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Classification and Learning Using Genetic Algorithms: Applications in Bioinformatics and Web Intelligence (Natural Computing Series)

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Genetic algorithms (GAs) are randomized search and optimization techniques guided by the principles of evolution and natural genetics; they have a large amount of implicit parallelism. GAs perform multimodal search in complex landscapes and provide near-optimal solutions for objective or tness func tion of an optimization problem. They have applications in elds as diverse as pattern recognition, image processing, neural networks, machine learning, jobshop scheduling and VLSI design, to mention just a few.

Traditionally, GAs were designed to solve problems with an objective to optimize only a single criterion. However, many real-life problems involve mul tiple conicting measures of performance, or objectives, which need simulta neous optimization. Optimal performance according to one objective, if such an optimum exists, often implies unacceptably low performance in one or more of the other objective dimensions, creating the need for a compromise to be reached. A suitable set of solutions, called the Pareto-optimal set, to such problems is one where none of the solutions can be further improved on any one objective without degrading it in another. In recent times, there has been a spurt of activities in exploiting the signi cantly powerful search capa bility of GAs for multiobjective optimization, leading to the development of several algorithms belonging to the class of multiobjective genetic algorithms (MOGAs).
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Algorithms, Architectures and Information Systems Security (Statistical Science and Interdisciplinary Research: Platinum Jubilee)
Algorithms, Architectures and Information Systems Security (Statistical Science and Interdisciplinary Research: Platinum Jubilee)
This volume contains articles written by leading researchers in the fields of algorithms, architectures, and information systems security. The first five chapters address several challenging geometric problems and related algorithms. These topics have major applications in pattern recognition, image analysis, digital geometry, surface...
Packet Filtering: Catching the Cool Packets
Packet Filtering: Catching the Cool Packets

This book covers the basic through advanced methods of filtering on hack traffic, ICMP traffic, IP fragments, subnet traffic and more. If you want to know how to build filters to capture specific application traffic based on its signature, this is the book for you. Includes instructions for capturing 'data theft' using signatures rather than...

DHCP for Windows 2000
DHCP for Windows 2000
Dynamic Host Configuration Protocol (DHCP) provides a means of allocating and managing IP addresses dynamically over a network. Before the advent of DHCP, administrators configured each host on a network with an IP address, subnet mask, and default gateway. Maintaining the changes and the logs of the changes took a tremendous amount of time and was...

java interview questions: Top 20 java interview programs and answers
java interview questions: Top 20 java interview programs and answers

Java Interview Question is here to help you through the INTERVIEW process, teaching you what you need to know and enabling you to perform at your very best. I've coached and interviewed hundreds of software engineers. The result is this book. These interview questions are real; they are not pulled out of computer science textbooks. They...

Tribal Politics in the Borderland of Egypt and Libya (Palgrave Series in African Borderlands Studies)
Tribal Politics in the Borderland of Egypt and Libya (Palgrave Series in African Borderlands Studies)
This book explores the tribal politics of the Awlad ‘Ali Bedouin in the borderland of Egypt and Libya. These tribal politics are part of heterarchy in which sovereignty is shared between tribes, states and other groups and, within this dynamic setting, the local politicians of the Awlad ‘Ali are essential producers of order beyond...
Web Wisdom: How To Evaluate and Create Information Quality on the Web, Second Edition
Web Wisdom: How To Evaluate and Create Information Quality on the Web, Second Edition

Mobile technologies, faster connection speeds, and the 24/7 connectivity that has lead to the development of social media have created an explosion of Internet use in the ten years since the initial publication of Web Wisdom: How To Evaluate and Create Information Quality on the Web. A decade ago, these technologies and...

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