Yao, Xin - School of Computer Science, University of Birmingham

• Self-Adapting Payoff Matrices in Repeated Interactions Siang Y. Chong and Xin Yao
• An Optimization Approach for Software Test Data Generation: Applications of
• A Research-Led and Industry-Oriented MSc Program in Natural Computation
• An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses
• Continuous assessment deadlines -Year 2, Semester 2 Last update: 19 January 2011 Please note: this information is subject to change. Please check back regularly for any changes.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
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• A Theoretical and Empirical Study on Unbiased Boundary-extended Crossover for Real-valued Representation
• Published in: Soft Computing, 8(5):332-343, April 2004
• Evolutionary Strategies and Genetic Algorithms for Dynamic Parameter Optimization of Evolving Fuzzy Neural Networks
• Intelligent Planning for Autonomous Underwater Vehicles
• School of Computer Science Information Disclosure Form
• 1st Reading December 2, 2008 15:22 WSPC/157-IJCIA 00223
• Continuous assessment deadlines -Year 1, Semester 1 Last update: 18 November 2010 Please note: this information is subject to change. Please check back regularly for any changes.
• Conclusions Evolution, when defined as a stochastic population based system, is undoubtedly a process
• Feature Selection & Hybrid Decision Tree/Genetic Algorithm for Cancer Diagnosis based on Mass Spectrometry Proteomics
• Inbreeding Properties of Geometric Crossover and Non-geometric Recombinations
• A Dynamical System Model for Analysing Economic Impacts of Competition upon A Water Company
• Signal Peptide Analysis Through Tensor Calculus Alan Meeson, School of Computer Science
• A System for Continuous Learning of Visual Danijel Skocaj1
• Pure Crossovers Definition, Their Relation to Geiringer's Theorem
• Lower bound on number of ADMs in WDM rings with nonuniform traffic demands
• Evolving Neural Networks for Chlorophyll-a Prediction School of Computer Science
• International Journal of Automation and Computing 04(3), July 2007, 281-293 DOI: 10.1007/s11633-007-0281-3
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Dynamic Salting Route Optimisation using Evolutionary Computation Hisashi Handa
• Remotely Hosted Services and "Cloud Computing" June 2010 http://www.becta.org.uk page 1 of 23
• CAST: Middleware for Memory-Based Architectures Nick Hawes and Marc Hanheide
• Special Issue on "Theoretical Foundations of Evolutionary Computation"
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• This article was downloaded by:[University of Birmingham] On: 9 December 2007
• Scalability and Complexity Scalability describes the characteristic of a system which has an underlying structure or
• Pattern Recognition 38 (2005) 485493 www.elsevier.com/locate/patcog
• Intelligent Planning for Autonomous Underwater Vehicles
• Robustness is a term used to describe systems that are sturdy and resilient. A robust system is one which will continue to function when exposed to internal or external
• EFuNN Ensembles Construction Using a Clustering Method and a Coevolutionary
• RAE 01/2008 21 F Results: the quality profiles for each unit of assessment
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Adaptive Representation Methods for Reinforcement Learning
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Natural Computing 3: 2135, 2004. 2004 Kluwer Academic Publishers. Printed in the Netherlands.
