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ORCIDRiccardo Poli
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- affiliation: University of Essex, UK
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2020 – today
- 2023
[j49]Riccardo Poli, Ahmet Yilmaz
:
Incorrect Application of Yilmaz-Poli (2022) Initialisation Method in dePater-Mitici 2023 paper entitled "A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers". Neural Networks 168: 57-58 (2023)- [c176]Riccardo Poli:
Super-Human and Super-AI Cognitive Augmentation of Human and Human-AI Teams Assisted by Brain Computer Interfaces. GECCO 2023: 3 - 2022
- [j48]Ahmet Yilmaz, Riccardo Poli:
Successfully and efficiently training deep multi-layer perceptrons with logistic activation function simply requires initializing the weights with an appropriate negative mean. Neural Networks 153: 87-103 (2022) - 2020
- [c175]Caterina Cinel, Jacobo Fernández-Vargas, Luca Citi, Riccardo Poli:
Benefits of Multisensory Cues in a Realistic Target Discrimination Task. CogSIMA 2020: 139-143 - [c174]Milan Rybár, Ian Daly, Riccardo Poli:
Potential pitfalls of widely used implementations of common spatial patterns. EMBC 2020: 196-199 - [c173]Jacobo Fernández-Vargas, Davide Valeriani, Caterina Cinel, Nitin Sadras, Parima Ahmadipour, Maryam M. Shanechi, Luca Citi, Riccardo Poli:
Confidence Prediction from EEG Recordings in a Multisensory Environment. ICBET 2020: 269-275
2010 – 2019
- 2019
- [c172]Eirini Christinaki, Tasos Papastylianou, Riccardo Poli, Luca Citi:
Parametric Transfer Learning Based on the Fisher Divergence for Well-Being Prediction. BIBE 2019: 288-295 - [c171]Saugat Bhattacharyya, Davide Valeriani, Caterina Cinel, Luca Citi, Riccardo Poli:
Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task. EMBC 2019: 3099-3102 - [c170]Saugat Bhattacharyya, Davide Valeriani, Caterina Cinel, Luca Citi, Riccardo Poli:
Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces. NER 2019: 159-162 - 2018
- [c169]Eirini Christinaki, Riccardo Poli, Luca Citi:
Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores. EMBC 2018: 41-44 - [c168]Ana Matran-Fernandez, Enzo Mastinu, Riccardo Poli, Max Ortiz-Catalan, Luca Citi:
Crosstalk Reduction in Epimysial EMG Recordings from Transhumeral Amputees with Principal Component Analysis. EMBC 2018: 2124-2127 - [c167]Mihail Morosan, Riccardo Poli:
Online-Trained Fitness Approximators for Real-World Game Balancing. EvoApplications 2018: 292-307 - [c166]Mihail Morosan, Riccardo Poli:
Lessons from Testing an Evolutionary Automated Game Balancer in Industry. GEM 2018: 263-270 - [c165]Andrei Iacob, Mihail Morosan, Francisco Sepulveda, Riccardo Poli:
Genetic optimisation of BCI systems for identifying games related cognitive states. GECCO (Companion) 2018: 237-238 - 2017
- [j47]Ana Matran-Fernandez, Riccardo Poli:
Brain-Computer Interfaces for Detection and Localization of Targets in Aerial Images. IEEE Trans. Biomed. Eng. 64(4): 959-969 (2017) - [j46]Davide Valeriani, Riccardo Poli, Caterina Cinel:
Enhancement of Group Perception via a Collaborative Brain-Computer Interface. IEEE Trans. Biomed. Eng. 64(6): 1238-1248 (2017) - [c164]Mihail Morosan, Riccardo Poli:
Evolving a designer-balanced neural network for Ms PacMan. CEEC 2017: 100-105 - [c163]Xinyang Li, Riccardo Poli, Gaetano Valenza, Enzo Pasquale Scilingo, Luca Citi:
Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems. EMBC 2017: 2205-2208 - [c162]Mihail Morosan, Riccardo Poli:
Automated Game Balancing in Ms PacMan and StarCraft Using Evolutionary Algorithms. EvoApplications (1) 2017: 377-392 - [c161]Mihail Morosan, Riccardo Poli:
Speeding up genetic algorithm-based game balancing using fitness predictors. GECCO (Companion) 2017: 91-92 - [c160]Davide Valeriani, Caterina Cinel, Riccardo Poli:
Augmenting group performance in target-face recognition via collaborative brain-computer interfaces for surveillance applications. NER 2017: 415-418 - 2016
- [c159]Dimitrios Andreou, Riccardo Poli:
Comparing EEG, its time-derivative and their joint use as features in a BCI for 2-D pointer control. EMBC 2016: 5853-5856 - 2015
- [j45]Behrooz Koohestani, Riccardo Poli:
Addressing the envelope reduction of sparse matrices using a genetic programming system. Comput. Optim. Appl. 60(3): 789-814 (2015) - [c158]Davide Valeriani, Riccardo Poli, Caterina Cinel:
A collaborative Brain-Computer Interface for improving group detection of visual targets in complex natural environments. NER 2015: 25-28 - [c157]Ana Matran-Fernandez, Riccardo Poli:
Event-Related Potentials induced by cuts in feature movies and their exploitation for understanding cut efficacy. NER 2015: 74-77 - [c156]Davide Valeriani, Riccardo Poli, Caterina Cinel:
A collaborative Brain-Computer Interface to improve human performance in a visual search task. NER 2015: 218-223 - 2014
- [j44]Mikdam Turkey, Riccardo Poli:
