Undergraduate Research Project on Optimizations and Evolutionary Algorithms

Last updated on Jul 5, 2020

Developed a set of optimization tools to contribute the field of evolutionary algorithms such as Genetic Algorithm (GE) and Particle Swarm Optimization (PSO) and applied them toward solving complex real world problems. This project involved

  • Hybridization of Various Unimodal & Multi-modal Optimization Algorithms to Develop New Improved Algorithms

  • Study of Various Evolutionary Algorithms in Optimizing Antenna Structures and Antenna Array Design Using Optimization Algorithms Like DE and PSO

AI
Pradipta Ghosh
Pradipta Ghosh
Research Scientist (Optimization)

My research interests include Content Distribution Network, Internet of Things, Ubiquitious Computing, Automation & Robotics, Networked Systems, and Compute Vision.

Publications

Adaptive-differential-evolution-based design of two-channel quadrature mirror filter banks for sub-band coding and data transmission

This paper proposes an improved and adaptive variant of the differential evolution algorithm for the design of two-channel quadrature …
Pradipta Ghosh, Swagatam Das, Hamim Zafar
PDF Project

An efficient memetic algorithm for parameter tuning of PID controller in AVR system

In recent years, there has been a growing interest in real world application of heuristic methods. Memetic Algorithm (MA) is one of …
Ankush Mandal, Hamim Zafar, Pradipta Ghosh, Swagatam Das, Ajith Abraham
PDF Project

Design of two-channel quadrature mirror filter banks using differential evolution with global and local neighborhoods

This paper introduces a novel method named DEGL (Differential Evolution with global and local neighborhoods) regarding the design of …
Pradipta Ghosh, Hamim Zafar, Joydeep Banerjee, Swagatam Das
PDF Project

Modified local neighborhood based niching particle swarm optimization for multimodal function optimization

A particle swarm optimization model for tracking multiple peaks over a multimodal fitness landscape is described here. Multimodal …
Pradipta Ghosh, Hamim Zafar, Ankush Mandal
PDF Project