University College Dublin logo
A placeholder for a user photo.

Professor

Anthony Brabazon

College Principal And Dean Of Business
School of Business
01 716 4705
University College Dublin, School of Business, Quinn School of Business Belfield Dublin 4

PUBLICATIONS

CONFERENCE PAPER
The Evolution of Self-taught Neural Networks in a Multi-agent Environment
24 Apr 201922nd International Conference on the Applications of Evolutionary Computation (EVOApps)
Le N, O'Neill M, Brabazon A
JOURNAL ARTICLE
A Survey of Statistical Machine Learning Elements in Genetic Programming
22 Feb 2019IEEE Transactions on Evolutionary Computation
Agapitos A, Loughran R, Nicolau M, Lucas S, O'Neill M...
CONFERENCE PAPER
How the 'Baldwin Effect' Can Guide Evolution in Dynamic Environments
12 Dec 20187th International Conference on Theory and Practice of Natural Computing (TPNC 2018)LNCS 11324164-176 (12 pages)
Le N, Brabazon A, O'Neill M
CONFERENCE PAPER
The Baldwin Effect Reconsidered Through the Prism of Social Learning
28 Sep 20182018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
Le N, O'Neill M, Brabazon A
CHAPTER
Grammatical Evolution in Finance and Economics: A Survey
1 Sep 2018Handbook of Grammatical Evolution263-289 (25 pages)
Brabazon A
CONFERENCE PAPER
Foraging inspired algorithms: A design perspective
21 Jun 2018ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery259-266
Brabazon A
CHAPTER
Economic and financial modeling with genetic programming: A review
5 Feb 2018The Oxford Handbook of Computational Economics and Finance267-294
Tuite C, O'Neill M, Brabazon A
JOURNAL ARTICLE
A genetic programming approach for delta hedging
1 Jan 2018Genetic Programming and Evolvable Machines
Yin Z, Brabazon A, O’Sullivan C, Hamill PA
CONFERENCE PAPER
Adaptive advantage of learning strategies: A study through dynamic landscape
1 Jan 2018Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)11102 LNCS:387-398
Le N, O’Neill M, Brabazon A
BOOK
Foraging-inspired optimisation algorithms
1 Jan 2018Natural Computing Series1-469
Brabazon A, McGarraghy S