Výsledky vyhľadávania - "Computational Intelligence, Evolutionary Computing and Evolutionary Clustering Algorithms"

Preface Autor Kristensen, Terje

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Subject Index Autor Kristensen, Terje

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Introduction Autor Kristensen, Terje

“…This chapter describes the main goal of the book, namely the use of evolutionary algorithms to optimize the K-means algorithm. The outline of the book is also…”
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Discussion Autor Kristensen, Terje

“…In this chapter we discuss different challenges of using evolutionary algorithms to optimize the K-means algorithm. One problem is how to handle empty…”
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Background Autor Kristensen, Terje

“…The chapter describes three phases of a pattern recognition system; data acquisition, feature extraction and classification. In addition, different clustering…”
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A Case Study Autor Kristensen, Terje

“…To compare the different algorithms three data sets have been used. Different benchmarking sets have been applied and the results of the experiments are…”
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Summary and Future Directions Autor Kristensen, Terje

“…In this chapter we make a summary of how to optimize the K-means clustering algorithm based on evolutionary computing. The system is still missing a user…”
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System Specification Autor Kristensen, Terje

“…The system requirements are divided into two types, functional and nonfunctional. Both of them are described in addition to their data visualization…”
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Data Visualization Autor Kristensen, Terje

“…Different methods for visualization of data are described in the chapter. One important aspect is how to handle colours. Colour are separated in three…”
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Evolutionary Algorithms Autor Kristensen, Terje

“…The chapter describes different components of evolutionary algorithms and what is meant by mathematical optimization. In addition, genetic and evolutionary…”
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Design and Implementation Autor Kristensen, Terje

“…In this chapter, the system architecture and different tools that have been used in the implementation process such as Netbeans and JavaFX, are described…”
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User Interface Autor Kristensen, Terje

“…The chapter gives an introduction to the architecture based on Model-View - Controller (MVC) patterns. Such an architecture separates the user interface from…”
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