A Model for Analysing the Collective Dynamic Behaviour and Characterising the Exploitation of Population-Based Algorithms. Evol. Comput. 22(1): 159-188 (2014) - [j43]Behrooz Koohestani, Riccardo Poli:
Evolving an Improved Algorithm for Envelope Reduction Using a Hyper-Heuristic Approach. IEEE Trans. Evol. Comput. 18(4): 543-558 (2014) - [p4]Riccardo Poli, Christopher R. Stephens:
Taming the Complexity of Natural and Artificial Evolutionary Dynamics. Evolution, Complexity and Artificial Life 2014: 19-39 - [p3]Riccardo Poli, Nicholas Freitag McPhee:
Parsimony Pressure Made Easy: Solving the Problem of Bloat in GP. Theory and Principled Methods for the Design of Metaheuristics 2014: 181-204 - 2013
- [j42]Mario Graff, Riccardo Poli, Juan J. Flores:
Models of Performance of Evolutionary Program Induction Algorithms Based on Indicators of Problem Difficulty. Evol. Comput. 21(4): 533-560 (2013) - [c155]Riccardo Poli, Caterina Cinel, Francisco Sepulveda, Adrian Stoica:
Improving decision-making based on visual perception via a collaborative brain-computer interface. CogSIMA 2013: 1-8 - [c154]Riccardo Poli, Caterina Cinel, Ana Matran-Fernandez, Francisco Sepulveda, Adrian Stoica:
Towards cooperative brain-computer interfaces for space navigation. IUI 2013: 149-160 - 2012
- [j41]Riccardo Poli, Mathew Salvaris, Caterina Cinel:
A genetic programming approach to the evolution of brain-computer interfaces for 2-D mouse-pointer control. Genet. Program. Evolvable Mach. 13(3): 377-405 (2012) - [j40]Riccardo Poli, Edgar Galván López:
The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates. IEEE Trans. Evol. Comput. 16(2): 279-300 (2012) - [c153]Mikdam Turkey, Riccardo Poli:
An Empirical Tool for Analysing the Collective Behaviour of Population-Based Algorithms. EvoApplications 2012: 103-113 - [c152]Behrooz Koohestani, Riccardo Poli:
A Genetic Programming Approach for Evolving Highly-Competitive General Algorithms for Envelope Reduction in Sparse Matrices. PPSN (2) 2012: 287-296 - [p2]Leonardo Vanneschi, Riccardo Poli:
Genetic Programming - Introduction, Applications, Theory and Open Issues. Handbook of Natural Computing 2012: 709-739 - 2011
- [j39]Edgar Galván López, Riccardo Poli, Ahmed Kattan, Michael O'Neill, Anthony Brabazon:
Neutrality in evolutionary algorithms... What do we know? Evol. Syst. 2(3): 145-163 (2011) - [j38]Ahmed Kattan, Riccardo Poli:
Evolution of human-competitive lossless compression algorithms with GP-zip2. Genet. Program. Evolvable Mach. 12(4): 335-364 (2011) - [j37]Alberto Moraglio, Riccardo Poli:
Geometric crossover for the permutation representation. Intelligenza Artificiale 5(1): 49-63 (2011) - [c151]Mario Graff, Riccardo Poli:
Performance Models for Evolutionary Program Induction Algorithms Based on Problem Difficulty Indicators. EuroGP 2011: 118-129 - [c150]Riccardo Poli, Mathew Salvaris, Caterina Cinel:
Evolution of a Brain-Computer Interface Mouse via Genetic Programming. EuroGP 2011: 203-214 - [c149]Riccardo Poli, Mathew Salvaris, Caterina Cinel:
Evolutionary Synthesis of a Trajectory Integrator for an Analogue Brain-Computer Interface Mouse. EvoApplications (1) 2011: 214-223 - [c148]Mikdam Turkey, Riccardo Poli:
Social adaptive groups: a new approach for evolutionary optimisation based on social behaviour evolution. GECCO (Companion) 2011: 253-254 - [c147]Mikdam Turkey, Riccardo Poli:
A social behaviour evolution approach for evolutionary optimisation. GECCO (Companion) 2011: 527-534 - [c146]Mikdam Turkey, Riccardo Poli:
Investigating a new paradigm for designing evolutionary optimisation algorithms using social behaviour evolution. GECCO (Companion) 2011: 747-750 - [c145]Behrooz Koohestani, Riccardo Poli:
A Hyper-Heuristic Approach to Evolving Algorithms for Bandwidth Reduction Based on Genetic Programming. SGAI Conf. 2011: 93-106 - 2010
- [j36]Mario Graff, Riccardo Poli:
Practical performance models of algorithms in evolutionary program induction and other domains. Artif. Intell. 174(15): 1254-1276 (2010) - [j35]Julian F. Miller, Riccardo Poli:
Editorial to tenth anniversary issue on progress in genetic programming and evolvable machines. Genet. Program. Evolvable Mach. 11(3-4): 247-250 (2010) - [j34]Riccardo Poli, Leonardo Vanneschi, William B. Langdon, Nicholas Freitag McPhee:
Theoretical results in genetic programming: the next ten years? Genet. Program. Evolvable Mach. 11(3-4): 285-320 (2010) - [j33]Eric Bonabeau, David Corne, Riccardo Poli:
Swarm intelligence: the state of the art special issue of natural computing. Nat. Comput. 9(3): 655-657 (2010) - [j32]Eric Bonabeau, David W. Corne, Joshua D. Knowles, Riccardo Poli:
Swarm intelligence theory: A snapshot of the state of the art. Theor. Comput. Sci. 411(21): 2081-2083 (2010) - [c144]Ahmed Kattan, Riccardo Poli:
Evolutionary synthesis of lossless compression algorithms with GP-zip3. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c143]Stephen Dignum, Riccardo Poli:
Sub-tree Swapping Crossover and Arity Histogram Distributions. EuroGP 2010: 38-49 - [c142]Ahmed Kattan, Alexandros Agapitos, Riccardo Poli:
Unsupervised Problem Decomposition Using Genetic Programming. EuroGP 2010: 122-133 - [c141]Ahmed Kattan, Edgar Galván López, Riccardo Poli, Michael O'Neill:
GP-Fileprints: File Types Detection Using Genetic Programming. EuroGP 2010: 134-145 - [c140]Riccardo Poli:
Solution-Locked Averages and Solution-Time Binning in Genetic Programming. EuroGP 2010: 208-219 - [c139]Riccardo Poli:
Genetic programming theory. GECCO (Companion) 2010: 2473-2502 - [c138]Behrooz Koohestani, Riccardo Poli:
A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem. PPSN (2) 2010: 482-491
2000 – 2009
- 2009
- [j31]Riccardo Poli, Luca Citi, Francisco Sepulveda, Caterina Cinel:
Analogue evolutionary brain computer interfaces [Application Notes]. IEEE Comput. Intell. Mag. 4(4): 27-31 (2009) - [j30]Mohamed Bahy Bader-El-Den, Riccardo Poli, Shaheen Fatima:
Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework. Memetic Comput. 1(3): 205-219 (2009) - [j29]Riccardo Poli, Andries P. Engelbrecht, James Kennedy:
Editorial for the special issue on Particle Swarm Optimization. Swarm Intell. 3(4): 243-244 (2009) - [j28]Riccardo Poli:
Mean and Variance of the Sampling Distribution of Particle Swarm Optimizers During Stagnation. IEEE Trans. Evol. Comput. 13(4): 712-721 (2009) - [c137]Ahmed Kattan, Riccardo Poli:
Genetic-Programming Based Prediction of Data Compression Saving. Artificial Evolution 2009: 182-193 - [c136]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Grammar-based genetic programming for timetabling. IEEE Congress on Evolutionary Computation 2009: 2532-2539 - [c135]Riccardo Poli, Nicholas Freitag McPhee, Luca Citi, Ellery Fussell Crane:
Memory with Memory in Tree-Based Genetic Programming. EuroGP 2009: 25-36 - [c134]Mario Graff, Riccardo Poli:
Automatic Creation of Taxonomies of Genetic Programming Systems. EuroGP 2009: 145-158 - [c133]Riccardo Poli, Mario Graff:
There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists. EuroGP 2009: 195-207 - [c132]Riccardo Poli, Mario Graff, Nicholas Freitag McPhee:
Free lunches for function and program induction. FOGA 2009: 183-194 - [c131]Nicholas Freitag McPhee, Ellery Fussell Crane, Sara E. Lahr, Riccardo Poli:
Developmental plasticity in linear genetic programming. GECCO 2009: 1019-1026 - [c130]Riccardo Poli, Mario Graff:
Free lunches for neural network search. GECCO 2009: 1291-1298 - [c129]Leonardo Vanneschi, Andrea Valsecchi, Riccardo Poli:
Limitations of the fitness-proportional negative slope coefficient as a difficulty measure. GECCO 2009: 1877-1878 - [c128]Riccardo Poli, Nicholas Freitag McPhee:
Introduction to genetic programming. GECCO (Companion) 2009: 2775-2810 - [c127]Riccardo Poli, William B. Langdon:
Genetic programming theory I & II. GECCO (Companion) 2009: 3015-3056 - [c126]Ahmed Kattan, Mohammed R. Al-Mulla, Francisco Sepulveda, Riccardo Poli:
Detecting Localised Muscle Fatigue during Isometric Contraction using Genetic Programming. IJCCI 2009: 292-297 - [c125]Edgar Galván López, Riccardo Poli:
An Empirical Investigation of How Degree Neutrality Affects GP Search. MICAI 2009: 728-739 - 2008
- [b2]Riccardo Poli, William B. Langdon, Nicholas Freitag McPhee:
A Field Guide to Genetic Programming. lulu.com 2008, ISBN 978-1-4092-0073-4 - [j27]William B. Langdon, Riccardo Poli, Wolfgang Banzhaf:
An Eigen analysis of the GP community. Genet. Program. Evolvable Mach. 9(3): 171-182 (2008) - [j26]João Carlos Figueira Pujol, Riccardo Poli:
Parameter Mapping: A genetic programming approach to function optimization. Int. J. Knowl. Based Intell. Eng. Syst. 12(1): 29-45 (2008) - [j25]William B. Langdon, Riccardo Poli:
Mapping non-conventional extensions of genetic programming. Nat. Comput. 7(1): 21-43 (2008) - [c124]Ahmed Kattan, Riccardo Poli:
Evolutionary lossless compression with GP-ZIP. IEEE Congress on Evolutionary Computation 2008: 2468-2472 - [c123]Robert E. Keller, Riccardo Poli:
Toward subheuristic search. IEEE Congress on Evolutionary Computation 2008: 3148-3155 - [c122]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Analysis and extension of the Inc* on the satisfiability testing problem. IEEE Congress on Evolutionary Computation 2008: 3342-3349 - [c121]Robert E. Keller, Riccardo Poli:
Self-adaptive hyperheuristic and greedy search. IEEE Congress on Evolutionary Computation 2008: 3801-3808 - [c120]Stephen Dignum, Riccardo Poli:
Operator Equalisation and Bloat Free GP. EuroGP 2008: 110-121 - [c119]Mario Graff, Riccardo Poli:
Practical Model of Genetic Programming's Performance on Rational Symbolic Regression Problems. EuroGP 2008: 122-133 - [c118]Stephen Dignum, Riccardo Poli:
Crossover, Sampling, Bloat and the Harmful Effects of Size Limits. EuroGP 2008: 158-169 - [c117]Riccardo Poli, Nicholas Freitag McPhee:
A Linear Estimation-of-Distribution GP System. EuroGP 2008: 206-217 - [c116]Edgar Galván López, Stephen Dignum, Riccardo Poli:
The Effects of Constant Neutrality on Performance and Problem Hardness in GP. EuroGP 2008: 312-324 - [c115]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Inc*: An Incremental Approach for Improving Local Search Heuristics. EvoCOP 2008: 194-205 - [c114]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Evolving heuristics with genetic programming. GECCO 2008: 601-602 - [c113]Robert E. Keller, Riccardo Poli:
Subheuristic search and scalability in a hyperheuristic. GECCO 2008: 609-610 - [c112]Ahmed Kattan, Riccardo Poli:
Evolutionary lossless compression with GP-ZIP*. GECCO 2008: 1211-1218 - [c111]Nicholas Freitag McPhee, Riccardo Poli:
Memory with memory: soft assignment in genetic programming. GECCO 2008: 1235-1242 - [c110]Riccardo Poli, Nicholas Freitag McPhee:
Parsimony pressure made easy. GECCO 2008: 1267-1274 - [c109]Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi:
The impact of population size on code growth in GP: analysis and empirical validation. GECCO 2008: 1275-1282 - [c108]Riccardo Poli, Nicholas Freitag McPhee, Leonardo Vanneschi:
Elitism reduces bloat in genetic programming. GECCO 2008: 1343-1344 - [c107]Riccardo Poli:
Genetic programming theory. GECCO (Companion) 2008: 2559-2588 - [c106]Stephen Dignum, Riccardo Poli:
Sub-tree Swapping Crossover, Allele Diffusion and GP Convergence. PPSN 2008: 368-377 - [p1]William B. Langdon, Riccardo Poli, Nicholas Freitag McPhee, John R. Koza:
Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications. Computational Intelligence: A Compendium 2008: 927-1028 - [i2]Nicholas Freitag McPhee, Riccardo Poli:
N-gram GP: Early results and half-baked ideas. Theory of Evolutionary Algorithms 2008 - 2007
- [j24]Riccardo Poli, Christopher R. Stephens:
Understanding the Biases of Generalised Recombination: Part II. Evol. Comput. 15(1): 95-131 (2007) - [j23]Riccardo Poli, James Kennedy, Tim Blackwell:
Particle swarm optimization. Swarm Intell. 1(1): 33-57 (2007) - [j22]Christopher R. Stephens, Riccardo Poli:
Coarse-Grained Dynamics for Generalized Recombination. IEEE Trans. Evol. Comput. 11(4): 541-557 (2007) - [j21]William B. Langdon, Riccardo Poli:
Evolving Problems to Learn About Particle Swarm Optimizers and Other Search Algorithms. IEEE Trans. Evol. Comput. 11(5): 561-578 (2007) - [c105]Robert E. Keller, Riccardo Poli:
Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic. Artificial Evolution 2007: 13-24 - [c104]Mohamed Bahy Bader-El-Den, Riccardo Poli:
Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework. Artificial Evolution 2007: 37-49 - [c103]Riccardo Poli, Dan Brattonx, Tim Blackwell, James Kennedy:
Theoretical derivation, analysis and empirical evaluation of a simpler Particle Swarm Optimiser. IEEE Congress on Evolutionary Computation 2007: 1955-1962 - [c102]Mario Graff, Riccardo Poli, Alberto Moraglio:
Linear selection. IEEE Congress on Evolutionary Computation 2007: 2598-2605 - [c101]Riccardo Poli, John R. Woodward, Edmund K. Burke:
A histogram-matching approach to the evolution of bin-packing strategies. IEEE Congress on Evolutionary Computation 2007: 3500-3507 - [c100]Robert E. Keller, Riccardo Poli:
Linear genetic programming of parsimonious metaheuristics. IEEE Congress on Evolutionary Computation 2007: 4508-4515 - [c99]Alberto Moraglio, Cecilia Di Chio, Riccardo Poli:
Geometric Particle Swarm Optimisation. EuroGP 2007: 125-136 - [c98]Riccardo Poli, William B. Langdon, Stephen Dignum:
On the Limiting Distribution of Program Sizes in Tree-Based Genetic Programming. EuroGP 2007: 193-204 - [c97]Riccardo Poli, Caterina Cinel, Luca Citi, Francisco Sepulveda:
Evolutionary Brain Computer Interfaces. EvoWorkshops 2007: 301-310 - [c96]Alberto Moraglio, Riccardo Poli:
Inbreeding Properties of Geometric Crossover and Non-geometric Recombinations. FOGA 2007: 1-14 - [c95]Yossi Borenstein, Riccardo Poli:
Decomposition of Fitness Functions in Random Heuristic Search. FOGA 2007: 123-137 - [c94]Riccardo Poli, Edgar Galván López:
On the Effects of Bit-Wise Neutrality on Fitness Distance Correlation, Phenotypic Mutation Rates and Problem Hardness. FOGA 2007: 138-164 - [c93]Riccardo Poli, William B. Langdon, Maurice Clerc, Christopher R. Stephens:
Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers. FOGA 2007: 165-193 - [c92]Riccardo Poli, David S. Broomhead:
Exact analysis of the sampling distribution for the canonical particle swarm optimiser and its convergence during stagnation. GECCO 2007: 134-141 - [c91]Riccardo Poli, William B. Langdon:
Markov chain models of bare-bones particle swarm optimizers. GECCO 2007: 142-149 - [c90]Cecilia Di Chio, Riccardo Poli, Paolo Di Chio:
EcoPS: a particle swarm algorithm to model group-foraging. GECCO 2007: 230-237 - [c89]Riccardo Poli, Leonardo Vanneschi:
Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms. GECCO 2007: 1335-1342 - [c88]Edgar Galván López, Riccardo Poli:
How and why a bit-wise neutrality with and without locality affects evolutionary search. GECCO 2007: 1508 - [c87]Mario Graff, Riccardo Poli, Alberto Moraglio:
Linear selection. GECCO 2007: 1513 - [c86]Stephen Dignum, Riccardo Poli:
Generalisation of the limiting distribution of program sizes in tree-based genetic programming and analysis of its effects on bloat. GECCO 2007: 1588-1595 - [c85]Mohamed Bahy Bader-El-Den, Riccardo Poli:
A GP-based hyper-heuristic framework for evolving 3-SAT heuristics. GECCO 2007: 1749 - [c84]Robert E. Keller, Riccardo Poli:
Linear genetic programming of metaheuristics. GECCO 2007: 1753 - [c83]Cecilia Di Chio, Alberto Moraglio, Riccardo Poli:
Geometric particle swarm optimisation on binary and real spaces: from theory to practice. GECCO (Companion) 2007: 2659-2666 - [c82]Riccardo Poli:
On the moments of the sampling distribution of particle swarm optimisers. GECCO (Companion) 2007: 2907-2914 - [c81]Riccardo Poli, William B. Langdon:
Genetic programming theory. GECCO (Companion) 2007: 3563-3584 - 2006
- [j20]Riccardo Poli, William B. Langdon:
Backward-chaining evolutionary algorithms. Artif. Intell. 170(11): 953-982 (2006) - [j19]Riccardo Poli, Marc Schoenauer:
Editorial for the Special Issue on the Best of GECCO 2004. Evol. Comput. 14(1) (2006) - [j18]Riccardo Poli, Christopher R. Stephens:
Understanding the Biases of Generalised Recombination: Part I. Evol. Comput. 14(4): 411-432 (2006) - [j17]Marcos I. Quintana, Riccardo Poli, Ela Claridge:
Morphological algorithm design for binary images using genetic programming. Genet. Program. Evolvable Mach. 7(1): 81-102 (2006) - [j16]Stefano Cagnoni, Riccardo Poli:
Genetic and Evolutionary Computation. Intelligenza Artificiale 3(1-2): 94-101 (2006) - [c80]Riccardo Poli, William B. Langdon, Paul Marrow, James Kennedy, Maurice Clerc, Daniel Bratton, Nicholas Holden:
Communication, Leadership, Publicity and Group Formation in Particle Swarms. ANTS Workshop 2006: 132-143 - [c79]Cecilia Di Chio, Riccardo Poli, Paolo Di Chio:
Extending the Particle Swarm Algorithm to Model Animal Foraging Behaviour. ANTS Workshop 2006: 514-515 - [c78]Riccardo Poli, Alden H. Wright, Nicholas Freitag McPhee, William B. Langdon:
Emergent Behaviour, Population-based Search and Low-pass Filtering. IEEE Congress on Evolutionary Computation 2006: 88-95 - [c77]Yossi Borenstein, Riccardo Poli:
Kolmogorov complexity, Optimization and Hardness. IEEE Congress on Evolutionary Computation 2006: 112-119 - [c76]William B. Langdon, Riccardo Poli:
Finding Social Landscapes for PSOs via Kernels. IEEE Congress on Evolutionary Computation 2006: 1654-1661 - [c75]Alberto Moraglio, Riccardo Poli, Rolv Seehuus:
Geometric Crossover for Biological Sequences. EuroGP 2006: 121-132 - [c74]William B. Langdon, Riccardo Poli:
The Halting Probability in Von Neumann Architectures. EuroGP 2006: 225-237 - [c73]Yossi Borenstein, Riccardo Poli:
Structure and metaheuristics. GECCO 2006: 1087-1094 - [c72]Edgar Galván López, Riccardo Poli:
An empirical investigation of how and why neutrality affects evolutionary search. GECCO 2006: 1149-1156 - [c71]Yossi Borenstein, Riccardo Poli:
The no free lunch and realistic search algorithms. GECCO 2006: 1399-1400 - [c70]Yossi Borenstein, Riccardo Poli:
Classes of problems in the black box scenario. GECCO 2006: 1401-1402 - [c69]Alberto Moraglio, Yong-Hyuk Kim, Yourim Yoon, Byung Ro Moon, Riccardo Poli:
Generalized cycle crossover for graph partitioning. GECCO 2006: 1421-1422 - [c68]Yossi Borenstein, Riccardo Poli:
Information Perspective of Optimization. PPSN 2006: 102-111 - [c67]Cecilia Di Chio, Riccardo Poli, Paolo Di Chio:
Modelling Group-Foraging Behaviour with Particle Swarms. PPSN 2006: 661-670 - [c66]Edgar Galván López, Riccardo Poli:
Some Steps Towards Understanding How Neutrality Affects Evolutionary Search. PPSN 2006: 778-787 - [c65]Alberto Moraglio, Riccardo Poli:
Product Geometric Crossover. PPSN 2006: 1018-1027 - [c64]Alberto Moraglio, Riccardo Poli:
Geometric Crossover for Sets, Multisets and Partitions. PPSN 2006: 1038-1047 - [e11]Marco Dorigo, Luca Maria Gambardella, Mauro Birattari, Alcherio Martinoli, Riccardo Poli, Thomas Stützle:
Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings. Lecture Notes in Computer Science 4150, Springer 2006, ISBN 3-540-38482-0 [contents] - [i1]William B. Langdon, Riccardo Poli:
On Turing complete T7 and MISC F--4 program fitnes landscapes. Theory of Evolutionary Algorithms 2006 - 2005
- [c63]William B. Langdon, Riccardo Poli:
Evolving problems to learn about particle swarm and other optimisers. Congress on Evolutionary Computation 2005: 81-88 - [c62]Riccardo Poli, Christopher R. Stephens:
Theoretical analysis of generalised recombination. Congress on Evolutionary Computation 2005: 411-418 - [c61]Alberto Moraglio, Riccardo Poli:
Geometric landscape of homologous crossover for syntactic trees. Congress on Evolutionary Computation 2005: 427-434 - [c60]Christopher R. Stephens, Riccardo Poli:
Coarse graining in an evolutionary algorithm with recombination, duplication and inversion. Congress on Evolutionary Computation 2005: 1683-1690 - [c59]William B. Langdon, Riccardo Poli:
Evolutionary Solo Pong players. Congress on Evolutionary Computation 2005: 2621-2628 - [c58]Yossi Borenstein, Riccardo Poli:
No free lunch, Kolmogorov complexity and the information landscape. Congress on Evolutionary Computation 2005: 2784-2791 - [c57]Riccardo Poli, William B. Langdon, Owen Holland:
Extending Particle Swarm Optimisation via Genetic Programming. EuroGP 2005: 291-300 - [c56]Riccardo Poli:
Tournament Selection, Iterated Coupon-Collection Problem, and Backward-Chaining Evolutionary Algorithms. FOGA 2005: 132-155 - [c55]Riccardo Poli, Cecilia Di Chio, William B. Langdon:
Exploring extended particle swarms: a genetic programming approach. GECCO 2005: 169-176 - [c54]Alberto Moraglio, Riccardo Poli:
Topological crossover for the permutation representation. GECCO Workshops 2005: 332-338 - [c53]Yossi Borenstein, Riccardo Poli:
Information landscapes and the analysis of search algorithms. GECCO 2005: 1287-1294 - [c52]Yossi Borenstein, Riccardo Poli:
Information landscapes and problem hardness. GECCO 2005: 1425-1431 - [c51]Yossi Borenstein, Riccardo Poli:
Information landscapes. GECCO 2005: 1515-1522 - [c50]Riccardo Poli, William B. Langdon:
Backward-chaining genetic programming. GECCO 2005: 1777-1778 - 2004
- [j15]Riccardo Poli, Nicholas Freitag McPhee, Jonathan E. Rowe:
Exact Schema Theory and Markov Chain Models for Genetic Programming and Variable-length Genetic Algorithms with Homologous Crossover. Genet. Program. Evolvable Mach. 5(1): 31-70 (2004) - [c49]Riccardo Poli, Christopher R. Stephens:
Constrained Molecular Dynamics as a Search and Optimization Tool. EuroGP 2004: 150-161 - [c48]Edgar Galván López, Riccardo Poli, Carlos A. Coello Coello:
Reusing Code in Genetic Programming. EuroGP 2004: 359-368 - [c47]Stephen Dignum, Riccardo Poli:
Multi-agent Foreign Exchange Market Modelling Via GP. GECCO (1) 2004: 255-256 - [c46]Alden H. Wright, Riccardo Poli, Christopher R. Stephens, William B. Langdon, Sandeep Pulavarty:
An Estimation of Distribution Algorithm Based on Maximum Entropy. GECCO (2) 2004: 343-354 - [c45]Alberto Moraglio, Riccardo Poli:
Topological Interpretation of Crossover. GECCO (1) 2004: 1377-1388 - [c44]Yossi Borenstein, Riccardo Poli:
Fitness Distributions and GA Hardness. PPSN 2004: 11-20 - [c43]João Carlos Figueira Pujol, Riccardo Poli:
Optimization via Parameter Mapping with Genetic Programming. PPSN 2004: 382-390 - [e10]Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell:
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part I. Lecture Notes in Computer Science 3102, Springer 2004, ISBN 3-540-22344-4 [contents] - [e9]Kalyanmoy Deb, Riccardo Poli, Wolfgang Banzhaf, Hans-Georg Beyer, Edmund K. Burke, Paul J. Darwen, Dipankar Dasgupta, Dario Floreano, James A. Foster, Mark Harman, Owen Holland, Pier Luca Lanzi, Lee Spector, Andrea Tettamanzi, Dirk Thierens, Andrew M. Tyrrell:
Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II. Lecture Notes in Computer Science 3103, Springer 2004, ISBN 3-540-22343-6 [contents] - 2003
- [j14]Riccardo Poli, Nicholas Freitag McPhee:
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part I. Evol. Comput. 11(1): 53-66 (2003) - [j13]Riccardo Poli, Nicholas Freitag McPhee:
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover: Part II. Evol. Comput. 11(2): 169-206 (2003) - [j12]Riccardo Poli, Stefano Cagnoni:
Editorial. EURASIP J. Adv. Signal Process. 2003(8): 733-739 (2003) - [c42]Riccardo Poli:
A Simple but Theoretically-Motivated Method to Control Bloat in Genetic Programming. EuroGP 2003: 204-217 - [c41]Marcos I. Quintana, Riccardo Poli, Ela Claridge:
On Two Approaches to Image Processing Algorithm Design for Binary Images Using GP. EvoWorkshops 2003: 422-431 - [e8]Conor Ryan, Terence Soule, Maarten Keijzer, Edward P. K. Tsang, Riccardo Poli, Ernesto Costa:
Genetic Programming, 6th European Conference, EuroGP 2003, Essex, UK, April 14-16, 2003. Proceedings. Lecture Notes in Computer Science 2610, Springer 2003, ISBN 3-540-00971-X [contents] - [e7]Kenneth A. De Jong, Riccardo Poli, Jonathan E. Rowe:
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, Torremolinos, Spain, September 2-4, 2002. Morgan Kaufmann 2003, ISBN 0122081552 [contents] - 2002
- [b1]William B. Langdon, Riccardo Poli:
Foundations of genetic programming. Springer 2002, ISBN 978-3-540-42451-2, pp. I-XV, 1-260 - [c40]Riccardo Poli, Jonathan E. Rowe, Christopher R. Stephens, Alden H. Wright:
