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Adaptive computing in design and manufacture : the integration of evolutionary and adaptive computing technologies with product/system design and realisation

Author: I C Parmee
Publisher: London ; New York : Springer, ©1998.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
These papers were presented at the Third International Conference on Adaptive Computing in Design and Manufacture, organised by the Plymouth Engineering Design Centre (University of Plymouth) and held at Dartington Hall, Devon, April 1998. The collection is the work of leading international experts and researchers in the field of the development and application of evolutionary and adaptive computing techniques  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Adaptive computing in design and manufacture.
London ; New York : Springer, ©1998
(DLC) 98006382
(OCoLC)38580123
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: I C Parmee
ISBN: 9781447115892 1447115899
OCLC Number: 605381363
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
Description: 1 online resource (xi, 364 pages) : illustrations
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: 1. Design Issues --
1.1 Adaptive Systems in Designing: New Analogies from Genetics and Developmental Biology --
1.2 Emergent Computational Models in Structural Analysis and Design --
1.3 Exploring the Design Potential of Evolutionary/Adaptive Search and Other Computational Intelligence Technologies --
2. Adaptive Computing in Manufacture --
2.1 Tackling Complex Job Shop Problems using Operation Based Scheduling --
2.2 Minimising Job Tardiness: Priority Rules vs. Adaptive Scheduling --
2.3 Evolutionary Computation Approaches to Cell Optimisation --
2.4 A Temperature Predicting Model for Manufacturing Processes Requiring Coiling --
2.5 Solving Multi-objective Transportation Problems by Spanning Tree-based Genetic Algorithm --
3. Generic Issues: Model Representation, Multiobjectives and Constraint Handling --
3.1 Optimisation for Multilevel problems: A Comparison of Various Algorithms --
3.2 Evaluation of Injection Island GA Performance on Flywheel Design Optimization --
3.3 Evolutionary Mesh Numbering: Preliminary Results --
3.4 Two New Approaches to Multiobjective Optimization Using Genetic Algorithms --
3.5 Mapping Based Constraint Handling for Evolutionary Search; Thurston's Circle Packing and Grid Generation --
4. Structured Representations --
4.1 Evolutionary Design of Analog Electrical Circuits using Genetic Programming --
4.2 Improving Engineering Design Models using an Alternative Genetic Programming Approach --
4.3 From Mondrian to Frank Lloyd Wright: Transforming Evolving Representations --
4.4 A Comparison of Evolutionary-Based Strategies for Mixed Discrete Multilevel Design Problems --
5. Aerospace Applications --
5.1 Design Optimisation of a Simple 2-D Aerofoil Using Stochastic Search Methods --
5.2 Adaptive Strategy Based on the Genetic Algorithm and a Sequence of Discrete Models in Aircraft Structural Optimization --
5.3 Multi-objective Optimisation and Preliminary Airframe Design --
5.4 Evolving Robust Strategies for Autonomous Flight: A Challenge to Optimal Control Theory --
6. Other Applications --
6.1 Performance of Genetic Algorithms for Optimisation of Frame Structures --
6.2 Global Optimisation in Optical Coating Design --
6.3 Evolutionary Algorithms for the Design of Stack Filters Specified using Selection Probabilities --
6.4 Drawing Graphs with Evolutionary Algorithms --
6.5 Benchmarking of Different Modifications of the Cascade Correlation Algorithm --
6.6 Determination of Gas Temperature in a CVD Reactor From Optical Emission Spectra with the Help of Artificial Neural Networks and Group Method of Data Handling (GMDH) --
6.7 Multi-Domain Optimisation using Computer Experiments for Concurrent Engineering.
Responsibility: I.C. Parmee, ed.

Abstract:

The third evolutionary I adaptive computing conference organised by the Plymouth Engineering Design Centre (PEDC) at the University of Plymouth again explores the utility of various adaptive search  Read more...

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