• 2.1 Introduction The developmental process of multi-cellular growth and its interaction with natural
• Universal multi-objective function for optimising superplastic-damage constitutive equations
• www.cercia.ac.uk Nature Inspired Creative Design
• Evolutionary Algorithms and the Vertex Cover Problem P. S. Oliveto, J. He and X. Yao
• Runtime Analysis of (1+1) EA on Computing Unique Input Output Sequences
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Product Geometric Crossover Alberto Moraglio and Riccardo Poli
• Li Y, Hu CJ, Yao X. Innovative Batik design with an interactive evolutionary art system. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY 24(6): 10351047 Nov. 2009
• Evolutionary Search of Approximated N-Dimensional Ko-Hsin Liang
• Dominant and Recessive Genes in Evolutionary Systems Applied to Spatial Reasoning
• Self-Optimizing Architecture for Ensuring Quality Attributes in the Cloud Vivek Nallur, Rami Bahsoon, Xin Yao
• Postgraduate (and Direct Entry) Guidance notes on how to complete
• Formation of Modules in a Computational Model of Embryogeny Chris P. Bowers
• Exploiting Coalitionin Co-EvolutionaryLearning Yeon-GyuSe0 Sung-BaeCho Xin Yao
• The GRD Chip: Genetic Reconfiguration of DSPs for Neural Network Processing
• IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS--PART C: APPLICATIONS AND REVIEWS, VOL. 35, NO. 2, MAY 2005 195 Clustering and Learning Gaussian Distribution
• The School of Computer Science -The University of Birmingham CONFIDENTIAL Continued overleaf
• One-Point Geometric Crossover Alberto Moraglio
• Estimation of Distribution Algorithms for Testing Object Oriented Ramon Sagarna, Andrea Arcuri and Xin Yao, Fellow, IEEE
• Planning and Acting with an Integrated Sense of Space and H. Zender2
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Imperial College of Science, Technology and Medicine
• Diversity creation in local search for the evolution of neural network ensembles
• The Organisation The University of Birmingham is a thriving and dynamic institution that combines a century of heritage
• POLITECNICO DI TORINO Facolt di Ingegneria
• An Evaluation of Differential Evolution in Software Test Data R. Landa Becerra, R. Sagarna and X. Yao, Fellow, IEEE
• Geometric Differential Evolution on the Space of Genetic Programs
• 284 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 4, NO. 3, SEPTEMBER 2000 Stochastic Ranking for Constrained Evolutionary Optimization
• Designing for the 21st Interdisciplinary Question and Insights
• Estimation of Distribution Algorithms for Testing Object Oriented Ramon Sagarna, Andrea Arcuri and Xin Yao, Fellow, IEEE
• Computers & Operations Research 29 (2002) 1641}1659 A new evolutionary approach to cutting stock problems
• Code of Practice Code of Practice on Plagiarism
• Neural Network Ensembles and Their Application to Traffic Flow Prediction in Telecommunications Networks
• Applications of Evolutionary Computation in the Pharmaceutical
• Geometric Crossover for Multiway Graph Partitioning Yong-Hyuk Kim
• Continuous assessment deadlines -Year 2, Semester 1 Last update: 18 October 2010 Please note: this information is subject to change. Please check back regularly for any changes.
• Hybridisation of Evolutionary Programming and Machine Learning with k-Nearest Neighbor Estimation
• www.cercia.ac.uk What can we do with all this data?
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• 1MSc and MRes Programmes MSc Programmes
• Evolving Cooperation in the Non-Iterated Prisoner's Dilemma: A Social Network Inspired Approach
• UNCORRECTED 2 Runtime analysis of the (1 + 1) EA on computing unique input
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Automated Concept Evolution Anne Defaweux
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Correlation Based Feature Selection for Proteomics School of Computer Science, University of Birmingham
• POMDPs and the Witness Algorithm Planning and acting in partially observable stochastic domains
• Supply Chain Management Finding Optimal Strategies for Supply Chain Management
• GENERALIZATION AND DIVERSITY IN CO-EVOLUTIONARY LEARNING
• Genetic Programming and Evolvable Machines, 6, 359379, 2005 C 2005 Springer Science + Business Media, Inc. Manufactured in The Netherlands.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• REALTIME GOALORIENTATED BEHAVIOUR FOR COMPUTER GAME AGENTS School of Computer Science
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Evolving Cooperation in Complex Behavioral Interactions through Reputation
• Improved Memetic Algorithm for Capacitated Arc Routing Yi Mei, Ke Tang and Xin Yao
• www.cercia.ac.uk Natural Computation
• An Adaptive Coevolutionary Differential Evolution Algorithm for Large-scale Optimization
• AN INVESTIGATION INTO THE USE OF ARGUMENT STRUCTURE AND LEXICAL MAPPING
• Multi-Objective Improvement of Software using Co-evolution and Smart Seeding
• [1] U. Berger. Totale Objecte und Mengen in Bereichstheorie. PhD thesis, University of Munich, 1990. PhD [2] S. G. Hoggar. Mathematics for Computer Graphics. Cambridge University Press, 1994.
