GMDH-methodology and implementation in C:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Covent Garden, London
Imperial College Press
[2015]
|
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 |
| Beschreibung: | Online resource; title from PDF title page (Ebsco, viewed Dec. 16, 2014) |
| Beschreibung: | 1 online resource illustrations |
| ISBN: | 9781848166110 1848166117 9781848166103 |
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| 245 | 1 | 0 | |a GMDH-methodology and implementation in C |c editor, Godfrey Onwubolu |
| 264 | 1 | |a Covent Garden, London |b Imperial College Press |c [2015] | |
| 264 | 4 | |c © 2015 | |
| 300 | |a 1 online resource |b illustrations | ||
| 336 | |b txt |2 rdacontent | ||
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| 338 | |b cr |2 rdacarrier | ||
| 500 | |a Online resource; title from PDF title page (Ebsco, viewed Dec. 16, 2014) | ||
| 505 | 8 | |a ""Contents""; ""Preface""; ""Organization of the Chapters""; ""Intended Audience""; ""Resources for Readers""; ""About the Editor""; ""List of Contributors""; ""1. Introduction""; ""1.1 Historical Background of GMDH""; ""1.2 Basic GMDH Algorithm""; ""1.2.1 External criteria""; ""1.3 GMDH-Type Neural Networks""; ""1.4 Classification of GMDH Algorithms""; ""1.4.1 Parametric GMDH algorithms""; ""1.4.1.1 Multilayer GMDH""; ""1.4.1.2 Combinatorial GMDH""; ""1.4.1.3 Objective system analysis""; ""1.4.2 Non-parametric GMDH algorithms""; ""1.4.2.1 Objective cluster analysis (OCA)"" | |
| 505 | 8 | |a ""1.4.2.2 Analogue complexing (AC)""""1.4.2.3 Pointing finger clusterization algorithm""; ""1.5 Rationale for GMDH in C Language""; ""1.6 Available Public Software""; ""1.7 Recent Developments""; ""1.8 Conclusions""; ""References""; ""2. GMDH Multilayered Iterative Algorithm (MIA)""; ""2.1 Multilayered Iterative Algorithm (MIA) Networks""; ""2.1.1 GMDH layers""; ""2.1.2 GMDH nodes""; ""2.1.3 GMDH connections""; ""2.1.4 GMDH network""; ""2.1.5 Regularized model selection""; ""2.1.6 GMDH algorithm""; ""2.2 Computer Code for GMDH-MIA""; ""2.2.1 Compute a tree of quadratic polynomials"" | |
| 505 | 8 | |a ""2.2.2 Evaluate the Ivakhnenko polynomial using the tree of polynomials generated""""2.2.3 Compute the coefficients in the Ivakhnenko polynomial using the same tree of polynomials generated""; ""2.2.4 Main program""; ""2.3 Examples""; ""2.3.1 Example 1""; ""2.3.2 Example 2""; ""2.4 Summary""; ""References""; ""3. GMDH Multilayered Algorithm Using Prior Information""; ""3.1 Introduction""; ""3.2 Criterion Correction Algorithm""; ""3.3 C++ Implementation""; ""3.3.1 Building sources""; ""3.4 Example""; ""3.5 Conclusion""; ""References""; ""4. Combinatorial (COMBI) Algorithm"" | |
| 505 | 8 | |a ""4.1 The COMBI Algorithm""""4.2 Usage of the â€Structure of Functionsâ€?""; ""4.3 Gradual Increase of Complexity""; ""4.4 Implementation""; ""4.5 Output Post-Processing""; ""4.6 Output Interpretation""; ""4.7 Predictive Model""; ""4.8 Summary""; ""References""; ""5. GMDH Harmonic Algorithm""; ""5.1 Introduction""; ""5.2 Polynomial Harmonic Approximation""; ""5.2.1 Polynomial, harmonic and hybrid terms""; ""5.2.2 Hybrid function approximation""; ""5.2.3 Need for hybrid modelling""; ""5.3 GMDH Harmonic""; ""5.3.1 Calculation of the non-multiple frequencies"" | |
