Soft Computing in Engineering Design and Manufacturing
Editat de Pravir K. Chawdhry, Rajkumar Roy, Raj K. Panten Limba Engleză Paperback – 19 noi 1997
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Specificații
ISBN-13: 9783540762140
ISBN-10: 3540762140
Pagini: 480
Ilustrații: XIX, 480 p.
Dimensiuni: 193 x 270 x 25 mm
Greutate: 1.07 kg
Ediția:1998
Editura: SPRINGER LONDON
Colecția Springer
Locul publicării:London, United Kingdom
ISBN-10: 3540762140
Pagini: 480
Ilustrații: XIX, 480 p.
Dimensiuni: 193 x 270 x 25 mm
Greutate: 1.07 kg
Ediția:1998
Editura: SPRINGER LONDON
Colecția Springer
Locul publicării:London, United Kingdom
Public țintă
Professional/practitionerCuprins
Artificial Neural Networks Optimization by means of Evolutionary Algorithms.- Fitness Causes Bloat.- Triune Brain Inspired Unifying View of Intelligent Computation.- An Overview of Evolutionary Computing for Multimodal Function Optimisation.- Evolution of Cellular-automaton-based Associative Memories.- Simple Implementation of Genetic Programming by Column Tables.- XCS Classifier System Reliably Evolves Accurate, Complete and Minimal Representations for Boolean Functions.- Designing Neural Networks using a Genetic Rule-based System.- A Neural Network for Real-World Postal Address Recognition.- Neural Processing in Semi-Rigid Connections of Steel Structures.- Evolutionary Design of Neural trees for Heart Rate Prediction.- Hypertrapezoidal Fuzzy Membership Functions for Decision Aiding.- An Iterative Two-phase Approach to Fuzzy System Design.- A fuzzy control course on Internet.- FUZOS — Fuzzy Operating System Support for Information Technology.- Industrial Application of Chaos Engineering.- A Genetic Method for Evolutionary Agents in a Competitive Environment.- Empirically-Derived Population Size and Mutation Rate Guidelines for a Genetic Algorithm with Uniform Crossover.- Analysis of various evolutionary algorithms and the classical dumped least squares in the optimization of the doublet.- Genetic Programming with One-Point Crossover.- Evolutionary Tabu Search for Geometric Primitive Extraction.- Parallel Genetic Algorithms in the Optimization of Composite Structures.- Mijn Mutation Operator for Aerofoil Design Optimisation.- Design Problems with Soft Linear Constraints.- Finding Acceptable Solutions in the Pareto-Optimal Range using Multiobjective Genetic Algorithms.- Handling Probabilistic Uncertainty in Constraint Logic Programming.- A Voxel-based Representationfor Evolutionary Shape Optimisation: A case-study of a problem-centred approach to operator design.- A comparison of crossover for rural postman problem with time windows.- On Generating Optimum Configurations of Commuter Aircraft using Stochastic Optimisation Methods.- Application of Genetic Algorithms to Packing Problems — A Review.- Generic Evolutionary Design.- Evolving Digital Logic Circuits on Xilinx 6000 Family FPGAs.- A Dialogue Module at the Conceptual Product Design Stage through Genetic Algorithm.- Hard v. soft computing issues in configuration design.- Airframe optimisation based on structural evolution simulation by means of the GA and sequence of numerical models.- Simulated Evolution and Adaptive Search in Engineering Design — Experiences at the University of Cape Town.- A Genetic Algorithm Based Hybrid Channel Allocation Scheme.- Solving Scheduling Problems via Evolutionary Methods for Rule Sequence Optimization.- Estimation of Geometrical Parameters of Drill Point by Combining Genetic Algorithm and Gradient Method.- Adaptability by Behaviour Selection and Observation for Mobile Robots.- Application-Based Time Tabling by Genetic Algorithm.- A novel self-organising neural network for control chart pattern recognition.- Neuro-Fuzzy Control Based on the NEFCON-Model under MATLAB/SIMUUNK.- An Optimal COG Defuzzification Method for a Fuzzy Logic Controller.- Automatic Structuring of Unknown Dynamic Systems.- Takagi-Sugeno Fuzzy Control of Batch Polymerization Reactors.- Genetic Algorithms and Evolution Strategies Applied in Identification and Control: Case Study.- 9: Summary of Discussions.- Keyword Index.- List of Reviewers.
Caracteristici
Some 47 contributions cover state-of-the-art techniques and applications of soft computing which will stimulate further advances * With cross references between the various topics and