H. Swapnarekha

Papers

Total Citations

226

H-Index

About

Dr. H. Swapnarekha is a leading researcher in computational intelligence, with a primary focus on swarm optimization algorithms and their applications in robotics and soft computing. Her most impactful contribution is the seminal review "25 Years of Particle Swarm Optimization: Flourishing Voyage of Two Decades" (2022), which has garnered 223 citations, offering a comprehensive retrospective on the evolution, variants, and future directions of particle swarm optimization (PSO) since its inception. This work has become a foundational reference for scholars and practitioners exploring PSO's role in solving complex optimization problems. Additionally, her decade-spanning survey "Soft Computing in Robotics: A Decade Perspective" (2019) synthesizes advances in fuzzy logic, neural networks, and evolutionary algorithms for robotic systems, highlighting practical synergies between soft computing and autonomous navigation. Dr. Swapnarekha’s research bridges theoretical advancements with real-world engineering challenges, making her a key voice in the ongoing dialogue between nature-inspired algorithms and intelligent system design. Her work continues to inspire new generations of researchers seeking efficient, adaptive solutions in computational intelligence.