| 505 | 8 | |a ""5.3.2 Isolation of significant harmonics""""5.3.3 Computing of the harmonics""; ""Appendix A. Derivation of the trigonometric equations""; ""A.1 System of equations for the weighting coefficients""; ""A.2 Algebraic equation for the frequencies""; ""A.3 The normal trigonometric equation""; ""References""; ""6. GMDH-Based Modified Polynomial Neural Network Algorithm""; ""6.1 Modified Polynomial Neural Network""; ""6.2 Description of the Program of MPNN Calculation""; ""6.2.1 The software framework (GMDH)""; ""6.2.2 Object-oriented architecture of the software framework"" | |
| 650 | 7 | |a SCIENCE / System Theory |2 bisacsh | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING / Operations Research |2 bisacsh | |
| 650 | 7 | |a C (Computer program language) |2 fast | |
| 650 | 7 | |a GMDH algorithms |2 fast | |
| 650 | 7 | |a Self-organizing systems / Data processing |2 fast | |
| 650 | 4 | |a C (Computer program language) | |
| 650 | 4 | |a GMDH algorithms | |
| 650 | 4 | |a Self-organizing systems / Data processing | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a GMDH algorithms |a Self-organizing systems |x Data processing |a C (Computer program language) | |
| 700 | 1 | |a Onwubolu, Godfrey C. |4 edt | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |a Onwubolu, Godfrey |t GMDH-Methodology and Implementation in C |
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| 999 | |a oai:aleph.bib-bvb.de:BVB01-029194761 | ||
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Datensatz im Suchindex
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| author2 | Onwubolu, Godfrey C. |
| author2_role | edt |
| author2_variant | g c o gc gco |
| author_facet | Onwubolu, Godfrey C. |
| building | Verbundindex |
| bvnumber | BV043783701 |
| collection | ZDB-4-EBA |
| contents | ""Contents""; ""Preface""; ""Organization of the Chapters""; ""Intended Audience""; ""Resources for Readers""; ""About the Editor""; ""List of Contributors""; ""1. Introduction""; ""1.1 Historical Background of GMDH""; ""1.2 Basic GMDH Algorithm""; ""1.2.1 External criteria""; ""1.3 GMDH-Type Neural Networks""; ""1.4 Classification of GMDH Algorithms""; ""1.4.1 Parametric GMDH algorithms""; ""1.4.1.1 Multilayer GMDH""; ""1.4.1.2 Combinatorial GMDH""; ""1.4.1.3 Objective system analysis""; ""1.4.2 Non-parametric GMDH algorithms""; ""1.4.2.1 Objective cluster analysis (OCA)"" ""1.4.2.2 Analogue complexing (AC)""""1.4.2.3 Pointing finger clusterization algorithm""; ""1.5 Rationale for GMDH in C Language""; ""1.6 Available Public Software""; ""1.7 Recent Developments""; ""1.8 Conclusions""; ""References""; ""2. GMDH Multilayered Iterative Algorithm (MIA)""; ""2.1 Multilayered Iterative Algorithm (MIA) Networks""; ""2.1.1 GMDH layers""; ""2.1.2 GMDH nodes""; ""2.1.3 GMDH connections""; ""2.1.4 GMDH network""; ""2.1.5 Regularized model selection""; ""2.1.6 GMDH algorithm""; ""2.2 Computer Code for GMDH-MIA""; ""2.2.1 Compute a tree of quadratic polynomials"" ""2.2.2 Evaluate the Ivakhnenko polynomial using the tree of polynomials generated""""2.2.3 Compute the coefficients in the Ivakhnenko polynomial using the same tree of polynomials generated""; ""2.2.4 Main program""; ""2.3 Examples""; ""2.3.1 Example 1""; ""2.3.2 Example 2""; ""2.4 Summary""; ""References""; ""3. GMDH Multilayered Algorithm Using Prior Information""; ""3.1 Introduction""; ""3.2 Criterion Correction Algorithm""; ""3.3 C++ Implementation""; ""3.3.1 Building sources""; ""3.4 Example""; ""3.5 Conclusion""; ""References""; ""4. Combinatorial (COMBI) Algorithm"" ""4.1 The COMBI Algorithm""""4.2 Usage of the