Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach : First International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2005, Las Palmas, Canary Islands, Spain, June 15-18, 2005, Proceedings, Part II / edited by José Mira, José R. Álvarez.

Format:

Book

Contributor:

Mira, J. (José), editor.

Álvarez, José R. (José Ramón), 1965- editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

LNCS sublibrary. Theoretical computer science and general issues ; SL 1, 3562.

Theoretical Computer Science and General Issues ; 3562

Language:

English

Subjects (All):

Computers.

Algorithms.

Artificial intelligence.

Optical data processing.

Pattern perception.

Evolution (Biology).

Computation by Abstract Devices.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Image Processing and Computer Vision.

Pattern Recognition.

Evolutionary Biology.

Local Subjects:

Computation by Abstract Devices.

Algorithm Analysis and Problem Complexity.

Artificial Intelligence.

Image Processing and Computer Vision.

Pattern Recognition.

Evolutionary Biology.

Physical Description:

1 online resource (XXIV, 638 pages).

Edition:

First edition 2005.

Contained In:

Springer eBooks

Place of Publication:

Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2005.

System Details:

text file PDF

Contents:

Evolutionary Computation

Cultural Operators for a Quantum-Inspired Evolutionary Algorithm Applied to Numerical Optimization Problems

New Codification Schemas for Scheduling with Genetic Algorithms

Solving the Multidimensional Knapsack Problem Using an Evolutionary Algorithm Hybridized with Branch and Bound

Cryptanalysis of Substitution Ciphers Using Scatter Search

Combining Metaheuristics and Exact Algorithms in Combinatorial Optimization: A Survey and Classification

Convergence Analysis of a GA-ICA Algorithm

An Evolutionary Strategy for the Multidimensional 0-1 Knapsack Problem Based on Genetic Computation of Surrogate Multipliers

An Evolutionary Approach to Designing and Solving Fuzzy Job-Shop Problems

Memetic Algorithms with Partial Lamarckism for the Shortest Common Supersequence Problem

2D and 3D Pictural Networks of Evolutionary Processors

Analysing Sentences with Networks of Evolutionary Processors

Simulating Evolutionary Algorithms with Eco-grammar Systems

Timed Accepting Hybrid Networks of Evolutionary Processors

A New Immunotronic Approach to Hardware Fault Detection Using Symbiotic Evolution

A Basic Approach to Reduce the Complexity of a Self-generated Fuzzy Rule-Table for Function Approximation by Use of Symbolic Regression in 1D and 2D Cases

Parallel Evolutionary Computation: Application of an EA to Controller Design

MEPIDS: Multi-Expression Programming for Intrusion Detection System

A Study of Heuristic Techniques Inspired in Natural Process for the Solution of the Container Fill Problem

Attribute Grammar Evolution

Evolution and Evaluation in Knowledge Fusion System

The Allele Meta-model - Developing a Common Language for Genetic Algorithms

Using Bees to Solve a Data-Mining Problem Expressed as a Max-Sat One

A Comparison of GA and PSO for Excess Return Evaluation in Stock Markets

Nonlinear Robust Identification Using Multiobjective Evolutionary Algorithms

Genetic Algorithms for Multiobjective Controller Design

Grammar Based Crossover Operator in Genetic Programming

GA-Selection Revisited from an ES-Driven Point of View

Agent WiSARD in a 3D World

One Generalization of the Naive Bayes to Fuzzy Sets and the Design of the Fuzzy Naive Bayes Classifier

Towards a Methodology to Search for Near-Optimal Representations in Classification Problems

Playing a Toy-Grammar with GCS

A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population

Engineering Optimizations via Nature-Inspired Virtual Bee Algorithms

Solving Partitioning Problem in Codesign with Ant Colonies

Electronics and Robotics

A Neuromimetic Integrated Circuit for Interactive Real-Time Simulation

A FPGA Architecture of Blind Source Separation and Real Time Implementation

Description and Simulation of Bio-inspired Systems Using VHDL-AMS

Transistor-Level Circuit Experiments Using Evolvable Hardware

An Electronic Reconfigurable Neural Architecture for Intrusion Detection

Construction and VHDL Implementation of a Fully Local Network with Good Reconstruction Properties of the Inputs

Reconfigurable Hardware Implementation of Neural Networks for Humanoid Locomotion

An Associative Cortical Model of Language Understanding and Action Planning

Neural Clustering Analysis of Macroevolutionary and Genetic Algorithms in the Evolution of Robot Controllers

Induced Behavior in a Real Agent Using the Multilevel Darwinist Brain

Landscaping Model for Virtual Environment

Other Applications

Sensitivity from Short-Term Memory vs. Stability from Long-Term Memory in Visual Attention Method

Visual Attention, Visual Saliency, and Eye Movements During the Inspection of Natural Scenes

Model Performance for Visual Attention in Real 3D Color Scenes

On the Evolution of Formal Models and Artificial Neural Architectures for Visual Motion Detection

Estimation of Fuel Moisture Content Using Neural Networks

Adjustment of Surveillance Video Systems by a Performance Evaluation Function

Application of Machine Learning Techniques for Simplifying the Association Problem in a Video Surveillance System

A Neurocalibration Model for Autonomous Vehicle Navigation

Some Remarks on the Application of Artificial Neural Networks to Optical Character Recognition

Using Fuzzy Clustering Technique for Function Approximation to Approximate ECG Signals

Information Retrieval and Classification with Wavelets and Support Vector Machines

A New Approach to Clustering and Object Detection with Independent Component Analysis

Bispectra Analysis-Based VAD for Robust Speech Recognition

On-line Training of Neural Networks: A Sliding Window Approach for the Levenberg-Marquardt Algorithm

Boosting Parallel Perceptrons for Label Noise Reduction in Classification Problems

On the Connection Between the Human Visual System and Independent Component Analysis

Image Classifier for the TJ-II Thomson Scattering Diagnostic: Evaluation with a Feed Forward Neural Network

Computerized Adaptive Tests and Item Response Theory on a Distance Education Platform

Stochastic Vs Deterministic Traffic Simulator. Comparative Study for Its Use Within a Traffic Light Cycles Optimization Architecture.

Other Format:

Printed edition:

ISBN:

978-3-540-31673-2

9783540316732

Access Restriction:

Restricted for use by site license.