Abhishek Kumar

Differential evolution with orthogonal array‐based initialization and a novel selection strategy

Abhishek Kumar, Partha Pratim Biswas, Ponnuthurai Nagaratnam Suganthan · Swarm and Evolutionary Computation · 2021 · 75 citations

Numerical Analysis, Differential Evolution, Evolution Strategy +5

Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning

Oladayo S. Ajani, Abhishek Kumar, Rammohan Mallipeddi · Expert Systems with Applications · 2024 · 25 citations

Artificial Intelligence, Differential Evolution, Evolution Strategy +8

A υ-Constrained Matrix Adaptation Evolution Strategy With Broyden-Based Mutation for Constrained Optimization

Abhishek Kumar, Swagatam Das, Rakesh Misra et al. · IEEE Transactions on Cybernetics · 2021 · 23 citations

Differential Evolution, Nonlinear Inequality, Large-scale Global Optimization +14

Self-Adaptive Spherical Search With a Low-Precision Projection Matrix for Real-World Optimization

Abhishek Kumar, Swagatam Das, Lingping Kong et al. · IEEE Transactions on Cybernetics · 2021 · 13 citations

Mathematical Programming, Numerical Analysis, Artificial Intelligence +25

GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking

Abhishek Kumar, Oladayo S. Ajani, Swagatam Das et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 13 citations