â€Structure of Functionsâ€?""; ""4.3 Gradual Increase of Complexity""; ""4.4 Implementation""; ""4.5 Output Post-Processing""; ""4.6 Output Interpretation""; ""4.7 Predictive Model""; ""4.8 Summary""; ""References""; ""5. GMDH Harmonic Algorithm""; ""5.1 Introduction""; ""5.2 Polynomial Harmonic Approximation""; ""5.2.1 Polynomial, harmonic and hybrid terms""; ""5.2.2 Hybrid function approximation""; ""5.2.3 Need for hybrid modelling""; ""5.3 GMDH Harmonic""; ""5.3.1 Calculation of the non-multiple frequencies"" ""5.3.2 Isolation of significant harmonics""""5.3.3 Computing of the harmonics""; ""Appendix A. Derivation of the trigonometric equations""; ""A.1 System of equations for the weighting coefficients""; ""A.2 Algebraic equation for the frequencies""; ""A.3 The normal trigonometric equation""; ""References""; ""6. GMDH-Based Modified Polynomial Neural Network Algorithm""; ""6.1 Modified Polynomial Neural Network""; ""6.2 Description of the Program of MPNN Calculation""; ""6.2.1 The software framework (GMDH)""; ""6.2.2 Object-oriented architecture of the software framework"" |
| ctrlnum | (ZDB-4-EBA)ocn898125741 (OCoLC)898125741 (DE-599)BVBBV043783701 |
| dewey-full | 003.7 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 003 - Systems |
| dewey-raw | 003.7 |
| dewey-search | 003.7 |
| dewey-sort | 13.7 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Electronic eBook |
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| id | DE-604.BV043783701 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:35:00Z |
| institution | BVB |
| isbn | 9781848166110 1848166117 9781848166103 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029194761 |
| oclc_num | 898125741 |
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| owner_facet | DE-1046 DE-1047 |
| physical | 1 online resource illustrations |
| psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
| publishDate | 2015 |
| publishDateSearch | 2015 |
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| publisher | Imperial College Press |
| record_format | marc |
| spelling | GMDH-methodology and implementation in C editor, Godfrey Onwubolu Covent Garden, London Imperial College Press [2015] © 2015 1 online resource illustrations txt rdacontent c rdamedia cr rdacarrier Online resource; title from PDF title page (Ebsco, viewed Dec. 16, 2014) ""Contents""; ""Preface""; ""Organization of the Chapters""; ""Intended Audience""; ""Resources for Readers""; ""About the Editor""; ""List of Contributors""; ""1. Introduction""; ""1.1 Historical Background of GMDH""; ""1.2 Basic GMDH Algorithm""; ""1.2.1 External criteria""; ""1.3 GMDH-Type Neural Networks""; ""1.4 Classification of GMDH Algorithms""; ""1.4.1 Parametric GMDH algorithms""; ""1.4.1.1 Multilayer GMDH""; ""1.4.1.2 Combinatorial GMDH""; ""1.4.1.3 Objective system analysis""; ""1.4.2 Non-parametric GMDH algorithms""; ""1.4.2.1 Objective cluster analysis (OCA)"" ""1.4.2.2 Analogue complexing (AC)""""1.4.2.3 Pointing finger clusterization algorithm""; ""1.5 Rationale for GMDH in C Language""; ""1.6 Available Public Software""; ""1.7 Recent Developments""; ""1.8 Conclusions""; ""References""; ""2. GMDH Multilayered Iterative Algorithm (MIA)""; ""2.1 Multilayered Iterative Algorithm (MIA) Networks""; ""2.1.1 GMDH layers""; ""2.1.2 GMDH nodes""; ""2.1.3 GMDH connections""; ""2.1.4 GMDH network""; ""2.1.5 Regularized model selection""; ""2.1.6 GMDH algorithm""; ""2.2 Computer Code for