58 citations · 215 across the 27 of their papers we have counts for
3 papers · 1 filter
A Study of Hybrid and Evolutionary Metaheuristics for Single Hidden Layer Feedforward Neural Network Architecture
Gautam Siddharth Kashyap, Md Tabrez Nafis, Samar Wazir
Training Artificial Neural Networks (ANNs) with Stochastic Gradient Descent (SGD) frequently encounters difficulties, including substantial computing expense and the risk of conver…
From Simulations to Reality: Enhancing Multi-Robot Exploration for Urban Search and Rescue
Gautam Siddharth Kashyap, Deepkashi Mahajan, Orchid Chetia Phukan +3
In this study, we present a novel hybrid algorithm, combining Levy Flight (LF) and Particle Swarm Optimization (PSO) (LF-PSO), tailored for efficient multi-robot exploration in unk…
Roulette-Wheel Selection-Based PSO Algorithm for Solving the Vehicle Routing Problem with Time Windows
Gautam Siddharth Kashyap, Alexander E. I. Brownlee, Orchid Chetia Phukan +2
The well-known Vehicle Routing Problem with Time Windows (VRPTW) aims to reduce the cost of moving goods between several destinations while accommodating constraints like set time…