54 citations · 81 across the 6 of their papers we have counts for
6 papers
Utilising a Quantum Hybrid Solver for Bi-objective Quadratic Assignment Problems
Mayowa Ayodele
The intersection between quantum computing and optimisation has been an area of interest in recent years. There have been numerous studies exploring the application of quantum and…
Applying Ising Machines to Multi-objective QUBOs
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez +2
Multi-objective optimisation problems involve finding solutions with varying trade-offs between multiple and often conflicting objectives. Ising machines are physical devices that…
A Study of Scalarisation Techniques for Multi-Objective QUBO Solving
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez +1
In recent years, there has been significant research interest in solving Quadratic Unconstrained Binary Optimisation (QUBO) problems. Physics-inspired optimisation algorithms have…
Penalty Weights in QUBO Formulations: Permutation Problems
Mayowa Ayodele
Optimisation algorithms designed to work on quantum computers or other specialised hardware have been of research interest in recent years. Many of these solver can only optimise p…
Multi-objective QUBO Solver: Bi-objective Quadratic Assignment
Mayowa Ayodele, Richard Allmendinger, Manuel López-Ibáñez +1
Quantum and quantum-inspired optimisation algorithms are designed to solve problems represented in binary, quadratic and unconstrained form. Combinatorial optimisation problems are…
Comparing the Digital Annealer with Classical Evolutionary Algorithm
Mayowa Ayodele
In more recent years, there has been increasing research interest in exploiting the use of application specific hardware for solving optimisation problems. Examples of solvers that…