Coverart for item
The Resource Advances in soft computing : 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011 : proceedings, Part II, Ildar Batyrshin, Grigori Sidorov (eds.)

Advances in soft computing : 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011 : proceedings, Part II, Ildar Batyrshin, Grigori Sidorov (eds.)

Label
Advances in soft computing : 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011 : proceedings, Part II
Title
Advances in soft computing
Title remainder
10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011 : proceedings
Title number
Part II
Statement of responsibility
Ildar Batyrshin, Grigori Sidorov (eds.)
Creator
Contributor
Subject
Genre
Language
eng
Summary
The two-volume set LNAI 7094 and 7095 constitutes the refereed proceedings of the 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, held in Puebla, Mexico, in November/December 2011. The 96 revised papers presented were carefully selected from XXX submissions. The second volume contains 46 papers focusing on soft computing. The papers are organized in the following topical sections: fuzzy logic, uncertainty and probabilistic reasoning; evolutionary algorithms and other naturally-inspired algorithms; data mining; neural networks and hybrid intelligent systems; and computer vision and image processing
Member of
Cataloging source
GW5XE
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.9.S63
LC item number
M49 2011
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2011
http://bibfra.me/vocab/lite/meetingName
Mexican International Conference on Artificial Intelligence
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Batyrshin, Ildar
  • Sidorov, Grigori
Series statement
Lecture notes in computer science. Lecture notes in artificial intelligence
Series volume
7095
http://library.link/vocab/subjectName
  • Soft computing
  • Artificial intelligence
  • Informatique
  • Artificial intelligence
  • Soft computing
  • Engineering & Applied Sciences
  • Mechanical Engineering
  • Computer Science
  • Mechanical Engineering - General
Label
Advances in soft computing : 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011 : proceedings, Part II, Ildar Batyrshin, Grigori Sidorov (eds.)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Title; Preface; Organization; Table of Contents; Fuzzy Logic, Uncertainty and Probabilistic Reasoning; Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic; Introduction; Background and Basic Concepts; Granular Computing; Type-2 Fuzzy Logic; GAs; Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic; Automatic Design of Fuzzy Systems for Control of Aircraft Dynamic Systems with Genetic Optimization; Problem Description; PID and Fuzzy System for Longitudinal Control
  • Simulation ResultsHierarchical Genetic Algorithm for Optimal Type-2 Fuzzy System Design in the Shower Control; Problem Description; Fuzzy Control; Conclusions; References; No-Free-Lunch Result for Interval and Fuzzy Computing: When Bounds Are Unusually Good, Their Computation Is Unusually Slow; First Case Study: Interval Computations; Second Case Study: Fuzzy Computations; Third Case Study: When Computing Variance under Interval Uncertainty Is NP-Hard; Fourth Case Study: Kolmogorov Complexity; References
  • Intelligent Robust Control of Dynamic Systems with Partial Unstable Generalized Coordinates Based on Quantum Fuzzy InferenceIntroduction; Design Technology Knowledge Bases on Soft Computing; ICS Model Based on Quantum Fuzzy Inference; Simulation Results of Control Object with Partial Unstable General Coordinates; General Comparison of Control Quality of Designed Controllers; Conclusions; References; Type-2 Neuro-Fuzzy Modeling for a Batch Biotechnological Process; Introduction; Data and Substrate Model; Type-1 Neuro-Fuzzy Model; Model Structure; Model Estimates; Type-2 Neuro-Fuzzy Model
  • Learning and TestingConclusions; References; Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach; Introduction; Background; RAMSET Methodology; Tree Test Fuzzy Model; Tree Test ANFIS Fuzzy Model; Results; Conclusions; References; ACO-Tuning of a Fuzzy Controller for the Ball and Beam Problem; Introduction; Related Work; Ball and Beam System; Fuzzy Controller; Problem Description; Objective; Membership Function; Universe of Discourse; Ant Colony Optimization; ACO Algorithm; Heuristic Information; Pheromone; Building Solutions; Pheromone Trails