GMDH-MIA""; ""2.2.1 Compute a tree of quadratic polynomials"" ""2.2.2 Evaluate the Ivakhnenko polynomial using the tree of polynomials generated""""2.2.3 Compute the coefficients in the Ivakhnenko polynomial using the same tree of polynomials generated""; ""2.2.4 Main program""; ""2.3 Examples""; ""2.3.1 Example 1""; ""2.3.2 Example 2""; ""2.4 Summary""; ""References""; ""3. GMDH Multilayered Algorithm Using Prior Information""; ""3.1 Introduction""; ""3.2 Criterion Correction Algorithm""; ""3.3 C++ Implementation""; ""3.3.1 Building sources""; ""3.4 Example""; ""3.5 Conclusion""; ""References""; ""4. Combinatorial (COMBI) Algorithm"" ""4.1 The COMBI Algorithm""""4.2 Usage of the â€Structure of Functionsâ€?""; ""4.3 Gradual Increase of Complexity""; ""4.4 Implementation""; ""4.5 Output Post-Processing""; ""4.6 Output Interpretation""; ""4.7 Predictive Model""; ""4.8 Summary""; ""References""; ""5. GMDH Harmonic Algorithm""; ""5.1 Introduction""; ""5.2 Polynomial Harmonic Approximation""; ""5.2.1 Polynomial, harmonic and hybrid terms""; ""5.2.2 Hybrid function approximation""; ""5.2.3 Need for hybrid modelling""; ""5.3 GMDH Harmonic""; ""5.3.1 Calculation of the non-multiple frequencies"" ""5.3.2 Isolation of significant harmonics""""5.3.3 Computing of the harmonics""; ""Appendix A. Derivation of the trigonometric equations""; ""A.1 System of equations for the weighting coefficients""; ""A.2 Algebraic equation for the frequencies""; ""A.3 The normal trigonometric equation""; ""References""; ""6. GMDH-Based Modified Polynomial Neural Network Algorithm""; ""6.1 Modified Polynomial Neural Network""; ""6.2 Description of the Program of MPNN Calculation""; ""6.2.1 The software framework (GMDH)""; ""6.2.2 Object-oriented architecture of the software framework"" SCIENCE / System Theory bisacsh TECHNOLOGY & ENGINEERING / Operations Research bisacsh C (Computer program language) fast GMDH algorithms fast Self-organizing systems / Data processing fast C (Computer program language) GMDH algorithms Self-organizing systems / Data processing Datenverarbeitung GMDH algorithms Self-organizing systems Data processing C (Computer program language) Onwubolu, Godfrey C. edt Erscheint auch als Druck-Ausgabe Onwubolu, Godfrey GMDH-Methodology and Implementation in C |
| spellingShingle | GMDH-methodology and implementation in C ""Contents""; ""Preface""; ""Organization of the Chapters""; ""Intended Audience""; ""Resources for Readers""; ""About the Editor""; ""List of Contributors""; ""1. Introduction""; ""1.1 Historical Background of GMDH""; ""1.2 Basic GMDH Algorithm""; ""1.2.1 External criteria""; ""1.3 GMDH-Type Neural Networks""; ""1.4 Classification of GMDH Algorithms""; ""1.4.1 Parametric GMDH algorithms""; ""1.4.1.1 Multilayer GMDH""; ""1.4.1.2 Combinatorial GMDH""; ""1.4.1.3 Objective system analysis""; ""1.4.2 Non-parametric GMDH algorithms""; ""1.4.2.1 Objective cluster analysis (OCA)"" ""1.4.2.2 Analogue complexing (AC)""""1.4.2.3 Pointing finger clusterization algorithm""; ""1.5 Rationale for GMDH in C Language""; ""1.6 Available Public Software""; ""1.7 Recent Developments""; ""1.8 Conclusions""; ""References""; ""2. GMDH Multilayered Iterative Algorithm (MIA)""; ""2.1 Multilayered Iterative Algorithm (MIA) Networks""; ""2.1.1 GMDH layers""; ""2.1.2 GMDH nodes""; ""2.1.3 GMDH connections""; ""2.1.4 GMDH network""; ""2.1.5 Regularized model selection""; ""2.1.6 GMDH algorithm""; ""2.2 Computer Code for GMDH-MIA""; ""2.2.1 