8th-13th July 2018 [10.1109/APUSNCURSINRSM.2018.8609068].

Phased Antenna Array Design using Shuffled Frog-Leaping Algorithm

Salucci, Marco;Massa, Andrea
2018

Abstract

In this paper, we present a new meta-heuristic approach (memetic algorithm) to address multi-objective problems in planar phased arrays. Memetic algorithms are hybrid algorithms that combine the benefits of a global search evolutionary algorithm with a local search method. The Shuffled Frog-Leaping Algorithm (SFLA) consists of a virtual population of frogs partitioned into different memeplexes. It performs a memetic evolution within the memeplex (local search) and a shuffling mix process between memeplexes (global search) to deliver optimum solutions in optimization problems. Derived results show improved characteristics of the antenna array.
2018 IEEE Antennas and Propagation Society International Symposium Proceedings
Piscataway, NJ
IEEE
978-1-5386-7102-3
Boursianis, Achilles; Patakakis, Kostas; Goudos, Sotirios K.; Salucci, Marco; Massa, Andrea
Phased Antenna Array Design using Shuffled Frog-Leaping Algorithm / Boursianis, Achilles; Patakakis, Kostas; Goudos, Sotirios K.; Salucci, Marco; Massa, Andrea. - STAMPA. - (2018), pp. 1845-1846. ((Intervento presentato al convegno 2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting tenutosi a Boston, MA nel 8th-13th July 2018 [10.1109/APUSNCURSINRSM.2018.8609068].
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11572/226061
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