Intelligent decision systems in large-scale distributed environments / Pascal Bouvry, Horacio González-Vélez and Joanna Kolodziej (Eds.).
"One of the most challenging issues for the intelligent decision systems is to effectively manage the large-scale complex distributed environments such as computational clouds, grids, ad hoc and P2P networks, under the different types of users, their relations, and real-world uncertainties. In...
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| Other Authors: | , , |
|---|---|
| Format: | Ebook |
| Language: | English |
| Published: |
New York :
Springer,
2011.
|
| Series: | Studies in computational intelligence ;
v. 362. |
| Subjects: | |
| Online Access: | Springer eBooks |
MARC
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| 245 | 0 | 0 | |a Intelligent decision systems in large-scale distributed environments / |c Pascal Bouvry, Horacio González-Vélez and Joanna Kolodziej (Eds.). |
| 264 | 1 | |a New York : |b Springer, |c 2011. | |
| 300 | |a 1 electronic document (xxvi, 345 p.: |b ill. (some col.)). | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Studies in computational intelligence, |x 1860-949X ; |v v. 362 | |
| 500 | |a Description based on print version record. | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | 0 | |t Task Allocation Oriented Users Decisions in Computational Grid / |r Joanna Kołodziej, Fatos Xhafa -- |t Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications / |r Johnatan E. Pecero, Frederic Pinel, Bernabé Dorronsoro, Grégoire Danoy, Pascal Bouvry, Albert Y. Zomaya -- |t Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization / |r Bernabé Dorronsoro, Grégoire Danoy, Pascal Bouvry, Antonio J. Nebro -- |t Parallel Evolutionary Algorithms for Energy Aware Scheduling / |r Yacine Kessaci, Mohand Mezmaz, Nouredine Melab, El-Ghazali Talbi, Daniel Tuyttens -- |t Biologically-inspired Methods and Game Theory in Multi-criterion Decision Processes / |r Paweł Jarosz, Tadeusz Burczyński -- |t Advanced Planning in Vertically Integrated Supply Chains / |r Maksud Ibrahimov, Arvind Mohais, Sven Schellenberg, Zbigniew Michalewicz -- |t Efficient Data Sharing over Large-Scale Distributed Communities / |r Juan Li, Samee Ullah Khan, Qingrui Li, Nasir Ghani, Nasro Min-Allah, Pascal Bouvry et al. -- |t Hierarchical Multi-Agent System for Heterogeneous Data Integration / |r Aleksander Byrski, Marek Kisiel-Dorohinicki, Jacek Dajda, Grzegorz Dobrowolski, Edward Nawarecki -- |t Emerging Cooperation in the Spatial IPD with Reinforcement Learning and Coalitions / |r Ana Peleteiro, Juan C. Burguillo, Ana L. Bazzan -- |t Evolutionary and Economic Agents in Complex Decision Systems / |r Stephan Otto, Christoph Niemann -- |t On Reconfiguring Embedded Application Placement on Smart Sensing and Actuating Environments / |r Nikos Tziritas, Samee Ullah Khan, Thanasis Loukopoulos -- |t A Game Theoretic Approach to Dynamic Network Formation in Market-Oriented Resource Providing Networks / |r Yutaka Okaie, Tadashi Nakano -- |t Distributed Evolutionary Algorithm Using the MapReduce Paradigm – A Case Study for Data Compaction Problem / |r Doina Logofătu, Manfred Gruber, Dumitru Dan Dumitrescu -- |t Virtual Accelerated Life Testing of Complex Systems / |r Michael T. Todinov -- |t Alvis – Modelling Language for Concurrent Systems / |r Marcin Szpyrka, Piotr Matyasik, Rafał Mrówka. |
| 520 | |a "One of the most challenging issues for the intelligent decision systems is to effectively manage the large-scale complex distributed environments such as computational clouds, grids, ad hoc and P2P networks, under the different types of users, their relations, and real-world uncertainties. In this context the IT resources and services usually belong to different owners (institutions, enterprises, or individuals) and are managed by different administrators. These administrators conform to different sets of rules and configuration directives, and can impose different usage policies on the system users. Additionally, uncertainties are presented in various types of information that are incomplete, imprecise, fragmentary or overloading, which hinders the full and precise determination of the evaluation criteria, their subsequent and selection, the assignment scores, and eventually the final integrated decision result.This book presents new ideas, analysis, implementations and evaluation of the next generation intelligent techniques for solving complex decision problems in large-scale distributed systems. In 15 chapters several important formulations of the decision problems in heterogeneous environments are identified and a review of the recent approaches, from game theoretical models and computational intelligent techniques, such as genetic, memetic and evolutionary algorithms, to intelligent multi-agent systems and networking are presented. We believe that this volume will serve as a reference for the students, researchers and industry practitioners working in or are interested in joining interdisciplinary works in the areas of intelligent decision systems using emergent distributed computing paradigms. It will also allow newcomers to grasp key concerns and potential solutions on the selected topics."--Publisher's website. | ||
| 538 | |a Mode of access: World Wide Web. | ||
| 588 | |a Automated GMD conversion. | ||
| 588 | |a Description based on print version record. | ||
| 650 | 0 | |a Decision support systems. |9 326393 | |
| 700 | 1 | |a Bouvry, Pascal. |9 823547 | |
| 700 | 1 | |a González-Vélez, Horacio. |9 1166400 | |
| 700 | 1 | |a Kolodziej, Joanna. | |
| 776 | 0 | 8 | |i Print version: |t Intelligent decision systems in large-scale distributed environments. |d New York : Springer, 2011 |w (DLC) 2011928070 |
| 830 | 0 | |a Studies in computational intelligence ; |v v. 362. |x 1860-949X. |9 292380 | |
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