• Combining Landscape Approximation and Local Search in Global Optimization
• Linear Selection Mario Graff
• Robot Mapping IR Lab, 16th Oct 2007
• Non-separable Fitness Functions for Evolutionary Shape Optimization Benchmarking
• Tackling High Dimensional Nonseparable Optimization Problems By Cooperatively Coevolving Particle Swarms
• Scalability of generalized adaptive differential evolution for large-scale continuous optimization
• School of Computer Science MSc. in Advanced Computer Science
• Modularity and the Genotype to Phenotype Map
• A Survey of Motivation Frameworks for Intelligent Systems Intelligent Robotics Lab, School of Computer Science, University of Birmingham, UK
• Automated Learning of Rules Using Genetic Operators
• Heuristic Portfolio Optimisation for a Hedge Fund Strategy using the Geometric Nelder-Mead Algorithm
• Call For Papers Special issue of
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• ANYTIME DELIBERATION FOR COMPUTER GAME NICHOLAS ANDREW HAWES
• A Comparative Study of Three Evolutionary Algorithms Incorporating Different Amounts of
• Artificial Intelligence 127 (2001) 5785 Drift analysis and average time complexity of
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Anytime Planning For Agent Behaviour School of Computer Science, The University of Birmingham
• Coevolving Programs and Unit Tests from their Specification
• Digital Filter Design Using Multiple Pareto Fronts Thorsten Schnier and Xin Yao
• Continuous assessment deadlines -Level M, Semester 1 Last update: 17 January 2011 Please note: this information is subject to change. Please check back regularly for any changes.
• Quotient Geometric Crossovers and Redundant Encodings Yourim Yoon
• An Anytime Planning Agent For Computer Game Worlds
• Adaptive Resolution Model-Free Reinforcement Learning: Decision Boundary Partitioning
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Experience Stack Reinforcement Learning for O -Policy Control
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• A New Multi-objective Evolutionary Optimisation Algorithm: The Two-Archive Kata Praditwong1
• A Multi-objective Approach to Redundancy Allocation Problem in Parallel-series Systems
• Copyright (c) 2009 IEEE. Personal use is permitted. For any other purposes, Permission must be obtained from the IEEE by emailing pubs-permissions@ieee.org. This article has been accepted for publication in a future issue of this journal, but has not been
• Call for Papers Special Issue of Software--Practice and Experience
• Intern Symposium 2008 Zeyn Saigol Automated Testing for AUV Planning
• Interactive Learning and Cross-Modal Binding -A Combined Approach Henrik Jacobsson1, Nick Hawes2, Danijel Skocaj3, Geert-Jan M. Kruijff1
• Continuous assessment deadlines -Year 4/M, Semester 2 Last update: 19 January 2011 Please note: this information is subject to change. Please check back regularly for any changes.
• 266 IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS--PART C: APPLICATIONS AND REVIEWS, VOL. 35, NO. 2, MAY 2005 A Comparative Study of Three Evolutionary Algorithms
• I. AIM AND SCOPE warm Intelligence (SI) is an Artificial Intelligence
• How Well Do Multi-objective Evolutionary Algorithms Scale to Large Problems
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• International Journal of Computational Intelligence and Applications Vol. 5, No. 2 (2005) iiivii
• IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 13, NO. 5, OCTOBER 2009 1151 Memetic Algorithm with Extended Neighborhood
• Full Theoretical Runtime Analysis of Alternating Variable Method on the Triangle Classification Problem
• IRLab, 24 Mar 2009 Pearl and Causation Pearl: Causation, Action, and
• This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 1
• Available online at www.sciencedirect.com 18770509 2011 Published by Elsevier Ltd. Selection and/or peer-review
• The main aim of the experimentation was to systematically investigate which parameter setting works best towards performance enhancement of the ESN.
