An improved differential evolution algorithm and its application in optimization problem

W Deng, S Shang, X Cai, H Zhao, Y Song, J Xu - Soft Computing, 2021 - Springer
The selection of the mutation strategy for differential evolution (DE) algorithm plays an
important role in the optimization performance, such as exploration ability, convergence …

Quantum differential evolution with cooperative coevolution framework and hybrid mutation strategy for large scale optimization

W Deng, S Shang, X Cai, H Zhao, Y Zhou… - Knowledge-Based …, 2021 - Elsevier
In order to overcome the low solution efficiency, insufficient diversity in the later search
stage, slow convergence speed and a high search stagnation possibility of differential …

Integrated cat swarm optimization and differential evolution algorithm for optimal IIR filter design in multi-objective framework

KK Dhaliwal, JS Dhillon - Circuits, Systems, and Signal Processing, 2017 - Springer
This paper proposes an integrated optimization technique which combines the features of
the cat swarm optimization (CSO) algorithm with the traditional differential evolution (DE) …

Role of Mutation Strategies of Differential Evolution Algorithm in Designing Hardware Efficient Multiplier-less Low-pass FIR Filter.

A Chandra, S Chattopadhyay - Journal of Multimedia, 2012 - search.ebscohost.com
In recent times, system designers are becoming very much apprehensive in reducing the
structural complexity of digital systems with which they deal in practice. However, the …

[PDF][PDF] Optimization of control parameters of differential evolution technique for the design of FIR pulse-shaping filter in QPSK modulated system

SCSK Sanyal, A Chandra - Journal of Communications, 2011 - Citeseer
Signal Processing in modern era, involves rigorous applications of various evolutionary
algorithms such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and …

Efficient VLSI architecture for FIR filter design using modified differential evolution ant colony optimization algorithm

TM John, S Chacko - Circuit World, 2020 - emerald.com
Purpose This paper aims to concentrate on an efficient finite impulse response (FIR) filter
architecture in combination with the differential evolution ant colony algorithm (DE-ACO). For …

Comparison of various mutation schemes of differential evolution algorithm for the design of low pass FIR filter

Differential Evolution (DE) has established itself as a very useful tool in the domain of
optimization technique in recent times. It has found its paramount importance in various …

Design of FIR pulse-shaping filter: Superiority of Differential Evolution optimization over Convex optimization

S Chattopadhyay, SK Sanyal… - Proceedings of Papers …, 2010 - ieeexplore.ieee.org
Design of different types of digital FIR filter is of paramount significance in various Digital
Signal Processing (DSP) applications. Different optimization techniques can judiciously be …

Optimization of control parameter of differential evolution algorithm for efficient design of FIR filter

S Chattopadhyay, SK Sanyal… - 2010 13th International …, 2010 - ieeexplore.ieee.org
Modern signal processing applications invoke various evolutionary algorithms in different
areas such as aerodynamic shape optimization, pattern recognition, digital filter design …

A novel self-adaptive differential evolution algorithm for efficient design of multiplier-less low-pass FIR filter

A Chandra, S Chattopadhyay - International Conference on …, 2011 - ieeexplore.ieee.org
Variety of real-world optimization problems can be successfully solved by employing a
powerful technique, called Differential Evolution (DE) algorithm. The popularity of DE has …