| Description |
1 online resource |
| Series |
Studies in computational intelligence, 1860-949X ; 422 |
|
Studies in computational intelligence ; 422.
|
| Contents |
Towards Designing Human Centric Systems: A New View at Fuzzy Modeling with Granular Membership Functions / Witold Pedrycz -- Step Fuzzy Numbers and Neural Networks in Defuzzification Functional Approximation / Witold Kosiński and Katarzyna Węgrzyn-Wolska -- Parallel Approaches in MOACOs for Solving the Bi-criteria TSP: A Preliminary Study / A.M. Mora, P.A. Castillo, M.G. Arenas, P. García-Sánchez and J.L.J. Laredo, et al. -- Island Injection Genetic Algorithm with Relaxed Coordination for the Multiple Sequence Alignment Problem / Lidia Araujo Miranda, Marcos Fagundes Caetano, Luiza Jaques, Jan Mendonca Correa and Alba Cristina Magalhaes Alves de Melo, et al. -- Distributed Evolutionary Computation Using SOAP and REST Web Services / P.A. Castillo, P. García-Sánchez, M.G. Arenas, J.L. Bernier and J.J. Merelo -- GPU Parallel Computation in Bioinspired Algorithms: A Review / M.G. Arenas, G. Romero, A.M. Mora, P.A. Castillo and J.J. Merelo -- Scalability Analysis: Reconfiguration of Overlay Networks Using Nature-Inspired Algorithms / Simone A. Ludwig -- Analysis of Emergent Behavior for GA-based Topology Control Mechanism for Self-Spreading Nodes in MANETs / Stephen Gundry, Jianmin Zou, Elkin Urrea, Cem Safak Sahin and Janusz Kusyk, et al. -- Evolutionary P2P Networking for Realizing Adaptive Networks / Kei Ohnishi, Mario Köppen, Kaori Yoshida and Yuji Oie -- A Taxonomy of Evolutionary Inspired Solutions for Energy Management in Green Computing: Problems and Resolution Methods / Joanna Kołodziej, Samee U. Khan and Albert Y. Zomaya -- A Simulation Model for Mechanisms, Heuristics and Rules for P2P Systems / Ciprian Dobre, Florin Pop and Valentin Cristea -- An Economics-Inspired Noise Model in Spatial Games with Reputation / Dhruv Gairola and Siang Yew Chong -- Intelligent Modeling and Control for Autonomous Logistics / Tobias Warden, Janusz Wojtusiak and Otthein Herzog -- LINDSAY Virtual Human: Multi-scale, Agent-based, and Interactive / C. Jacob, S. von Mammen, T. Davison, A. Sarraf-Shirazi and V. Sarpe, et al. -- Comparison of Enterprise Integration Modelling Concepts Based on Intelligent Multi-Agent System / Paul Eric Dossou, Paweł Pawlewski and Philip Mitchell |
| Summary |
One of the most challenging issues in today's large-scale computational modeling and design is to effectively manage the complex distributed environments, such as computational clouds, grids, ad hoc, and P2P networks operating under various types of users with evolving relationships fraught with uncertainties. In this context, the IT resources and services usually belong to different owners (institutions, enterprises, or individuals) and are managed by different administrators. Moreover, uncertainties are presented to the system at hand in various forms of information that are incomplete, imprecise, fragmentary, or overloading, which hinders in the full and precise resolve of the evaluation criteria, subsequencing and selection, and the assignment scores. Intelligent scalable systems enable the flexible routing and charging, advanced user interactions and the aggregation and sharing of geographically-distributed resources in modern large-scale systems. This book presents new ideas, theories, models, technologies, system architectures and implementation of applications in intelligent scalable computing systems. In 15 chapters, several important Artificial Intelligence-based techniques, such as fuzzy logic, neural networks, evolutionary, and memetic algorithms are studied and implemented. All of those technologies have formed the foundation for the intelligent scalable computing that we know of today. We believe that this book will serve as a reference for students, researchers, and industry practitioners working or interested in joining interdisciplinary research in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers (students and researchers alike) to grasp key issues and potential solutions on the selected topics |
| Analysis |
Engineering |
|
Artificial intelligence |
|
Computational Intelligence |
|
computational science |
|
kunstmatige intelligentie |
|
Engineering (General) |
|
Techniek (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Electronic data processing -- Distributed processing -- Computer simulation
|
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Electronic data processing -- Distributed processing -- Mathematical models
|
|
Artificial intelligence -- Data processing.
|
|
Ingénierie.
|
|
Artificial intelligence -- Data processing
|
|
Electronic data processing -- Distributed processing -- Mathematical models
|
| Form |
Electronic book
|
| Author |
Kołodziej, Joanna.
|
|
Khan, Samee Ullah
|
|
Burczyński, Tadeusz.
|
| LC no. |
2012938745 |
| ISBN |
9783642301544 (electronic bk.) |
|
3642301541 (electronic bk.) |
|
3642301533 |
|
9783642301537 |
|
