Towards hybrid and adaptive computing : a perspective
Soft Computing today is a very vast field whose extent is beyond measure. The boundaries of this magnificent field are spreading at an enormous rate making it possible to build computationally intelligent systems that can do virtually anything, even after considering the hostile practical limitation...
Gorde:
| Egile Nagusiak: | , , |
|---|---|
| Formatua: | Livre numérique |
| Hizkuntza: | Anglais |
| Argitaratua: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Edizioa: | 1st ed. 2010. |
| Saila: | Studies in Computational Intelligence
307 |
| Sarrera elektronikoa: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Oharra: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Towards Hybrid and Adaptive Computing, Texte imprimé, 9783642264429 • Towards Hybrid and Adaptive Computing, Texte imprimé, 9783642143434 • Towards Hybrid and Adaptive Computing, Texte imprimé, 9783642143458 • Towards Hybrid and Adaptive Computing, Texte imprimé, 9783642264429 • Towards Hybrid and Adaptive Computing, Texte imprimé, 9783642143434 • Towards Hybrid and Adaptive Computing, Texte imprimé, 9783642143458 |
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|---|---|---|---|
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| 008 | 110106q2000 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN149026242 | ||
| 020 | |a 9783642143441 | ||
| 041 | 0 | |a eng | |
| 082 | |a 006.3 | ||
| 100 | 1 | |a Shukla, Anupam. | |
| 245 | 1 | 0 | |a Towards hybrid and adaptive computing : |b a perspective |c by Anupam Shukla, Ritu Tiwari, Rahul Kala. |
| 250 | |a 1st ed. 2010. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 307 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Simple Computing Techniques Artificial Neural Networks Genetic Algorithm Fuzzy Logic Simple Intelliegent Systems Speech Signal Analysis Intelligent System Design in Speech Intelligent Systems Design in Music Intelligent System Design in Face Evolutionary Computing Swarm Intelligence Genetic Programming Evolutionary Strategies Other Evolutionary Concepts Hybrid Computing Evolutionary Neural and Fuzzy Systems Modular Neural Networks 15 Hybridizing Neural and Fuzzy Systems Parallel and Hierarchical Evolutionary Algorithms Hybrid Intelligent Systems Fusion Methods in Biometrics Multimodal Biometric Systems Other Supplementary Topics Adaptive Systems A Taxonomy of Models A Programmer s Approach. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Soft Computing today is a very vast field whose extent is beyond measure. The boundaries of this magnificent field are spreading at an enormous rate making it possible to build computationally intelligent systems that can do virtually anything, even after considering the hostile practical limitations. Soft Computing, mainly comprising of Artificial Neural Networks, Evolutionary Computation, and Fuzzy Logic may itself be insufficient to cater to the needs of various kinds of complex problems. In such a scenario, we need to carry out amalgamation of same or different computing approaches, along with heuristics, to make fabulous systems for problem solving. There is further an attempt to make these computing systems as adaptable as possible, where the value of any parameter is set and continuously modified by the system itself. This book first presents the basic computing techniques, draws special attention towards their advantages and disadvantages, and then motivates their fusion, in a manner to maximize the advantages and minimize the disadvantages. Conceptualization is a key element of the book, where emphasis is on visualizing the dynamics going inside the technique of use, and hence noting the shortcomings. A detailed description of different varieties of hybrid and adaptive computing systems is given, paying special attention towards conceptualization and motivation. Different evolutionary techniques are discussed that hold potential for generation of fairly complex systems. The complete book is supported by the application of these techniques to biometrics. This not only enables better understanding of the techniques with the added application base, it also opens new dimensions of possibilities how multiple biometric modalities can be fused together to make effective and scalable systems. | ||
| 700 | 1 | |a Tiwari, Ritu. |4 aut | |
| 700 | 1 | |a Kala, Rahul. |4 aut | |
| 776 | 0 | |t Towards Hybrid and Adaptive Computing |b Texte imprimé |z 9783642264429 | |
| 776 | 0 | |t Towards Hybrid and Adaptive Computing |b Texte imprimé |z 9783642143434 | |
| 776 | 0 | |t Towards Hybrid and Adaptive Computing |b Texte imprimé |z 9783642143458 | |
| 776 | 0 | |t Towards Hybrid and Adaptive Computing |b Texte imprimé |z 9783642264429 | |
| 776 | 0 | |t Towards Hybrid and Adaptive Computing |b Texte imprimé |z 9783642143434 | |
| 776 | 0 | |t Towards Hybrid and Adaptive Computing |b Texte imprimé |z 9783642143458 | |
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| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-CWQJ3TQB-S |z Accès sur la plateforme Istex | |
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| 997 | |0 942262 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||