A modified simplex based direct search optimization algorithm for adaptive transversal FIR filters

In this paper, a novel modified optimization algorithm is presented, which combines Nelder-Mead (NM) method with a gradient-based approach. The well-known Nelder Mead optimization technique is widely used but it suffers from convergence issues in higher dimensional complex problems. Unlike the NM, i...

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Bibliographic Details
Published in:	Science progress (1916) Vol. 104; no. 2; pp. 1 - 19
Main Authors:	Mohsin, Armaghan, Alsmadi, Yazan, Uppal, Ali Arshad, Gulfam, Sardar Muhammad
Format:	Journal Article
Language:	English
Published:	London, England Sage Publications, Ltd 01.04.2021 SAGE Publications Sage Publications Ltd
Subjects:	Adaptive algorithms Adaptive filters Algorithms Centroids Computational geometry Convergence Convexity Cost function FIR filters Iterative methods Objective function Optimization Optimization algorithms Optimization techniques direct search adaptive filtering optimization Nelder Mead
ISSN:	0036-8504, 2047-7163, 2047-7163
Online Access:	Get full text
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