IJARAI Vol. 1 Issue 9 (2012)

Open Access | | 8 papers

Copyright Statement: This is an open access publication licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

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An Optimization of Granular Networks Based on PSO and Two-Sided Gaussian Contexts

Author 1: Keun Chang Kwak

This paper is concerned with an optimization of GN (Granular Networks) based on PSO (Particle Swarm Optimization) and Information granulation). The GN is designed by the linguistic model using context-based fuzzy c-means clustering algorithm performing relationship between fuzzy sets defined in the input and output space. The contexts used in… Read full abstract & cite →

granular networks particle swarm optimization linguistic model two-sided Gaussian contexts

Abstract doi.org/10.14569/IJARAI.2012.010901 PDF

A Cumulative Multi-Niching Genetic Algorithm for Multimodal Function Optimization

Author 1: Matthew Hall

This paper presents a cumulative multi-niching genetic algorithm (CMN GA), designed to expedite optimization problems that have computationally-expensive multimodal objective functions. By never discarding individuals from the population, the CMN GA makes use of the information from every objective function evaluation as it explores the design space. A fitness-related population… Read full abstract & cite →

genetic algorithm cumulative memory multi-niching multi-modal optimization metaheuristic.

Abstract doi.org/10.14569/IJARAI.2012.010902 PDF

Method for 3D Object Reconstruction Using Several Portion of 2D Images from the Different Aspects Acquired with Image Scopes Included in the Fiber Retractor

Author 1: Kohei Arai

Method for 3D object reconstruction using several portions of 2D images from the different aspects which are acquired with image scopes included in the fiber retractor is proposed. Experimental results show a great possibilityfor reconstruction of acceptable quality of 3D object on the computer with several imageswhich are viewed from… Read full abstract & cite →

3D image reconstruction fiber retractor image scope

Abstract doi.org/10.14569/IJARAI.2012.010903 PDF

LSVF: a New Search Heuristic to Reduce the Backtracking Calls for Solving Constraint Satisfaction Problem

Author 1: Cleyton Rodrigues Author 2: Ryan Ribeiro de Azevedo Author 3: Fred Freitas Author 4: Eric Dantas

Many researchers in Artificial Intelligence seek for new algorithms to reduce the amount of memory/ time consumed for general searches in Constraint Satisfaction Problems. These improvements are accomplished by the use of heuristics which either prune useless tree search branches or even indicate the path to reach the (optimal) solution… Read full abstract & cite →

Backtracking Call Constraint Satisfaction Problems Heuristic Search.

Abstract doi.org/10.14569/IJARAI.2012.010904 PDF

Measures for Testing the Reactivity Property of a Software Agent

Author 1: N. Sivakumar Author 2: K.Vivekanandan

Agent technology is meant for developing complex distributed applications. Software agents are the key building blocks of a Multi-Agent System (MAS). Software agents are unique in its nature as it possesses certain distinctive properties such as Pro-activity, Reactivity, Social-ability, Mobility etc., Agent’s behavior might differ for same input at different… Read full abstract & cite →

Software Agent Multi-agent system Software Testing

Abstract doi.org/10.14569/IJARAI.2012.010905 PDF

Method for Face Identification with Facial Action Coding System: FACS Based on Eigen Value Decomposion

Author 1: Kohei Arai

Method for face identification based on eigen value decomposition together with tracing trajectories in the eigen space after the eigen value decomposition is proposed. The proposed method allows person to person differences due to faces in the different emotions. By using the well known action unit approach, the proposed method… Read full abstract & cite →

face recognitio action unit face identification

Abstract doi.org/10.14569/IJARAI.2012.010906 PDF

Analysis of Gumbel Model for Software Reliability Using Bayesian Paradigm

Author 1: Raj Kumar Author 2: Ashwini Kumar Srivastava Author 3: Vijay Kumar

In this paper, we have illustrated the suitability of Gumbel Model for software reliability data. The model parameters are estimated using likelihood based inferential procedure: classical as well as Bayesian. The quasi Newton-Raphson algorithm is applied to obtain the maximum likelihood estimates and associated probability intervals. The Bayesian estimates of… Read full abstract & cite →

Probability density functio Bayes Estimation Hazard Function MLE OpenBUGS Uniform Priors.

Abstract doi.org/10.14569/IJARAI.2012.010907 PDF

Hand Gesture recognition and classification by Discriminant and Principal Component Analysis using Machine Learning techniques

Author 1: Sauvik Das Gupta Author 2: Souvik Kundu Author 3: Rick Pandey Author 4: Rahul Ghosh Author 5: Rajesh Bag Author 6: Abhishek Mallik

This paper deals with the recognition of different hand gestures through machine learning approaches and principal component analysis. A Bio-Medical signal amplifier is built after doing a software simulation with the help of NI Multisim. At first a couple of surface electrodes are used to obtain the Electro-Myo-Gram (EMG) signals… Read full abstract & cite →

Surface EMG Bio-medical Principal Component Analysis Discriminant Analysis

Abstract doi.org/10.14569/IJARAI.2012.010908 PDF

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