A Framework for Evolutionary Peer-to-Peer Overlay Schemes
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
A particle swarm optimization approach for substance identification
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
An Adaptive Global-Local Memetic Algorithm to Discover Resources in P2P Networks
Proceedings of the 2007 EvoWorkshops 2007 on EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog: Applications of Evolutionary Computing
A hybrid neural network and Minimax algorithm for zero-sum games
Proceedings of the 2009 Annual Research Conference of the South African Institute of Computer Scientists and Information Technologists
Proceedings of the 2009 Annual Research Conference of the South African Institute of Computer Scientists and Information Technologists
An artificial immune system based sensor network for frost warning and prevention
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
Adaptive genetic programming for dynamic classification problems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Genetic programming that ensures programs are original
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Adaptive clubs-based particle swarm optimization
ACC'09 Proceedings of the 2009 conference on American Control Conference
Learning nonlinear functions with MLPs and SRNs
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
The effect of varying the crossover rate in the evolution of bidding strategies
ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology
Genetic algorithms for modelling and optimisation
Journal of Computational and Applied Mathematics - Special issue: Mathematics applied to immunology
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Vaccine-enhanced artificial immune system for multimodal function optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
International Journal of Knowledge-based and Intelligent Engineering Systems
Saliency-directed image interpolation using particle swarm optimization
Signal Processing
Information Sciences: an International Journal
An intelligent prediction model for generating LGD trigger of IEEE 802.21 MIH
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Intelligent emotion-oriented eCommerce systems
AIKED'10 Proceedings of the 9th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases
Personalization of web-based systems based on computational intelligence modeling
CEA'10 Proceedings of the 4th WSEAS international conference on Computer engineering and applications
Process discovery: capturing the invisible
IEEE Computational Intelligence Magazine
AEE'10 Proceedings of the 9th WSEAS international conference on Applications of electrical engineering
Introducing an intelligent computerized tool to detect and predict urban growth pattern
WSEAS Transactions on Computers
Computational intelligence-based personalization of interactive web systems
WSEAS Transactions on Information Science and Applications
Emotion-oriented eCommerce systems
WSEAS TRANSACTIONS on SYSTEMS
Horse racing prediction using artificial neural networks
NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems
Learning fuzzy-valued fuzzy measures for the fuzzy-valued Sugeno fuzzy integral
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Adaptive particle swarm optimizer for feature selection
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Differential mutation based on population covariance matrix
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
ASM'10 Proceedings of the 4th international conference on Applied mathematics, simulation, modelling
Computing methodologies for localization techniques in wireless sensor networks
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
A performance study on synchronous and asynchronous updates in particle swarm optimization
Proceedings of the 13th annual conference on Genetic and evolutionary computation
QoS-based service optimization using differential evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Analyzing human gaze path during an interactive optimization task
Proceedings of the 2010 workshop on Eye gaze in intelligent human machine interaction
Swarm intelligence based routing protocol for wireless sensor networks: Survey and future directions
Information Sciences: an International Journal
Genetic fuzzy relational neural network for infant cry classification
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Enforced mutation to enhancing the capability of particle swarm optimization algorithms
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
A multi-valued discrete particle swarm optimization for the evacuation vehicle routing problem
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
A novel search interval forecasting optimization algorithm
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
A solution to bipartite drawing problem using genetic algorithm
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
A dynamic system model of biogeography-based optimization
Applied Soft Computing
MAMECTIS/NOLASC/CONTROL/WAMUS'11 Proceedings of the 13th WSEAS international conference on mathematical methods, computational techniques and intelligent systems, and 10th WSEAS international conference on non-linear analysis, non-linear systems and chaos, and 7th WSEAS international conference on dynamical systems and control, and 11th WSEAS international conference on Wavelet analysis and multirate systems: recent researches in computational techniques, non-linear systems and control
Hybridization of immunological computation and fuzzy systems in surgery decision making
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part IV
Multistrategy self-organizing map learning for classification problems
Computational Intelligence and Neuroscience
An artificial immune classifier for credit scoring analysis
Applied Soft Computing
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Future Generation Computer Systems
Software defect prediction using fuzzy support vector regression
ISNN'10 Proceedings of the 7th international conference on Advances in Neural Networks - Volume Part II
Genetic selection of fuzzy model for acute leukemia classification
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Computational intelligence in software cost estimation: an emerging paradigm
ACM SIGSOFT Software Engineering Notes
A note on computational intelligence methods in biometrics