• 540 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 9, NO. 6, DECEMBER 2005 Behavioral Diversity, Choices and Noise in the
• Digital Filter Design Using Multiple Pareto Fronts Thorsten Schnier and Xin Yao
• Visualization of Plagiarism Adrian Garcia
• Evolved Representations and Their Use in Computational Creativity
• 82 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 3, NO. 2, JULY 1999 Evolutionary Programming Made Faster
• Memetic Comp. (2009) 1:324 DOI 10.1007/s12293-008-0003-6
• Evolving Neural Network Ensembles by Minimization of Mutual Information
• Application for Postgraduate (and Post-experience) Study Complete this form using typescript
• Evolutionary Market Agents and Heterogeneous Service Providers: Achieving Desired Resource Allocations
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• School of Computer Science MSc in Computer Science
• Accepted Manuscript A large population size can be unhelpful in evolutionary algorithms
• An Evaluation of the Fidelity of the Integrate-and-Fire Model for
• Applied Intelligence 15, 151152, 2001 c 2001 Kluwer Academic Publishers. Manufactured in The Netherlands.
• Does Extra Genetic Diversity Maintain Escalation in a Co-Evolutionary Arms Race
• NichingEDA: Utilizing the Diversity Inside A Population of EDAs For Continuous Optimization
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOL. X, NO. XX, XX 2007 1 Neural-Based Learning Classifier Systems
• Proceedings of the Workshop on "Knowledge Grid and Grid Intelligence" (ISBN 0-9734039-0-X), held at the 2003 IEEE/WIC International Conference on Web Intelligence / Intelligent Agent Technology,
• EFuNN Ensembles Construction Using CONE with Multi-objective GA L. Minku, T. Ludermir
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• Copyright Cambridge University Press 2003. Onscreen viewing permitted. Printing not permitted. http://www.cambridge.org/0521642981 You can buy this book for 30 pounds or $50. See http://www.inference.phy.cam.ac.uk/mackay/itila/ for links.
• NATURE INSPIRED CREATIVE DESIGN BRINGING TOGETHER IDEAS FROM NATURE, COMPUTER SCIENCE, ENGINEERING, ART,
• IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 8, NO. 1, FEBRUARY 2004 1 Evolutionary Programming Using Mutations
• CURRICULUM VITAE February 2011
• International Journal of Thermal Sciences 44 (2005) 10611071 www.elsevier.com/locate/ijts
• Special Issue on Evolutionary Algorithms based on Probabilistic Models
• How Powerful Is Your Evolutionary Algorithm (x.yao@cs.bham.ac.uk)
• How Powerful/Efficient Is Your Evolutionary (x.yao@cs.bham.ac.uk)
• Auton Agent Multi-Agent Syst DOI 10.1007/s10458-009-9113-x
• "Co-Evolution, Games and Social Behaviors" Professor Xin Yao, Fellow, IEEE, University of Birmingham, UK
• "Co-Evolution, Games and Social Behaviors" Professor Xin Yao, Fellow, IEEE, University of Birmingham, UK
• RING ROAD SOUTH IVERSITY ROAD WEST
• An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies
• Job outline nFull time Permanent
• Crossover can be constructive when computing unique inputoutput sequences
• Software Module Clustering as a Multi-Objective Search Problem
• 754 IEEE TRANSACTIONS ON RELIABILITY, VOL. 59, NO. 4, DECEMBER 2010 A Memetic Algorithm for Multi-Level
• SCIENCE CHINA April 2010 Vol. 53 No. 1: 111
• IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 14, NO. 1, FEBRUARY 2010 1 Analysis of Computational Time of Simple
• ARTICLE IN PRESS Pattern Recognition ( ) --
• Interactive Genetic Algorithms with Individual Fitness not Assigned by Human
• IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 20, NO. 6, JUNE 2009 901 Probabilistic Classification Vector Machines
• Negative correlation in incremental learning Fernanda Li Minku Hirotaka Inoue Xin Yao
• This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS--PART B: CYBERNETICS, VOL. 39, NO. 3, JUNE 2009 705
• Per Kristian LEHRE , Xin YAO The Centre of Excellence for Research in Computational Intelligence and Applications (CERCIA), School of Computer Science,
• 22 IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE | NOVEMBER 2008 theory, risk-adjusted rewards, reinforce-
• Search based software testing of object-oriented containers Andrea Arcuri *, Xin Yao
