K
Kuk-Hyun Han
Researcher at Samsung
Publications - 60
Citations - 3833
Kuk-Hyun Han is an academic researcher from Samsung. The author has contributed to research in topics: Evolutionary algorithm & User interface. The author has an hindex of 22, co-authored 60 publications receiving 3625 citations. Previous affiliations of Kuk-Hyun Han include KAIST.
Papers
More filters
Journal ArticleDOI
Quantum-inspired evolutionary algorithm for a class of combinatorial optimization
Kuk-Hyun Han,Jong-Hwan Kim +1 more
TL;DR: The results show that QEA performs well, even with a small population, without premature convergence as compared to the conventional genetic algorithm, and a Q-gate is introduced as a variation operator to drive the individuals toward better solutions.
Proceedings ArticleDOI
Genetic quantum algorithm and its application to combinatorial optimization problem
Kuk-Hyun Han,Jong-Hwan Kim +1 more
TL;DR: The results show that GQA is superior to other genetic algorithms using penalty functions, repair methods and decoders and can represent a linear superposition of solutions due to its probabilistic representation.
Journal ArticleDOI
Quantum-inspired evolutionary algorithms with a new termination criterion, H/sub /spl epsi// gate, and two-phase scheme
Kuk-Hyun Han,Jong-Hwan Kim +1 more
TL;DR: The results show that the updated QEA makes QEA more powerful than the previous QEA in terms of convergence speed, fitness, and robustness.
Proceedings ArticleDOI
Parallel quantum-inspired genetic algorithm for combinatorial optimization problem
TL;DR: Results show that PQGA is superior to QGA as well as other conventional genetic algorithms, and is able to possess the two characteristics of exploration and exploitation simultaneously.
Proceedings ArticleDOI
The huggable: a therapeutic robotic companion for relational, affective touch
Walter Dan Stiehl,Cynthia Breazeal,Kuk-Hyun Han,Jeff Lieberman,Levi Lalla,Allan Maymin,Jonathan Salinas,Daniel Fuentes,Robert Toscano,Cheng Hau Tong,Aseem Kishore,Matt Berlin,Jesse Gray +12 more
TL;DR: The Huggable is a new type of robotic companion being designed specifically for such cases, which features a full body “sensitive skin” for relational affective touch, silent, muscle-like, voice coil actuators, an embedded PC with data collection and networking capabilities.