eBook
Intelligent Estimation : A Soft Computing Paradigm
| Τίτλος: | Intelligent Estimation : A Soft Computing Paradigm |
|---|---|
| Περιγραφή: | Intelligent Estimation: A Soft Computing Paradigm presents a unified treatment of a new soft computing framework using AI-based approaches for system identification, parameter estimation, and filtering. This Neuro-Fuzzy-GA-based methodology, succinctly referred to as Intelligent Estimation (IE), integrates these estimation and filtering tasks within a single paradigm.Offering a thorough understanding of soft computing-based estimation concepts and theory, the book discusses a modelling-control-system approach with numerous practical applications in solving mathematical modelling problems for industrial and aerospace engineering systems. It delves into theory, concepts, and various ramifications of neural networks, fuzzy logic, and genetic algorithms for modelling, system identification, filtering, and estimation.This book is intended for upper-level undergraduate and graduate engineering students studying soft computing, intelligent systems, and advanced control systems in industry applications.Instructors will be able to utilize a solutions manual and figure slides for their course. |
| Συγγραφείς: | Jitendra R. Raol, Sara M. George |
| Resource Type: | eBook. |
| Θέματα: | MATLAB, Parameter estimation--Data processing, System identification--Data processing, Soft computing, Genetic algorithms, Fuzzy logic |
| Categories: | COMPUTERS / Artificial Intelligence / General, COMPUTERS / Data Science / Neural Networks, TECHNOLOGY & ENGINEERING / Industrial Engineering, TECHNOLOGY & ENGINEERING / Industrial Technology, COMPUTERS / Data Science / Machine Learning |
| Βάση Δεδομένων: | eBook Index |
| FullText | Text: Availability: 0 |
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| Header | DbId: edsebk DbLabel: eBook Index An: 4470340 RelevancyScore: 987 AccessLevel: 6 PubType: eBook PubTypeId: ebook PreciseRelevancyScore: 987.310668945313 |
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| Items | – Name: Title Label: Title Group: Ti Data: Intelligent Estimation : A Soft Computing Paradigm – Name: Abstract Label: Description Group: Ab Data: Intelligent Estimation: A Soft Computing Paradigm presents a unified treatment of a new soft computing framework using AI-based approaches for system identification, parameter estimation, and filtering. This Neuro-Fuzzy-GA-based methodology, succinctly referred to as Intelligent Estimation (IE), integrates these estimation and filtering tasks within a single paradigm.Offering a thorough understanding of soft computing-based estimation concepts and theory, the book discusses a modelling-control-system approach with numerous practical applications in solving mathematical modelling problems for industrial and aerospace engineering systems. It delves into theory, concepts, and various ramifications of neural networks, fuzzy logic, and genetic algorithms for modelling, system identification, filtering, and estimation.This book is intended for upper-level undergraduate and graduate engineering students studying soft computing, intelligent systems, and advanced control systems in industry applications.Instructors will be able to utilize a solutions manual and figure slides for their course. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Jitendra+R%2E+Raol%22">Jitendra R. Raol</searchLink><br /><searchLink fieldCode="AR" term="%22Sara+M%2E+George%22">Sara M. George</searchLink> – Name: TypePub Label: Resource Type Group: TypPub Data: eBook. – Name: Subject Label: Subjects Group: Su Data: <searchLink fieldCode="DE" term="%22MATLAB%22">MATLAB</searchLink><br /><searchLink fieldCode="DE" term="%22Parameter+estimation--Data+processing%22">Parameter estimation--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22System+identification--Data+processing%22">System identification--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Soft+computing%22">Soft computing</searchLink><br /><searchLink fieldCode="DE" term="%22Genetic+algorithms%22">Genetic algorithms</searchLink><br /><searchLink fieldCode="DE" term="%22Fuzzy+logic%22">Fuzzy logic</searchLink> – Name: SubjectBISAC Label: Categories Group: Su Data: <searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Artificial+Intelligence+%2F+General%22">COMPUTERS / Artificial Intelligence / General</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+Neural+Networks%22">COMPUTERS / Data Science / Neural Networks</searchLink><br /><searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Industrial+Engineering%22">TECHNOLOGY & ENGINEERING / Industrial Engineering</searchLink><br /><searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Industrial+Technology%22">TECHNOLOGY & ENGINEERING / Industrial Technology</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+Machine+Learning%22">COMPUTERS / Data Science / Machine Learning</searchLink> |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=4470340 |
| RecordInfo | BibRecord: BibEntity: Languages: – Code: eng Text: English Subjects: – SubjectFull: MATLAB Type: general – SubjectFull: Parameter estimation--Data processing Type: general – SubjectFull: System identification--Data processing Type: general – SubjectFull: Soft computing Type: general – SubjectFull: Genetic algorithms Type: general – SubjectFull: Fuzzy logic Type: general Titles: – TitleFull: Intelligent Estimation : A Soft Computing Paradigm Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jitendra R. Raol – PersonEntity: Name: NameFull: Sara M. George – PersonEntity: Name: NameFull: Jitendra R. Raol – PersonEntity: Name: NameFull: Sara M. George IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2026 – D: 05 M: 08 Type: profile Y: 2026 Identifiers: – Type: isbn-print Value: 9781041018230 – Type: isbn-electronic Value: 9781003616580 – Type: isbn-electronic Value: 9781040570647 – Type: isbn-electronic Value: 9781040675359 Titles: – TitleFull: Intelligent Estimation : A Soft Computing Paradigm Type: main |
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