The proceedings contain 41 papers. The special focus in this conference is on Evolution, Fault Tolerance, Fault Recovery, Development and applications. The topics include: A comparison of different circuit representat...
ISBN:
(纸本)354000730X
The proceedings contain 41 papers. The special focus in this conference is on Evolution, Fault Tolerance, Fault Recovery, Development and applications. The topics include: A comparison of different circuit representations for evolutionary analog circuit design;fault tolerance via endocrinologic based communication for multiprocessor systems;using negative correlation to evolve fault-tolerant circuits;a genetic representation for evolutionary fault recovery in virtex FPGAS;biologically inspiredevolutionary development;building knowledge into developmental rules for circuit design;a developmental method for growing graphs and circuits;developmental models for emergent computation;developmental effects on tuneable fitness landscapes;an integrated architecture for bio-inspired hardware;ontogenetic development and fault tolerance in the poetic tissue;spiking neural networks for reconfigurable poetic tissue;a learning, multi-layered, hardware artificial immune system implemented upon an embryonic array;virtual reconfigurable circuits for real-world applications of evolvable hardware;evolvable fuzzy system for ATM cell scheduling;synthesis of Boolean functions using information theory;evolving multiplier circuits by training set and training vector partitioning;evolution of self-diagnosing hardware;routing of embryonic arrays using genetic algorithms;automatic evolution of signal separators using reconfigurable hardware;distributed control in self-reconfigurable robots;evolving reinforcement learning-like abilities for robots;evolving image processing operations for an evolvable hardware environment;hardware implementation of a genetic controller and effects of training on evolution;a mobile platform for sensor evolution;simulation of a neural node using set technology and using genetic programming to generate protocol adaptors for interprocess communication.
This book constitutes the first of 3 volumes of refereed conference proceedings of the 8th International conference on Intelligent Computing, ICIC 2012, held in Huangshan, China, in July 2012. The 242 revised full pap...
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ISBN:
(数字)9783642315886
ISBN:
(纸本)9783642315879
This book constitutes the first of 3 volumes of refereed conference proceedings of the 8th International conference on Intelligent Computing, ICIC 2012, held in Huangshan, China, in July 2012. The 242 revised full papers presented were carefully reviewed and selected from 753 submissions. The 84 papers included in this volume are organized in topical sections on evolutionary learning and genetic algorithms, fuzzy theory and models, swarm intelligence and optimization, kernel methods and supporting vector machines, nature inspired computing and optimization, systems biology and computational biology, knowledge discovery and data mining, graph theory and algorithms, machine learning theory and methods, biomedical informatics theory and methods, complex systems theory and methods, pervasive/ubiquitous computing theory and methods, intelligent computing in bioinformatics, intelligent computing in pattern recognition, intelligent computing in image processing, intelligent computing in robotics, intelligent computing in computer vision, intelligent computing in Petri nets/transportation systems, intelligent data fusion and information security, intelligent sensor networks, knowledge representation/reasoning and expert systems, hybrid optimization, and bio-inspired computing and application.
The proceedings contain 116 papers. The special focus in this conference is on Formal theory, New techniques, Experimental analysis, Multiobjective optimization, Hybrid methods, and applications. The topics include: C...
ISBN:
(纸本)3540876995
The proceedings contain 116 papers. The special focus in this conference is on Formal theory, New techniques, Experimental analysis, Multiobjective optimization, Hybrid methods, and applications. The topics include: Convergence Analysis of Evolution trategies with Random Numbers of Offspring Multiobjectivization by Decomposition of Scalar Cost Functions, A Blend of Markov-Chain and Drift Analysis, On Multiplicative Noise Models for Stochastic Search, Premature Convergence in Constrained Continuous Search Spaces, Approximating Minimum Multicuts by evolutionary Multi-objective Algorithms, Simplified Drift Analysis for Proving Lower Bounds in evolutionarycomputation, Ignoble Trails - Where Crossover Is Provably Harmful, Lower Bounds for Evolution Strategies Using VC-Dimension, Rigorous Runtime Analysis of Inversely Fitness Proportional Mutation Rates, Covariance Matrix Adaptation Revisited - The CMSA Evolution Strategy, Enhancing the Performance of Maximum - Likelihood Gaussian EDAs Using Anticipated Mean Shift, New Approaches to Coevolutionary Worst-Case Optimization, bio-inspired Search and Distributed Memory Formation on Power-Law Networks, Enhancing the Efficiency of the ECGA, Extreme Value Based Adaptive Operator Selection, Uncertainty Handling in Model Selection for Support Vector Machines, Niche Radius Adaptation with Asymmetric Sharing, Adaptive Encoding: How to Render Search Coordinate System Invariant, Supervised and evolutionary Learning of Echo State Networks, Dynamic Cooperative Coevolutionary Sensor Deployment via Localized Fitness Evaluation, On the Run-Time Dynamics of a Peer-to-Peer evolutionary Algorithm, Mixed-Integer Evolution Strategies with Dynamic Niching, A Compass to Guide Genetic Algorithms, and Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme evolutionary Algorithms.
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