Compute a tree of quadratic polynomials"" ""2.2.2 Evaluate the Ivakhnenko polynomial using the tree of polynomials generated""""2.2.3 Compute the coefficients in the Ivakhnenko polynomial using the same tree of polynomials generated""; ""2.2.4 Main program""; ""2.3 Examples""; ""2.3.1 Example 1""; ""2.3.2 Example 2""; ""2.4 Summary""; ""References""; ""3. GMDH Multilayered Algorithm Using Prior Information""; ""3.1 Introduction""; ""3.2 Criterion Correction Algorithm""; ""3.3 C++ Implementation""; ""3.3.1 Building sources""; ""3.4 Example""; ""3.5 Conclusion""; ""References""; ""4. Combinatorial (COMBI) Algorithm"" ""4.1 The COMBI Algorithm""""4.2 Usage of the â€Structure of Functionsâ€?""; ""4.3 Gradual Increase of Complexity""; ""4.4 Implementation""; ""4.5 Output Post-Processing""; ""4.6 Output Interpretation""; ""4.7 Predictive Model""; ""4.8 Summary""; ""References""; ""5. GMDH Harmonic Algorithm""; ""5.1 Introduction""; ""5.2 Polynomial Harmonic Approximation""; ""5.2.1 Polynomial, harmonic and hybrid terms""; ""5.2.2 Hybrid function approximation""; ""5.2.3 Need for hybrid modelling""; ""5.3 GMDH Harmonic""; ""5.3.1 Calculation of the non-multiple frequencies"" ""5.3.2 Isolation of significant harmonics""""5.3.3 Computing of the harmonics""; ""Appendix A. Derivation of the trigonometric equations""; ""A.1 System of equations for the weighting coefficients""; ""A.2 Algebraic equation for the frequencies""; ""A.3 The normal trigonometric equation""; ""References""; ""6. GMDH-Based Modified Polynomial Neural Network Algorithm""; ""6.1 Modified Polynomial Neural Network""; ""6.2 Description of the Program of MPNN Calculation""; ""6.2.1 The software framework (GMDH)""; ""6.2.2 Object-oriented architecture of the software framework"" SCIENCE / System Theory bisacsh TECHNOLOGY & ENGINEERING / Operations Research bisacsh C (Computer program language) fast GMDH algorithms fast Self-organizing systems / Data processing fast C (Computer program language) GMDH algorithms Self-organizing systems / Data processing Datenverarbeitung GMDH algorithms Self-organizing systems Data processing C (Computer program language) |
| title | GMDH-methodology and implementation in C |
| title_auth | GMDH-methodology and implementation in C |
| title_exact_search | GMDH-methodology and implementation in C |
| title_full | GMDH-methodology and implementation in C editor, Godfrey Onwubolu |
| title_fullStr | GMDH-methodology and implementation in C editor, Godfrey Onwubolu |
| title_full_unstemmed | GMDH-methodology and implementation in C editor, Godfrey Onwubolu |
| title_short | GMDH-methodology and implementation in C |
| title_sort | gmdh methodology and implementation in c |
| topic | SCIENCE / System Theory bisacsh TECHNOLOGY & ENGINEERING / Operations Research bisacsh C (Computer program language) fast GMDH algorithms fast Self-organizing systems / Data processing fast C (Computer program language) GMDH algorithms Self-organizing systems / Data processing Datenverarbeitung GMDH algorithms Self-organizing systems Data processing C (Computer program language) |
| topic_facet | SCIENCE / System Theory TECHNOLOGY & ENGINEERING / Operations Research C (Computer program language) GMDH algorithms Self-organizing systems / Data processing Datenverarbeitung GMDH algorithms Self-organizing systems Data processing C (Computer program language) |
| work_keys_str_mv | AT onwubolugodfreyc gmdhmethodologyandimplementationinc |