Allele Diffusion in Linear Genetic Programming and Variable-Length Genetic Algorithms with Subtree Crossover. EuroGP 2002: 212-227 - [c39]Kenneth A. De Jong, Riccardo Poli, Jonathan E. Rowe:
Editorial Introduction. FOGA 2002: 1-8 - [c38]Riccardo Poli, Christopher R. Stephens, Alden H. Wright, Jonathan E. Rowe:
A Schema-Theory-Based Extension of Geiringer's Theorem for Linear GP and Varialbe-length GAs under Homologous Crossover. FOGA 2002: 45-62 - [c37]Alden H. Wright, Jonathan E. Rowe, Christopher R. Stephens, Riccardo Poli:
Bistability in a Gene Pool GA with Mutation. FOGA 2002: 63-80 - [c36]Christopher R. Stephens, Riccardo Poli, Alden H. Wright, Jonathan E. Rowe:
Exact Results From A Coarse Grained Formulation Of The Dynamics Of Variable-length Genetic Algorithms. GECCO 2002: 578-585 - [c35]Alden H. Wright, Jonathan E. Rowe, Riccardo Poli, Christopher R. Stephens:
A Fixed Point Analysis Of A Gene Pool GA With Mutation. GECCO 2002: 642-649 - [c34]Peter Martin, Riccardo Poli:
Crossover Operators For A Hardware Implementation Of GP Using FPGAs And Handel-C. GECCO 2002: 845-852 - [c33]Nicholas Freitag McPhee, Riccardo Poli:
Using Schema Theory To Explore Interactions Of Multiple Operators. GECCO 2002: 853-860 - [c32]Riccardo Poli, Christopher R. Stephens, Alden H. Wright, Jonathan E. Rowe:
On The Search Biases Of Homologuous Crossover In Linear Genetic Programming And Variable-length Genetic Algorithms. GECCO 2002: 868-876 - [e6]William B. Langdon, Erick Cantú-Paz, Keith E. Mathias, Rajkumar Roy, David Davis, Riccardo Poli, Karthik Balakrishnan, Vasant G. Honavar, Günter Rudolph, Joachim Wegener, Larry Bull, Mitchell A. Potter, Alan C. Schultz, Julian F. Miller, Edmund K. Burke, Natasa Jonoska:
GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, New York, USA, 9-13 July 2002. Morgan Kaufmann 2002, ISBN 1-55860-878-8 [contents] - 2001
- [j11]Riccardo Poli:
Exact Schema Theory for Genetic Programming and Variable-Length Genetic Algorithms with One-Point Crossover. Genet. Program. Evolvable Mach. 2(2): 123-163 (2001) - [j10]Axel Großmann, Riccardo Poli:
Robust mobile robot localisation from sparse and noisy proximity readings using Hough transform and probability grids. Robotics Auton. Syst. 37(1): 1-18 (2001) - [c31]Riccardo Poli, Nicholas Freitag McPhee:
Exact GP schema theory for headless chicken crossover and subtree mutation. CEC 2001: 1062-1069 - [c30]Nicholas Freitag McPhee, Riccardo Poli, Jonathan E. Rowe:
A schema theory analysis of mutation size biases in genetic programming with linear representations. CEC 2001: 1078-1085 - [c29]Nicholas Freitag McPhee, Riccardo Poli:
A Schema Theory Analysis of the Evolution of Size in Genetic Programming with Linear Representations. EuroGP 2001: 108-125 - [c28]Riccardo Poli, Nicholas Freitag McPhee:
Exact Schema Theorems for GP with One-Point and Standard Crossover Operating on Linear Structures and Their Application to the Study of the Evolution of Size. EuroGP 2001: 126-142 - [c27]Riccardo Poli:
General Schema Theory for Genetic Programming with Subtree-Swapping Crossover. EuroGP 2001: 143-159 - 2000
- [j9]Riccardo Poli, Jonathan Page:
Solving High-Order Boolean Parity Problems with Smooth Uniform Crossover, Sub-Machine Code GP and Demes. Genet. Program. Evolvable Mach. 1(1/2): 37-56 (2000) - [c26]Riccardo Poli:
Hyperschema Theory for GP with One-Point Crossover, Building Blocks, and Some New Results in GA Theory. EuroGP 2000: 163-180 - [c25]Riccardo Poli:
Recursive Conditional Schema Theorem, Convergence and Population Sizing in Genetic Algorithms. FOGA 2000: 143-163 - [c24]Riccardo Poli:
Exact Schema Theorem and Effective Fitness for GP with One-Point Crossover. GECCO 2000: 469-476 - [e5]Riccardo Poli, Wolfgang Banzhaf, William B. Langdon, Julian F. Miller, Peter Nordin, Terence C. Fogarty:
Genetic Programming, European Conference, Edinburgh, Scotland, UK, April 15-16, 2000, Proceedings. Lecture Notes in Computer Science 1802, Springer 2000, ISBN 3-540-67339-3 [contents] - [e4]Stefano Cagnoni, Riccardo Poli, Yun Li, George D. Smith, David Corne, Martin J. Oates, Emma Hart, Pier Luca Lanzi, Egbert J. W. Boers, Ben Paechter, Terence C. Fogarty:
Real-World Applications of Evolutionary Computing, EvoWorkshops 2000: EvoIASP, EvoSCONDI, EvoTel, EvoSTIM, EvoROB, and EvoFlight, Edinburgh, Scotland, UK, April 17, 2000, Proceedings. Lecture Notes in Computer Science 1803, Springer 2000, ISBN 3-540-67353-9 [contents]
1990 – 1999
- 1999
- [j8]Stefano Cagnoni, A. B. Dobrzeniecki, Riccardo Poli, J. C. Yanch:
Genetic algorithm-based interactive segmentation of 3D medical images. Image Vis. Comput. 17(12): 881-895 (1999) - [c23]Riccardo Poli:
Evolutionary computation teaching at Birmingham. CEC 1999: 1689-1695 - [c22]Riccardo Poli, Guerino Mazzola:
Semiotic Aspects of Generalized Bases of Data. EJC 1999: 1-11 - [c21]William B. Langdon, Riccardo Poli:
Boolean Functions Fitness Spaces. EuroGP 1999: 1-14 - [c20]Jonathan Page, Riccardo Poli, William B. Langdon:
