A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem

Sergio Gil-López, Javier Del Ser, Sancho Salcedo-Sanz, Ángel M. Pérez-Bellido, José María Cabero, José A. Portilla-Figueras

Research output: Contribution to journalArticlepeer-review

27 Citations (Scopus)

Abstract

In this paper we present the application of a hybrid harmony search (HS) algorithm to the Spread-Spectrum Radar Polyphase (SSRP) codes design. Such a design can be formulated as a non-linear max-min optimization problem, hard to be solved using classical numerical techniques. Soft-computing approaches have then been successfully applied to solve the SSRP in the past, such as evolutionary computation techniques, variable neighborhood approaches or tabu search algorithms. In this paper we elaborate on the proposed hybrid HS approach, which consists of a naive implementation of the HS algorithm along with an adaptive-step gradient-guided local search procedure. Intensive computer simulations show that the proposed hybrid HS algorithm is able to outperform existing algorithms for the SSRP design problem (including the best reported so far), with significant differences in large-size SSRP instances.

Original languageEnglish
Pages (from-to)11089-11093
Number of pages5
JournalExpert Systems with Applications
Volume39
Issue number12
DOIs
Publication statusPublished - 15 Sept 2012

Keywords

  • Gradient-guided local search
  • Harmony search
  • Polyphase code design
  • Soft-computing techniques

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