G. Jeyakumar
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View article: Performance Evaluation of EvolutionaryAlgorithms on Solving the InfluenceMaximization Problem in Social Networks
Performance Evaluation of EvolutionaryAlgorithms on Solving the InfluenceMaximization Problem in Social Networks Open
Influence Maximization (IM) is an optimization problem that deals with identifying the most valuable individuals/ nodes present in the network to attain the maximal information spread when they are activated. Evolutionary Algorithms (EAs) …
View article: A Review of Problem Variants and Approaches for Electric Vehicle Charging and Location Identification
A Review of Problem Variants and Approaches for Electric Vehicle Charging and Location Identification Open
The optimization of electric vehicles (EVs) utilizing meta-heuristics has arisen as the way to propel state-of-the-art advancements, making ready for boundless reception, and reforming the flow transportation framework while lessening ozon…
View article: A Comparative Study on Genetic algorithm and Reinforcement Learning to Solve the Traveling Salesman Problem
A Comparative Study on Genetic algorithm and Reinforcement Learning to Solve the Traveling Salesman Problem Open
Machine Learning (ML) and Evolutionary Computing (EC) are the two most popular computational methodologies in computer science to solve learning and optimization problems around us, respectively. It is of research interest in the literatur…
View article: A Hybrid Multi-Population Reinitialization Strategy to Tackle Dynamic Optimization Problems
A Hybrid Multi-Population Reinitialization Strategy to Tackle Dynamic Optimization Problems Open
In conventional optimization problems, it is assumed that all relevant parametric constraints remain stationary. In contrast, optimization problems encountered in practical applications are dynamic and supervened by uncertainties. The rese…
View article: A Deep Learning Based System to Predict the Noise (Disturbance) in Audio Files
A Deep Learning Based System to Predict the Noise (Disturbance) in Audio Files Open
Generally, people prefer their audio to be with very good clarity. They want no disturbances during any interaction and while listening audio files. Automated systems to remove disturbances in an audio file to bring good clarity real time …
View article: Energy-Efficient Green Vehicle Routing Problem
Energy-Efficient Green Vehicle Routing Problem Open
The greenhouse gas emissions from the transportation sector are one of the major contributors to global warming today. Freight share to GHG emissions is likely to increase 2-fold by 2050. This makes it critical for CO2 emissions to be redu…
View article: The Non-Neighbor Harmonic Index on Elementary Graph Operations
The Non-Neighbor Harmonic Index on Elementary Graph Operations Open
The International Scientific Research Organization for Science, Engineering and Technology (ISROSET) is a Non-Profit Organization; The ISROSET is dedicated to improvement in academic sectors of Science (Chemistry, Bio-chemistry, Zoology, B…
View article: Perfect Non-Neighbor Harmonic Graphs
Perfect Non-Neighbor Harmonic Graphs Open
International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal …
View article: Universal Automobile Headlight Control Module for High Beam Adaptation during Night Vision Travel an Embedded Design Approach
Universal Automobile Headlight Control Module for High Beam Adaptation during Night Vision Travel an Embedded Design Approach Open
Road accidents during night travel increases day by day and vision impairment due to high beam contributes to the majority of the total fatalities. Headlights of vehicles pose a great danger during night driving. [1] The drivers of most ve…
View article: A Survey on Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm
A Survey on Adaptation Strategies for Mutation and Crossover Rates of Differential Evolution Algorithm Open
Differential Evolution (DE), the well-known optimization algorithm, is a tool under the roof of Evolutionary Algorithms (EAs) for solving non-linear and non-differential optimization problems. DE has many qualities in its hand, which are a…
View article: Mathematical Modelling of Migration Process to Measure Population Diversity of Distributed Evolutionary Algorithms
Mathematical Modelling of Migration Process to Measure Population Diversity of Distributed Evolutionary Algorithms Open
Background/Objectives: Evolutionary Algorithms (EAs) have a major role in solving optimization problems. Distributed Evolutionary Algorithms (dEAs) improve the performance of classical EAs. In dEAs, the initial population is divided into a…