Search Results for author: David W. Corne

Found 3 papers, 0 papers with code

Multi-objective evolutionary algorithms for quantum circuit discovery

no code implementations11 Dec 2018 Václav Potoček, Alan P. Reynolds, Alessandro Fedrizzi, David W. Corne

Quantum hardware continues to advance, yet finding new quantum algorithms - quantum software - remains a challenge, with classically trained computer programmers having little intuition of how computational tasks may be performed in the quantum realm.

Evolutionary Algorithms

no code implementations28 May 2018 David W. Corne, Michael A. Lones

However, this flexibility goes hand in hand with a cost: the tailoring of an EA's configuration and parameters, so as to provide robust performance for a given class of tasks, is often a complex and time-consuming process.

Structural bias in population-based algorithms

no code implementations22 Aug 2014 Anna V. Kononova, David W. Corne, Philippe De Wilde, Vsevolod Shneer, Fabio Caraffini

Theory predicts that structural bias is exacerbated with increasing population size and problem difficulty.

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