A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution

KK Gupt, M Kshirsagar, DM Dias… - Frontiers in Computer …, 2024 - frontiersin.org
Computational cost in metaheuristics such as Evolutionary Algorithm (EAs) is often a major
concern, particularly with their ability to scale. In data-based training, traditional EAs typically …

[PDF][PDF] Hierarchical Clustering Driven Test Case Selection in Digital Circuits.

C Ryan, M Kshirsagar, KK Gupt, L Rosenbauer… - ICSOFT, 2021 - scitepress.org
The quality assurance of circuits is of major importance as the complexity of circuits is rising
with their capabilities. Thus a high degree of testing is required to guarantee proper …

Predive: preserving diversity in test cases for evolving digital circuits using grammatical evolution

KK Gupt, M Kshirsagar, L Rosenbauer… - Proceedings of the …, 2022 - dl.acm.org
The ever-present challenge in the domain of digital devices is how to test their behavior
efficiently. We tackle the issue in two ways. We switch to an automated circuit design using …

Automatic test case generation for prime field elliptic curve cryptographic circuits

KK Gupt, M Kshirsagar, JP Sullivan… - 2021 IEEE 17th …, 2021 - ieeexplore.ieee.org
Elliptic curve is a major area of research due to its application in elliptic curve cryptography.
Due to their small key sizes, they offer the twofold advantage of reduced storage and …

Self-Adaptive Learning Using Test Case Selection in Grammatical Evolution for Automatic Design of Digital Circuit

KK Gupt, M Kshirsagar, R Sarma, J Sullivan, C Ryan - 2024 - researchsquare.com
In today's digital age, the demand for increasingly complex digital circuits spans applications
ranging from watches to spacecraft. To meet this demand, circuit design automation using …

[引用][C] Galua Field Multipliers Core Generator

IM Zholubak, VS Hlukhov - International Journal of Computer Network and …, 2023