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Network-based distributed planning using coevolutionary algorithms [[electronic resource] /] / Raj Subbu, Arthur C Sanderson
| Network-based distributed planning using coevolutionary algorithms [[electronic resource] /] / Raj Subbu, Arthur C Sanderson |
| Autore | Subbu Raj |
| Pubbl/distr/stampa | River Edge, NJ, : World Scientific, 2004 |
| Descrizione fisica | 1 online resource (193 p.) |
| Disciplina |
004
005.2/76 005.276 |
| Altri autori (Persone) | SandersonA. C (Arthur C.) |
| Collana | Series in intelligent control and intelligent automation |
| Soggetto topico |
Electronic data processing - Distributed processing
Algorithms Intelligent agents (Computer software) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-281-93474-7
9786611934743 981-279-485-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents ; Foreword ; Preface ; 1. Introduction ; 1.1 Motivation ; 1.2 Approach ; 1.3 Principal Contributions ; 1.4 Book Outline ; 2. Background and Related Work ; 2.1 Collaborative Manufacturing ; 2.1.1 Concurrent Engineering ; 2.1.2 Agile Manufacturing
2.2 Combinatorial Optimization 2.2.1 Deterministic Algorithms ; 2.2.2 Stochastic Algorithms ; 2.3 Evolutionary Algorithms ; 2.3.1 Principal Techniques ; 2.3.2 Theory and Applications ; 2.3.3 Techniques for Constrained Optimization ; 2.3.4 Multi-Node Algorithms 2.3.5 Techniques for Dynamic Environments 2.4 Agents ; 2.5 Distributed Problem Solving ; 3. Problem Formulation and Analysis ; 3.1 Introduction ; 3.2 General Problem Formulation ; 3.2.1 Constraints ; 3.2.2 Objectives ; 3.2.3 Optimization Problem ; 3.2.4 Complexity Analysis 3.3 Printed Circuit Assembly Problem 3.3.1 Complexity Analysis ; 3.4 Algorithm Applicability Analysis ; 3.4.1 Rationale ; 3.4.2 Problem Structure ; 3.4.3 Evaluation of Alternative Algorithms ; 3.4.4 Discussion ; 4. Theory and Analysis of Evolutionary Optimization ; 4.1 Introduction 4.2 Theoretical Foundation 4.2.1 Notation ; 4.2.2 General Algorithm ; 4.2.3 Basic Results ; 4.3 Convergence Analysis ; 4.3.1 Convergence for a Unimodal Objective ; 4.3.2 Convergence for a Bimodal Objective ; 5. Theory and Analysis of Distributed Coevolutionary Optimization 5.1 Introduction |
| Record Nr. | UNINA-9910454287503321 |
Subbu Raj
|
||
| River Edge, NJ, : World Scientific, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Network-based distributed planning using coevolutionary algorithms [[electronic resource] /] / Raj Subbu, Arthur C Sanderson
| Network-based distributed planning using coevolutionary algorithms [[electronic resource] /] / Raj Subbu, Arthur C Sanderson |
| Autore | Subbu Raj |
| Pubbl/distr/stampa | River Edge, NJ, : World Scientific, 2004 |
| Descrizione fisica | 1 online resource (193 p.) |
| Disciplina |
004
005.2/76 005.276 |
| Altri autori (Persone) | SandersonA. C (Arthur C.) |
| Collana | Series in intelligent control and intelligent automation |
| Soggetto topico |
Electronic data processing - Distributed processing
Algorithms Intelligent agents (Computer software) |
| ISBN |
1-281-93474-7
9786611934743 981-279-485-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents ; Foreword ; Preface ; 1. Introduction ; 1.1 Motivation ; 1.2 Approach ; 1.3 Principal Contributions ; 1.4 Book Outline ; 2. Background and Related Work ; 2.1 Collaborative Manufacturing ; 2.1.1 Concurrent Engineering ; 2.1.2 Agile Manufacturing
2.2 Combinatorial Optimization 2.2.1 Deterministic Algorithms ; 2.2.2 Stochastic Algorithms ; 2.3 Evolutionary Algorithms ; 2.3.1 Principal Techniques ; 2.3.2 Theory and Applications ; 2.3.3 Techniques for Constrained Optimization ; 2.3.4 Multi-Node Algorithms 2.3.5 Techniques for Dynamic Environments 2.4 Agents ; 2.5 Distributed Problem Solving ; 3. Problem Formulation and Analysis ; 3.1 Introduction ; 3.2 General Problem Formulation ; 3.2.1 Constraints ; 3.2.2 Objectives ; 3.2.3 Optimization Problem ; 3.2.4 Complexity Analysis 3.3 Printed Circuit Assembly Problem 3.3.1 Complexity Analysis ; 3.4 Algorithm Applicability Analysis ; 3.4.1 Rationale ; 3.4.2 Problem Structure ; 3.4.3 Evaluation of Alternative Algorithms ; 3.4.4 Discussion ; 4. Theory and Analysis of Evolutionary Optimization ; 4.1 Introduction 4.2 Theoretical Foundation 4.2.1 Notation ; 4.2.2 General Algorithm ; 4.2.3 Basic Results ; 4.3 Convergence Analysis ; 4.3.1 Convergence for a Unimodal Objective ; 4.3.2 Convergence for a Bimodal Objective ; 5. Theory and Analysis of Distributed Coevolutionary Optimization 5.1 Introduction |
| Record Nr. | UNINA-9910782119103321 |
|
Subbu Raj
|
||
| River Edge, NJ, : World Scientific, 2004 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||