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Computational Intelligence for Engineering Systems

Part of the Intelligent Systems, Control and Automation: Science and Engineering Book Series (volume 46)

Editors: Madureira, Ana; Ferreira, Judite; Vale, Zita

DOI: 10.1007/978-94-007-0093-2

ISBN: 978-94-007-0092-5

Publisher: Springer Netherlands - Springer Journals

Oct 20, 2010

1 - 10 of 12 Chapters

Available

Intention Recognition with Evolution Prospection and Causal Bayes Networks

Pereira, Luís Moniz; Anh, Han The

Pages: 1 –33

[We describe a novel approach to tackle intention recognition, by combining dynamically configurable and situation-sensitive Causal Bayes Networks plus plan generation techniques. Given some situation, such networks enable the recognizing agent to come up with the most likely intentions of the...
Available

Scheduling a Cutting and Treatment Stainless Steel Sheet Line with Self-Management Capabilities

Madureira, Ana; Pereira, Ivo; Sousa, Nelson; Ávila, Paulo; Bastos, João

Pages: 34 –47

[With advancement in computer science and information technology, computing systems are becoming increasingly more complex with an increasing number of heterogeneous components. They are thus becoming more difficult to monitor, manage, and maintain. This process has been well known as labor...
Available

A sensor classification strategy for robotic manipulators using multidimensional scaling technique

Lima, Miguel F. M.; Machado, J. A. Tenreiro

Pages: 48 –60

[This paper analyzes the signals captured during impacts and vibrations of a mechanical manipulator. To test the impacts, a flexible beam is clamped to the end-effector of a manipulator that is programmed in a way such that the rod moves against a rigid surface. Eighteen signals are captured and...
Available

Collective-Intelligence and Decision-Making

Trigo, Paulo; Coelho, Helder

Pages: 61 –76

[Decision-making, while performed by humans, is also expected to be found in most (artificial) intelligent systems. Usually, the cognitive research assumption is that the individual is the correct unit for the analysis of (human) intelligence. Yet, the multi-agent assumption is that of a society...
Available

Analysis of Crossover Operators for Cluster Geometry Optimization

Pereira, Francisco B.; Marques, Jorge M. C.

Pages: 77 –89

[We study the effectiveness of different crossover operators in the global optimization of atomic clusters. Hybrid approaches combining a steady-state evolutionary algorithm and a local search procedure are state-of-the-art methods for this problem. In this paper we describe several crossover...
Available

A Support Vector Machine based Framework for Protein Membership Prediction

Morgado, Lionel; Pereira, Carlos; Veríssimo, Paula; Dourado, António

Pages: 90 –103

[The support vector machine (SVM) is a key algorithm for learning from biological data and in tasks such as protein membership prediction. Predicting structural information for a protein from its sequence alone is possible, but the extreme data complexity demands kernels with a dedicated design...
Available

Modeling and Control of a Dragonfly-Like Robot

Couceiro, Micael S.; Ferreira, N. M. Fonseca; Machado, J. A. Tenreiro

Pages: 104 –118

[Dragonflies demonstrate unique and superior flight performances than most of the other insect species and birds. They are equipped with two pairs of independently controlled wings granting an unmatchable flying performance and robustness. In this paper it is studied the dynamics of a...
Available

Emotion Based Control of Reasoning and Decision Making

Morgado, Luis; Gaspar, Graça

Pages: 119 –133

[In real-world domains, where uncertainty and dynamism are pervasive and time and resources are limited, reasoning and decision-making processes raise important problems related both to adaptive ability and to the computational complexity of the underlying cognitive mechanisms. In this context...
Available

A Generic Recommendation System based on Inference and Combination of OWL-DL Ontologies

Martins, Hélio; Silva, Nuno

Pages: 134 –146

[This paper proposes a generic information recommender system based on (i) OWL DL ontologies, (ii) the inference capabilities of generic classifiers and (iii) information provided from multiple sources. The system dynamically and automatically recommends facts from the user’s repository according...
Available

GIGADESSEA – Group Idea Generation, Argumentation, and Decision Support considering Social and Emotional Aspects

Marreiros, Goreti; Santos, Ricardo; Ramos, Carlos

Pages: 147 –155

[Today we are faced with a Global Economy that creates many difficulties for joining groups at the same space. New trends appeared, like Distributed and Ubiquitous meetings. In this paper we present a model to an Emotional-aware Group Support System covering Idea Generation, Argumentation, and...

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