35 citations · 84 across the 4 of their papers we have counts for
5 papers
A genetic-algorithm-based method to find the unitary transformations for any de- sired quantum computation and application to a one-bit oracle decision problem
Jeongho Bang, Seokwon Yoo
We propose a genetic-algorithm-based method to find the unitary transformations for any desired quantum computation. We formulate a simple genetic algorithm by introducing the "gen…
A quantum speedup in machine learning: Finding a N-bit Boolean function for a classification
Seokwon Yoo, Jeongho Bang, Changhyoup Lee +1
We compare quantum and classical machines designed for learning an N-bit Boolean function in order to address how a quantum system improves the machine learning behavior. The machi…
Role of Energy-Level Mismatches in a Multi-Pathway Complex of Photosynthesis
James Lim, Junghee Ryu, Changhyoup Lee +3
Considering a multi-pathway structure in a light-harvesting complex of photosynthesis, we investigate the role of energy-level mismatches between antenna molecules in transferring…
Strategy for quantum algorithm design assisted by machine learning
Jeongho Bang, Junghee Ryu, Seokwon Yoo +2
We propose a method for quantum algorithm design assisted by machine learning. The method uses a quantum-classical hybrid simulator, where a "quantum student" is being taught by a…
Quantum heuristic algorithm for traveling salesman problem
Jeongho Bang, Seokwon Yoo, James Lim +3
We propose a quantum heuristic algorithm to solve a traveling salesman problem by generalizing Grover search. Sufficient conditions are derived to greatly enhance the probability o…