Soft Computing in Industrial Applications
Home > Computing and Information Technology > Computer science > Artificial intelligence > Soft Computing in Industrial Applications
Soft Computing in Industrial Applications

Soft Computing in Industrial Applications


     0     
5
4
3
2
1



International Edition


About the Book

This book contains recent theoretical innovations and a comprehensive collection of industrial applications in the emerging field of Soft Computing. Soft computing is a new form of artificial intelligence and it consists of four core methodologies: Fuzzy Computing, Neuro Computing, Evolutionary Computation, and Probabilistic Computing. These individual techniques are clearly complementary or synergistic rather than competitive. Therefore, it is a common practice to combine two or three methodologies when solving complex problems. Also the systematic fusion of soft computing and hard computing is a highly potential alternative to be considered. Soft computing methodologies are suitable for various real-world applications, because the available information and system knowledge are often imprecise, un­ certain, or partially even incorrect. To handle such demanding conditions and obtain the required robustness with pure hard computing would typically be either very difficult or expensive. This book is a unique collection of technical articles providing a thorough overview of the state-of-the-art theory and industrial applications. The core articles on evolutionary computation, fuzzy computing, and neuro computing are of particular interest to researchers and practicing engineers.

Table of Contents:
1: Fuzzy Computing.- Fuzzy Process Model Development with Missing Data.- Decomposed Fuzzy Models for Modelling and Identification of Dynamic Systems.- Investigation of Least Square Fuzzy Identification via a Virtual Higher Resolution Fuzzy Model.- Fuzzy Morphologies Revisited.- A Design Method of Stable Non-separate Controller Using Symbolic Expressions.- Adjustment of Identified Fuzzy Measures.- Design and Application of Block-Oriented Fuzzy Models — Fuzzy Hammerstein Model.- Evolving Fuzzy Detectives: An Investigation into the Evolution of Fuzzy Rules.- Fuzzy Logic Two-phase Traffic Signal Control for Coordinated One-way Streets.- Clustering Models Extracting Dynamic and Non-Dynamic Changes for 3-Way Data.- 2: Neuro Computing.- Identification of Nonlinear Multivariable Process by Neural Networks: Open-loop and Closed-Loop Case Studies.- Modelling Batch Learning of Restricted Sets of Examples.- Neural Networks with Hierarchically Structured Information and its Unlearning Effects.- Discussion of Reliability Criterion for US Dollar Classification by LVQ.- Facility Location Using Neural Networks.- Building Maps of Workspace for Autonomous Mobile Robots Using Self-Organizing Neural Network.- Neural Network Parameter Estimation and Dimensionality Reduction in Power System Voltage Stability Assessment.- Neural Networks-based Friction Compensation with Application in Servo Motor Systems.- Linear and Neural Dynamical Models for Energy Flows Prediction in Facility Systems.- An Optimal VQ Codebook Design Using the Co-adaptation of Learning and Evolution.- 3: Evolutionary Computation.- An Emergence of Coordinated Communication in Populations of Agents with Evolution Simulated by Genetic Algorithm.- Migration and Population Dynamics in Distributed Coevolutionary Algorithm.-Royal Road Encodings and Schema Propagation in Selective Crossover.- An Evolutionary Approach for the Design of Natural Language Parser.- GA-Based Identification of Unknown Structured Mechatronics System.- Integrating Genetic Algorithms and Interactive Simulations for Airbase Logistics Planning.- Evaluation of Virtual Cities Generated by Using a Genetic Algorithm.- 4: Probabilistic Computing.- Minimizing Real Functions by Scout.- Qualitative Similarity.- Survival Probability for Uniform Model on Binary Tree: Critical Behavior and Scaling.- Stochastic Modelling of Multifractal Exchange Rates.- Bayesian State Space Modeling for Nonlinear Nonstationary Time Series.- Noise Induced Congestion in Coupled Map Optimal Velocity Model of Traffic Flow.- Geometrical View on Mean-Field Approximation for Solving Optimization Problems.- Probabilistic Computational Method in Image Restoration Based on Statistical-Mechanical Technique.- Bayesian Neural Networks: Case Studies in Industrial Applications.- 5: Hybrid Methods, Chaos, and Immune Networks.- Multivariable Predictive Control Based on Neural Network Model and Simplex-Evolutionary Hybrid Optimization.- Permeability Prediction in Petroleum Reservoir using a Hybrid System.- A Performance Comparison of Chaotic Simulated Annealing Models for Solving the N-Queen Problem.- Study on the Idiotypic Network Model for the Feature Extraction of Patterns.- 6: Rough Sets.- Rough Set Based Uncertainty Management for Spatial Databases and Geographical Information Systems.- Soft Computing for Evolutionary Information Systems — Potentials of Rough Sets.- Towards Rough Set Based Concept Modeler.- 7: Image Processing.- Still Images Compression Using Fractal Approximation, Wavelet Transform and Vector Quantization.- N-dimensional Frameworks for theApplication of Soft Computing to Image Processing.- Computational Autopoiesis for Texture Analysis.- Novel Approach in Watermarking of Digital Image.- A Fuzzy Region-Growing Algorithm for Segmentation of Natural Images.- 8: Human Interfaces.- Design Issue of Electric Agent for Realizing Biological and Social Coordination with Human and Environment.- An Emergent Approach for System Designs.- Training of Fuzzy Rules in the Freehand Curve Identifier FSCI.- Intelligent Real-Time Control of Moulding Mixtures Composition in Foundries.- 9: New Frontiers of Soft Computing.- Test Feature Classifiers and a 100 % Recognition Rate.- Evaluation of the Modified Parzen Classifier in Small Training Sample Size Situations.- Soft Limiting in Adaptive Notch Filtering.- An Algorithm for Induction of Possibilistic Set-Valued Rules by Finding Prime Disjunctions.- Dataflow Realizes a Diagrammatic Programming Method.- DIFFOBJ — A Game for Exercising Teams of Agents.- Author Index.


Best Sellers


Product Details
  • ISBN-13: 9781852332938
  • Publisher: Springer London Ltd
  • Publisher Imprint: Springer London Ltd
  • Height: 235 mm
  • No of Pages: 670
  • Returnable: Y
  • ISBN-10: 185233293X
  • Publisher Date: 15 Mar 2000
  • Binding: Hardback
  • Language: English
  • Returnable: Y
  • Width: 155 mm


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Soft Computing in Industrial Applications
Springer London Ltd -
Soft Computing in Industrial Applications
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Soft Computing in Industrial Applications

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals

    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!