Genetic Algorithms, Fuzzy Systems & Website Classification

Buch | Hardcover

226 Seiten

2012
Nova Science Publishers Inc (Verlag)
9781613240007 (ISBN)

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This book presents and discusses current research in the study of genetic algorithms, fuzzy systems and website classification. Topics discussed include genetic algorithm for optimal design of fuzzy classifiers; design and analysis of type-2 fuzzy PI controller; selection of supply chain through fuzzy outranking techniques; fast web page classification without accessing the web page using machine learning techniques; classification algorithms in handling noisy training data and meta data generation for automates web page classification.

Preface; Design of Optimal Fuzzy Classifier Using Enhanced Genetic Algorithm; Genetic Algorithm with Gene Silencing Operator for Course Time-Tabling; Effect of Variable Mutation & Crossover Percentage on Nomadic Genetic Algorithm; Verifying Experiment for Automated Design of Mechatronic Systems Using Bond-Graph Modelling & Simulation & Genetic Programming; Design & Analysis of Type-2 Fuzzy PI Controller; A Neuro-Fuzzy Based Positioning System of Stationary Robot Manipulator Arm; Selection of Supply Chain through Fuzzy Outranking Technique; Bagging Different instead of Similar Models for Regression & Classification Problems; Fast Web Page Classification without Accessing the Web Page Using Machine Learning Techniques; Generating Best Feature Subsets for Web Page Classification Using Genetic Search; Robustness of Classification Algorithms in Handling Noisy Training Data: A Study on Noise Sensitivity; Meta Data Generation for Automated Web Page Classification; Index.

Erscheint lt. Verlag	16.3.2012
Verlagsort	New York
Sprache	englisch
Gewicht	468 g
Themenwelt	Mathematik / Informatik ► Informatik ► Datenbanken
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
ISBN-13	9781613240007 / 9781613240007
Zustand	Neuware