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Titlebook: Combinations of Intelligent Methods and Applications; Proceedings of the 4 Ioannis Hatzilygeroudis,Vasile Palade,Jim Prentzas Conference pr

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书目名称Combinations of Intelligent Methods and Applications
副标题Proceedings of the 4
编辑Ioannis Hatzilygeroudis,Vasile Palade,Jim Prentzas
视频video
概述Presents combinations of intelligent methods and applications.Details approaches covering different intelligent methods and technologies, such as argumentation methods, linear optimization methods, ag
丛书名称Smart Innovation, Systems and Technologies
图书封面Titlebook: Combinations of Intelligent Methods and Applications; Proceedings of the 4 Ioannis Hatzilygeroudis,Vasile Palade,Jim Prentzas Conference pr
描述.This volumeincludes extended and revised versions of the papers presented at the 4.th.Workshop on “Combinations of Intelligent Methods and Applications” (CIMA 2014) whichwas intended to become a forum for exchanging experience and ideas amongresearchers and practitioners dealing with combinations of differentintelligent methods in Artificial Intelligence. The aim is to create integratedor hybrid methods that benefit from each of their components. Some of theexisting presented efforts combine soft computing methods (fuzzy logic, neuralnetworks and genetic algorithms). Another stream of efforts integrates case-basedreasoning or machine learning with soft-computing methods. Some of thecombinations have been more widely explored, like neuro-symbolic methods,neuro-fuzzy methods and methods combining rule-based and case-based reasoning.CIMA 2014 was held in conjunction with the 26.th. IEEE InternationalConference on Tools with Artificial Intelligence (ICTAI2014). .
出版日期Conference proceedings 2016
关键词CIMA 2014; CIMA 2014 Limassol; Combinations of Intelligent Methods; Hybrid Intelligent Methods; Hybrid I
版次1
doihttps://doi.org/10.1007/978-3-319-26860-6
isbn_softcover978-3-319-80027-1
isbn_ebook978-3-319-26860-6Series ISSN 2190-3018 Series E-ISSN 2190-3026
issn_series 2190-3018
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Sister Plume‘s Notes on Nursingthe agent’s knowledge of the environment, and its associated probability distribution (or belief state). In addition, the POMDP is used to select the optimal actions for achieving a given goal, even when faced with uncertainty.
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Evolutionary Landscape and Management of Population Diversity,s informed genetic operations to reach promising, but unexplored or under-explored areas of the search space, while discouraging premature local convergence. Simulation runs on a suite of standard benchmark test functions with Genetic Algorithm (GA) implementation shows promising results.
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Probabilistic Planning in AgentSpeak Using the POMDP Framework,the agent’s knowledge of the environment, and its associated probability distribution (or belief state). In addition, the POMDP is used to select the optimal actions for achieving a given goal, even when faced with uncertainty.
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Conference proceedings 2016mbolic methods,neuro-fuzzy methods and methods combining rule-based and case-based reasoning.CIMA 2014 was held in conjunction with the 26.th. IEEE InternationalConference on Tools with Artificial Intelligence (ICTAI2014). .
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2190-3018 ch as argumentation methods, linear optimization methods, ag.This volumeincludes extended and revised versions of the papers presented at the 4.th.Workshop on “Combinations of Intelligent Methods and Applications” (CIMA 2014) whichwas intended to become a forum for exchanging experience and ideas am
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https://doi.org/10.1057/9780230598805essing are also described. It is also introduced a new theoretical hybrid Ant Colony Optimization model in order to enhance medical image processing. The newly introduced model uses artificial ants with different levels of “sensitivity” and also a model of “direct” communication as in Multi-Agent Systems.
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