Title of article :
A hybrid harmony search algorithm for the spread spectrum radar polyphase codes design problem
Author/Authors :
Gil-L?pez، نويسنده , , Sergio and Ser، نويسنده , , Javier Del and Salcedo-Sanz، نويسنده , , Sancho and Pérez-Bellido، نويسنده , , ?ngel M. and Cabero، نويسنده , , José Mar?´a and Portilla-Figueras، نويسنده , , José A.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
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.
Keywords :
harmony search , Gradient-guided local search , Polyphase code design , Soft-computing techniques
Journal title :
Expert Systems with Applications
Journal title :
Expert Systems with Applications