Comparative review of selection techniques in genetic algorithm

A Shukla, HM Pandey… - … international conference on …, 2015 - ieeexplore.ieee.org
This paper compares various selection techniques used in Genetic Algorithm. Genetic
algorithms are optimization search algorithms that maximize or minimizes given functions …

A comparative review of approaches to prevent premature convergence in GA

HM Pandey, A Chaudhary, D Mehrotra - Applied Soft Computing, 2014 - Elsevier
This paper surveys strategies applied to avoid premature convergence in Genetic
Algorithms (GAs). Genetic Algorithm belongs to the set of nature inspired algorithms. The …

Secure medical data transmission using a fusion of bit mask oriented genetic algorithm, encryption and steganography

HM Pandey - Future Generation Computer Systems, 2020 - Elsevier
This paper presents a bit mask oriented genetic algorithm based secure medical data
transmission mechanism. A bit mask oriented genetic algorithm (BMOGA) is utilized to …

Performance evaluation of selection methods of genetic algorithm and network security concerns

HM Pandey - Procedia Computer Science, 2016 - Elsevier
Security is the prominent concern for the network and maintaining security is highly
recommended. There exists several approaches has been attempted to address this …

Grammar induction using bit masking oriented genetic algorithm and comparative analysis

HM Pandey, A Chaudhary, D Mehrotra - Applied Soft Computing, 2016 - Elsevier
This paper presents bit masking oriented genetic algorithm (BMOGA) for context free
grammar induction. It takes the advantages of crossover and mutation mask-fill operators …

Genetic algorithm, particle swarm optimization and harmony search: a quick comparison

S Sharma, HM Pandey - 2016 6th International Conference …, 2016 - ieeexplore.ieee.org
There exists several complex optimization problems, are difficult to solve using simple
conventional or mathematical approach. Many scientific applications have a search space …

Maintaining regularity and generalization in data using the minimum description length principle and genetic algorithm: Case of grammatical inference

HM Pandey, A Chaudhary, D Mehrotra… - Swarm and Evolutionary …, 2016 - Elsevier
In this paper, a genetic algorithm with minimum description length (GAWMDL) is proposed
for grammatical inference. The primary challenge of identifying a language of infinite …

A bee colony optimization with automated parameter tuning for sequential ordering problem

MH Wun, LP Wong, AT Khader… - 2014 4th World Congress …, 2014 - ieeexplore.ieee.org
Sequential Ordering Problem (SOP) is a type of Combinatorial Optimization Problem (COP).
Solving SOP requires finding a feasible Hamiltonian path with minimum cost without …

[PDF][PDF] A comparative review of approaches for the evolutionary search to prevent premature convergence in GA

P Dasha - Applied Soft Computing, 2023 - academia.edu
Genetic Algorithms (GAs) are search and optimization algorithms based on natural selection
and genetics. Genetic Algorithms are one of the most popular algorithms in the categories of …

Statistical exploratory analysis of mask-fill reproduction operators of Genetic Algorithms

HM Pandey, M Trovati, N Bessis - Applied Soft Computing, 2021 - Elsevier
To be successful, a search algorithm needs to balance exploration and exploitation. In
Genetic Algorithms (GAs) this is achieved through proportionate selection of individuals and …