Grammar-based genetic programming: a survey

RI McKay, NX Hoai, PA Whigham, Y Shan… - … and Evolvable Machines, 2010 - Springer
Grammar formalisms are one of the key representation structures in Computer Science. So it
is not surprising that they have also become important as a method for formalizing …

[BOOK][B] Biologically inspired algorithms for financial modelling

A Brabazon, M O'Neill - 2006 - books.google.com
Predicting the future for financial gain is a difficult, sometimes profitable activity. The focus of
this book is the application of biologically inspired algorithms (BIAs) to financial modelling. In …

[BOOK][B] Natural computing algorithms

A Brabazon, M O'Neill, S McGarraghy - 2015 - Springer
The field of natural computing has been the focus of a substantial research effort in recent
decades. One particular strand of this concerns the development of computational …

[BOOK][B] Foundations in grammatical evolution for dynamic environments

I Dempsey, M O'Neill, A Brabazon - 2009 - Springer
Dynamic environments abound and offer particular challenges for all optimisation and
problem solving methods. A well-known strategy for survival in dynamic environments is to …

Unveiling the properties of structured grammatical evolution

N Lourenço, FB Pereira, E Costa - Genetic Programming and Evolvable …, 2016 - Springer
Structured grammatical evolution (SGE) is a new genotypic representation for grammatical
evolution (GE). It comprises a hierarchical organization of the genes, where each locus is …

Grammatical evolution of local search heuristics

EK Burke, MR Hyde, G Kendall - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Genetic programming approaches have been employed in the literature to automatically
design constructive heuristics for cutting and packing problems. These heuristics obtain …

Probabilistic grammatical evolution

J Mégane, N Lourenço, P Machado - … , EuroGP 2021, Held as Part of …, 2021 - Springer
Grammatical Evolution (GE) is one of the most popular Genetic Programming (GP) variants,
and it has been used with success in several problem domains. Since the original proposal …

SGE: a structured representation for grammatical evolution

N Lourenço, FB Pereira, E Costa - … , EA 2015, Lyon, France, October 26-28 …, 2016 - Springer
Abstract This paper introduces Structured Grammatical Evolution, a new genotypic
representation for Grammatical Evolution, where each gene is explicitly linked to a non …

Examining the" best of both worlds" of grammatical evolution

PA Whigham, G Dick, J Maclaurin… - Proceedings of the 2015 …, 2015 - dl.acm.org
Grammatical Evolution (GE) has a long history in evolutionary computation. Central to the
behaviour of GE is the use of a linear representation and grammar to map individuals from …

Christiansen grammar evolution: grammatical evolution with semantics

A Ortega, M de la Cruz… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
This paper describes Christiansen grammar evolution (CGE), a new evolutionary automatic
programming algorithm that extends standard grammar evolution (GE) by replacing context …