Intelligent and Other Computational Techniques in Insurance Theory and Applications pdf

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Intelligent and Other Computational Techniques in Insurance Theory and Applications by A. F. Shapiro and L. C. Jain pdf download

Intelligent and Other Computational Techniques in Insurance Theory and Applications by A. F. Shapiro and L. C. Jain pdf download. At the turn of this century, the premiums written by insurance companies were nearly $2.5 trillion (USD) worldwide, and growing. Many factors will influence the continued growth of the industry, including a rapidly changing risk environment and market conditions, but one of the dominant factors will be technology, and an important component of that will involve intelligent and other computational techniques. This will continue the worldwide trend to fuse these techniques into insurance-based programs.

Intelligent and Other Computational Techniques in Insurance Theory and Applications by A. F. Shapiro and L. C. Jain pdf download

This novel book presents recent advances in the theory and implementation of intelligent and other computational techniques in the insurance industry. The paradigms covered include artificial neural networks and fuzzy systems, including clustering versions, optimization and resampling methods, algebraic and Bayesian models, decision trees and regression splines. Thus, the focus is not just on intelligent techniques, although that is a major component, the book also includes other current computational paradigms that are likely to impact the industry.

Intelligent and Other Computational Techniques in Insurance Theory and Applications by A. F. Shapiro and L. C. Jain pdf download

The chapters are divided into two main sections: “Neural Networks, Fuzzy Systems and Genetic Algorithms” (Chapters 1-11) and “Other Computational Techniques” (Chapters 12-18). For the most part, these section headings are adhered to, but a few chapters spanned more than one of these topics and had to be arbitrarily assigned to a section. A summary of each chapter follows. The first chapter, by Shapiro, presents an overview of insurance applications of neural networks, fuzzy logic and genetic algorithms.

Intelligent and Other Computational Techniques in Insurance Theory and Applications by A. F. Shapiro and L. C. Jain pdf download

Intelligent and Other Computational Techniques in Insurance Theory and Applications by A. F. Shapiro and L. C. Jain pdf download

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