  • Experimental ResultsConclusions and Future Studies; References; Estimating Probability of Failure of a Complex System Based on Inexact Information about Subsystems and Components, with Potential Applications to Aircraft Maintenance; Formulation of the Problem; Simplest Case: Component Failures Are Independent and Failure Probabilities P(A) Are Exactly Known; Important Subcase of the Simplest Case: When Components Are Very Reliable; Monotonicity Case; In Practice, the Dependence Is Sometimes Non-monotonic
Control code
765959183
Dimensions
unknown
Extent
1 online resource (xxv, 534 pages)
File format
unknown
Form of item
online
Isbn
9783642253300
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/978-3-642-25330-0
  • 9783642253294
Other physical details
illustrations (some color).
http://library.link/vocab/ext/overdrive/overdriveId
3642253296
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)765959183
Label
Advances in soft computing : 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011 : proceedings, Part II, Ildar Batyrshin, Grigori Sidorov (eds.)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Intro; Title; Preface; Organization; Table of Contents; Fuzzy Logic, Uncertainty and Probabilistic Reasoning; Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic; Introduction; Background and Basic Concepts; Granular Computing; Type-2 Fuzzy Logic; GAs; Intelligent Control of Nonlinear Dynamic Plants Using a Hierarchical Modular Approach and Type-2 Fuzzy Logic; Automatic Design of Fuzzy Systems for Control of Aircraft Dynamic Systems with Genetic Optimization; Problem Description; PID and Fuzzy System for Longitudinal Control
  • Simulation ResultsHierarchical Genetic Algorithm for Optimal Type-2 Fuzzy System Design in the Shower Control; Problem Description; Fuzzy Control; Conclusions; References; No-Free-Lunch Result for Interval and Fuzzy Computing: When Bounds Are Unusually Good, Their Computation Is Unusually Slow; First Case Study: Interval Computations; Second Case Study: Fuzzy Computations; Third Case Study: When Computing Variance under Interval Uncertainty Is NP-Hard; Fourth Case Study: Kolmogorov Complexity; References
  • Intelligent Robust Control of Dynamic Systems with Partial Unstable Generalized Coordinates Based on Quantum Fuzzy InferenceIntroduction; Design Technology Knowledge Bases on Soft Computing; ICS Model Based on Quantum Fuzzy Inference; Simulation Results of Control Object with Partial Unstable General Coordinates; General Comparison of Control Quality of Designed Controllers; Conclusions; References; Type-2 Neuro-Fuzzy Modeling for a Batch Biotechnological Process; Introduction; Data and Substrate Model; Type-1 Neuro-Fuzzy Model; Model Structure; Model Estimates; Type-2 Neuro-Fuzzy Model
  • Learning and TestingConclusions; References; Assessment of Uncertainty in the Projective Tree Test Using an ANFIS Learning Approach; Introduction; Background; RAMSET Methodology; Tree Test Fuzzy Model; Tree Test ANFIS Fuzzy Model; Results; Conclusions; References; ACO-Tuning of a Fuzzy Controller for the Ball and Beam Problem; Introduction; Related Work; Ball and Beam System; Fuzzy Controller; Problem Description; Objective; Membership Function; Universe of Discourse; Ant Colony Optimization; ACO Algorithm; Heuristic Information; Pheromone; Building Solutions; Pheromone Trails
  • Experimental ResultsConclusions and Future Studies; References; Estimating Probability of Failure of a Complex System Based on Inexact Information about Subsystems and Components, with Potential Applications to Aircraft Maintenance; Formulation of the Problem; Simplest Case: Component Failures Are Independent and Failure Probabilities P(A) Are Exactly Known; Important Subcase of the Simplest Case: When Components Are Very Reliable; Monotonicity Case; In Practice, the Dependence Is Sometimes Non-monotonic
Control code
765959183
Dimensions
unknown
Extent
1 online resource (xxv, 534 pages)
File format
unknown
Form of item
online
Isbn
9783642253300
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 10.1007/978-3-642-25330-0
  • 9783642253294
Other physical details
illustrations (some color).
http://library.link/vocab/ext/overdrive/overdriveId
3642253296
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)765959183

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