International Journal of Biometrics
Landau theory of meta-learning
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Integrated Metaheuristic Optimization of 130--30 Investment-strategy-based Long--short Portfolios
International Journal of Intelligent Systems in Accounting and Finance Management
Mathematical and Computer Modelling: An International Journal
Knowledge discovery for scheduling in computational grids
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Two-cornered learning classifier systems for pattern generation and classification
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Securing fingerprint images using a hybrid technique
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
High-Dimension optimization problems using specified particle swarm optimization
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Population resizing using nonlinear dynamics in an ecology-based approach
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Photovoltaic power plant output estimation by neural networks and fuzzy inference
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
The impact of an adaptive user interface on reducing driver distraction
Proceedings of the 3rd International Conference on Automotive User Interfaces and Interactive Vehicular Applications
Journal of Visual Communication and Image Representation
A minimax probabilistic approach to feature transformation for multi-class data
Applied Soft Computing
An ecology-based heterogeneous approach for cooperative search
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Biological plausibility in optimisation: an ecosystemic view
International Journal of Bio-Inspired Computation
Guided reproduction in differential evolution
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Self Adaptive Particle Swarm Optimization for Efficient Virtual Machine Provisioning in Cloud
International Journal of Intelligent Information Technologies
Securing Fingerprint Images Through PSO Based Robust Facial Watermarking
International Journal of Information Security and Privacy
Particle swarm classification: A survey and positioning
Pattern Recognition
Self-adaptive differential evolution for feature selection in hyperspectral image data
Applied Soft Computing
Aggregation pheromone metaphor for semi-supervised classification
Pattern Recognition
A novel self-constructing Radial Basis Function Neural-Fuzzy System
Applied Soft Computing
Genetic Programming and Evolvable Machines
Proceedings of the 15th annual conference on Genetic and evolutionary computation
PSO for feature construction and binary classification
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Which algorithm should i choose at any point of the search: an evolutionary portfolio approach
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Using PSO in a spatial domain based image hiding scheme with distortion tolerance
Computers and Electrical Engineering
Towards a repulsive and adaptive particle swarm optimization algorithm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Influence of relaxed dominance criteria in multiobjective evolutionary algorithms
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Particle Swarm Optimization and Differential Evolution for model-based object detection
Applied Soft Computing
Structure stability analysis of Ninn = 2 - 22 using nature inspired algorithms: a performance study
International Journal of Advanced Intelligence Paradigms
Gene Set Cultural Algorithm: A Cultural Algorithm Approach to Reconstruct Networks from Gene Sets
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Power law-based local search in differential evolution
International Journal of Computational Intelligence Studies
The Journal of Supercomputing
Optical Memory and Neural Networks
Using machine learning to predict the driving context whilst driving
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Design and parametric considerations for artificial neural network pruning in UCT game playing
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
Hardware evolution of a digital circuit using a custom VLSI architecture
Proceedings of the South African Institute for Computer Scientists and Information Technologists Conference
On the use of particle swarm optimization and Kernel density estimator in concurrent negotiations
Information Sciences: an International Journal
Computer Methods and Programs in Biomedicine
Advanced Engineering Informatics
The Visual Computer: International Journal of Computer Graphics
FIF: A fuzzy information fusion algorithm based on multi-criteria decision making
Knowledge-Based Systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Computational Intelligence: An Introduction, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation. Engelbrecht provides readers with a wide knowledge of Computational Intelligence (CI) paradigms and algorithms; inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without any difficulty through a single Java class as part of the CI library. Key features of this second edition include: A tutorial, hands-on based presentation of the material. State-of-the-art coverage of the most recent developments in computational intelligence with more elaborate discussions on intelligence and artificial intelligence (AI). New discussion of Darwinian evolution versus Lamarckian evolution, also including swarm robotics, hybrid systems and artificial immune systems. A section on how to perform empirical studies; topics including statistical analysis of stochastic algorithms, and an open source library of CI algorithms. Tables, illustrations, graphs, examples, assignments, Java code implementing the algorithms, and a complete CI implementation and experimental framework. Computational Intelligence: An Introduction, Second Edition is essential reading for third and fourth year undergraduate and postgraduate students studying CI. The first edition has been prescribed by a number of overseas universities and is thus a valuable teaching tool. In addition, it will also be a useful resource for researchers in Computational Intelligence and Artificial Intelligence, as well as engineers, statisticians, operational researchers, and bioinformaticians with an interest in applying AI or CI to solve problems in their domains. Check out http://www.ci.cs.up.ac.za for examples, assignments and Java code implementing the algorithms.