• Automatic feature-queried bird identification system based on entropy and fuzzy similarity
• Assignment of cells to switches in a cellular mobile network using a hybrid Hopfield network-genetic algorithm approach
• IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 11, NO. 6, DECEMBER 2007 689 Multiple Choices and Reputation in
• IEEE TRANSACTIONS ON EDUCATION, VOL. 50, NO. 2, MAY 2007 151 Teaching Advanced Features of Evolutionary
• Computers in Biology and Medicine 37 (2007) 509516 www.intl.elsevierhealth.com/journals/cobm
• IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 55, NO. 4, APRIL 2007 1193 Evolutionary Design of Digital Filters With
• 62 IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS--PART B: CYBERNETICS, VOL. 37, NO. 1, FEBRUARY 2007 A Memetic Algorithm for VLSI Floorplanning
• Neurocomputing 69 (2006) 686700 Evolving hybrid ensembles of learning machines
• International Journal of Computational Intelligence and Applications Vol. 5, No. 2 (2005) 231249
• Europhys. Lett., 69 (4), pp. 657663 (2005) DOI: 10.1209/epl/i2004-10383-2
• Journal of Information Fusion 6(1), 2005 1 Diversity Creation Methods
• Physics Letters A 333 (2004) 164171 www.elsevier.com/locate/pla
• 532 IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 7, NO. 6, DECEMBER 2003 A Novel Evolutionary Data Mining Algorithm
• Yugoslav Journal of Operations Research 13 (2003), Number 2, 245-259
• 820 IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 14, NO. 4, JULY 2003 A Constructive Algorithm for Training Cooperative
• International Journal of Computational Intelligence and Applications Vol. 2, No. 1 (2002) 83107
• International Journal of Mechanical Sciences 44 (2002) 9871002 A novel evolutionary algorithm for determining unied
• 282 IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS--PART C: APPLICATIONS AND REVIEWS, VOL. 31, NO. 3, AUGUST 2001 An Evolutionary Approach to Materialized Views
• IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, VOL. 4, NO. 3, SEPTEMBER 2000 295 Solving Equations by Hybrid Evolutionary Computation Techniques
• IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS--PART C: APPLICATIONS AND REVIEWS, VOL. 29, NO. 1, FEBRUARY 1999 87 Promises and Challenges of Evolvable Hardware
• ELSEVIER BioSystems 37 (1996) 189-197 Evolutionary stability in the n-person iterated prisoner's
• Negative Correlation Learning for Classification Ensembles Shuo Wang and Huanhuan Chen and Xin Yao
• Proceedings of International Joint Conference on Neural Networks, Atlanta, Georgia, USA, June 14-19, 2009 Diversity Exploration and Negative Correlation Learning on
• Multi-start JADE with knowledge transfer for numerical optimization
• Performance of Infeasibility Driven Evolutionary Algorithm (IDEA) on Constrained Dynamic Single Objective Optimization Problems
• Rigorous Time Complexity Analysis of Univariate Marginal Distribution Algorithm with Margins
• Dynamic Time-linkage Problems Revisited Trung Thanh Nguyen1
• Direction Matters in High-Dimensional Optimisation Cara MacNish, Member, IEEE, Xin Yao, Fellow, IEEE
• A Novel Co-evolutionary Approach to Automatic Software Bug Fixing
• Analysis of Population-based Evolutionary Algorithms for the Vertex Cover Problem
• Toward a Gene Regulatory Network Model for Evolving Chemotaxis Behavior
• Handling Constraints for Search Based Software Test Data Generation Ramon Sagarna and Xin Yao
• Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity
• Covariance Matrix Repairing in Gaussian Based EDAs Weishan Dong, and Xin Yao, Fellow, IEEE
• On the Analysis of Average Time Complexity of Estimation of Distribution Algorithms
• Differential Evolution for High-Dimensional Function Optimization Zhenyu Yang, Ke Tang and Xin Yao
• Target Shape Design Optimization by Evolving Splines Pan Zhang, Xin Yao, Fellow, IEEE, Lei Jia, B. Sendhoff, Senior Member, IEEE, and T. Schnier
• Greedy forward selection algorithms to Sparse Gaussian Process Regression
• Abstract--In this paper, we will present a heuristic method in order to combine the information about the parametric
• Speciation Techniques in Evolved Ensembles with Negative Correlation Learning
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