activity
20092021
most citedTechniques for Highly Multiobjective Optimisation: Some Nondominated Points are Better than Others

27 citations · 38 across the 2 of their papers we have counts for

collaborators

7 papers

cs.NE202111 cited

Heterogeneous Objectives: State-of-the-Art and Future Research

Richard Allmendinger, Joshua Knowles

Multiobjective optimization problems with heterogeneous objectives are defined as those that possess significantly different types of objective function components (not just incomm…

cs.LG2018

Deep Optimisation: Solving Combinatorial Optimisation Problems using Deep Neural Networks

J. R. Caldwell, R. A. Watson, C. Thies +1

Deep Optimisation (DO) combines evolutionary search with Deep Neural Networks (DNNs) in a novel way - not for optimising a learning algorithm, but for finding a solution to an opti…

cs.MA2016

Global network cooperation catalysed by a small prosocial migrant clique

Steve Miller, Joshua Knowles

Much research has been carried out to understand the emergence of cooperation in simulated social networks of competing individuals. Such research typically implements a population…

cs.GT2016

A minimal model for the emergence of cooperation in randomly growing networks

Steve Miller, Joshua Knowles

Cooperation is observed widely in nature and is thought an essential component of many evolutionary processes, yet the mechanisms by which it arises and persists are still unclear.…

astro-ph.IM2016

Fifty Years of Pulsar Candidate Selection: From simple filters to a new principled real-time classification approach

R. J. Lyon, B. W. Stappers, S. Cooper +2

Improving survey specifications are causing an exponential rise in pulsar candidate numbers and data volumes. We study the candidate filters used to mitigate these problems during…

cs.GT2016

The emergence of cooperation in public goods games on randomly growing dynamic networks

Steve Miller, Joshua Knowles

According to evolutionary game theory, cooperation in public goods games is eliminated by free-riders, yet in nature, cooperation is ubiquitous. Artificial models resolve this cont…