Ebook: Soft Computing in Artificial Intelligence

Издательство Springer, 2014, -157 pp.This book explores the concept of artificial intelligence based on knowledge-based algorithms. Given the current hardware and software technologies and artificial intelligence theories, we can think of how efficient to provide a solution, how best to implement a model and how successful to achieve it. This edition provides readers with the most recent progress and novel solutions in artificial intelligence. This book aims at presenting the research results and solutions of applications in relevance with artificial intelligence technologies. We propose to researchers and practitioners some methods to advance the intelligent systems and apply artificial intelligence to specific or general purpose. This book consists of 13 contributions that feature fuzzy (r, s)-minimal preand β-open sets, handling big coocurrence matrices, Xie-Beni-type fuzzy cluster validation, fuzzy c-regression models, combination of genetic algorithm and ant colony optimization, building expert system, fuzzy logic and neural network, individual role adaptation for team sports, application of polynomial neural networks, recursive neurofuzzy algorithm for water management, application of interactive genetic algorithm, and Artificial Neural Network (ANN) model. This edition is published in original, peer reviewed contributions covering from initial design to final prototypes and verifications.Fuzzy (r,s)-Minimal Preopen Sets and Fuzzy (r,s)-M Precontinuous Mappings on (r,s)-Fuzzy Minimal Spaces
On Fuzzy (r,s)-Minimal β-Open Sets on (r,s)-Fuzzy Minimal Spaces
Handling Very Large CooccurrenceMatrices in Fuzzy Co-clustering by Sampling Approaches
Xie-Beni-Type Fuzzy Cluster Validation in Fuzzy Co-clustering of Documents and Keywords
Fuzzy c-Regression Models Based on Optimal Scaling of Categorical Observation with Tolerance
Combination of Genetic Algorithm and Ant Colony Optimization for QoS Multicast Routing
Building a Knowledge Base for Expert System in Information Security
Fuzzy Logic and Neural Network Based Induction Control in a Diesel Engine
Evaluation and Analysis of Relationship between Roles and Individual’s Role Adaptation in Team Sports Using SOM: Data Analysis and Introduction of Theory
Design of Radial Basis Function Classifier Based on Polynomial Neural Networks
Recursive Neuro-Fuzzy Algorithm for Flow Prediction and Pump On-Off Minimization
Logotype Design Support System Based on Sketches
An Artificial Neural Network Based on the Architecture of the Cerebellum for Behavior Learning