Smooth Uniform Crossover with Smooth Point Mutation in Genetic Programming: A Preliminary Study. EuroGP 1999: 39-48 - [c19]Riccardo Poli:
Sub-machine-code GP: New Results and Extensions. EuroGP 1999: 65-82 - [c18]Amr Radi, Riccardo Poli:
Genetic Programming Discovers Efficient Learning Rules for the Hidden and Output Layers of Freeforward Neural Networks. EuroGP 1999: 120-134 - [c17]Axel Großmann, Riccardo Poli:
Learning a Navigation Task in Changing Environments by Multi-task Reinforcement Learning. EWLR 1999: 23-43 - [c16]Mariusz Nowostawski, Riccardo Poli:
Parallel genetic algorithm taxonomy. KES 1999: 88-92 - [c15]Mariusz Nowostawski, Riccardo Poli:
Dynamic Demes parallel genetic algorithm. KES 1999: 93-98 - [e3]Riccardo Poli, Peter Nordin, William B. Langdon, Terence C. Fogarty:
Genetic Programming, Second European Workshop, Göteborg, Sweden, May 26-27, 1999, Proceedings. Lecture Notes in Computer Science 1598, Springer 1999, ISBN 3-540-65899-8 [contents] - [e2]Riccardo Poli, Hans-Michael Voigt, Stefano Cagnoni, David Corne, George D. Smith, Terence C. Fogarty:
Evolutionary Image Analysis, Signal Processing and Telecommunications, First European Workshops, EvoIASP'99 and EuroEcTel'99, Göteborg, Sweden, May 26-27, 1999, Proceedings. Lecture Notes in Computer Science 1596, Springer 1999, ISBN 3-540-65837-8 [contents] - 1998
- [j7]João Carlos Figueira Pujol, Riccardo Poli:
Evolving the Topology and the Weights of Neural Networks Using a Dual Representation. Appl. Intell. 8(1): 73-84 (1998) - [j6]Riccardo Poli, William B. Langdon:
Schema Theory for Genetic Programming with One-Point Crossover and Point Mutation. Evol. Comput. 6(3): 231-252 (1998) - [c14]João Carlos Figueira Pujol, Riccardo Poli:
Dual Network Representation Applied to the Evolution of Neural Controllers. Evolutionary Programming 1998: 637-646 - [c13]Riccardo Poli, William B. Langdon:
A Review of Theoretical and Experimental Results on Schemata in Genetic Programming. EuroGP 1998: 1-15 - [c12]William B. Langdon, Riccardo Poli:
Fitness Causes Bloat: Mutation. EuroGP 1998: 37-48 - [c11]William B. Langdon, Riccardo Poli:
Genetic Programming Bloat with Dynamic Fitness. EuroGP 1998: 97-112 - [c10]João Carlos Figueira Pujol, Riccardo Poli:
Efficient Evolution of Asymmetric Recurrent Neural Networks Using a PDGP-inspired Two-Dimensional Representation. EuroGP 1998: 130-141 - [e1]Wolfgang Banzhaf, Riccardo Poli, Marc Schoenauer, Terence C. Fogarty:
Genetic Programming, First European Workshop, EuroGP'98, Paris, France, April 14-15, 1998, Proceedings. Lecture Notes in Computer Science 1391, Springer 1998, ISBN 3-540-64360-5 [contents] - 1997
- [j5]Riccardo Poli, Guido Valli:
Shape from Radiological Density. Comput. Vis. Image Underst. 65(3): 361-381 (1997) - [c9]Riccardo Poli:
Parallel Distributed Genetic Programming Applied to the Evolution of Natural Language Recognisers. Evolutionary Computing, AISB Workshop 1997: 163-177 - [c8]Axel Großmann, Riccardo Poli:
Continual Robot Learning with Constructive Neural Networks. EWLR 1997: 95-108 - [c7]Riccardo Poli:
Discovery of Symbolic, Neuro-Symbolic and Neural Networks with Parallel Distributed Genetic Programming. ICANNGA 1997: 419-423 - [c6]Riccardo Poli, William B. Langdon:
An Experimental Analysis of Schema Creation, Propagation and Disruption in Genetic Programming. ICGA 1997: 18-25 - [c5]Riccardo Poli:
Evolution of Graph-Like Programs with Parallel Distributed Genetic Programming. ICGA 1997: 346-353 - 1996
- [c4]Riccardo Poli:
Genetic Programming for Feature Detection and Image Segmentation. Evolutionary Computing, AISB Workshop 1996: 110-125 - 1995
- [j4]Riccardo Poli, Stefano Cagnoni, Guido Valli:
Genetic design of optimum linear and nonlinear QRS detectors. IEEE Trans. Biomed. Eng. 42(11): 1137-1141 (1995) - [j3]Giuseppe Coppini, Riccardo Poli, Guido Valli:
Recovery of the 3-D shape of the left ventricle from echocardiographic images. IEEE Trans. Medical Imaging 14(2): 301-317 (1995) - [c3]Aaron Sloman, Riccardo Poli:
SIM_AGENT: A Toolkit for Exploring Agent Designs. ATAL 1995: 392-407 - [c2]Riccardo Poli, Mark Ryan, Aaron Sloman:
A New Continuous Propositional Logic. EPIA 1995: 17-28 - 1994
- [c1]Stefano Cagnoni, A. B. Dobrzeniecki, J. C. Yanch, Riccardo Poli:
Interactive Segmentation of Multi-Dimensional Medical Data with Contour-Based Application of Genetic Algorithms. ICIP (3) 1994: 498-502 - 1993
- [j2]Giuseppe Coppini, M. Demi, Riccardo Poli, Guido Valli:
An Artificial Vision System for X-ray Images of Human Coronary Trees. IEEE Trans. Pattern Anal. Mach. Intell. 15(2): 156-162 (1993) - 1991
- [j1]Riccardo Poli, Stefano Cagnoni, Riccardo Livi, Giuseppe Coppini, Guido Valli:
A Neural Network Expert System for Diagnosing and Treating Hypertension. Computer 24(3): 64-71 (1991)
Coauthor Index
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