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Practical Genetic Algorithms
Practical Genetic Algorithms

"The first introductory-level book to emphasize practical applications through the use of example problems."
–– International Journal of General Systems, Vol. 31, No. 1, 2002, on the first edition

The use of genetic algorithms (GAs) to solve large and often complex computational problems has given rise...

Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics
Multiobjective Genetic Algorithms for Clustering: Applications in Data Mining and Bioinformatics

Clustering is an important unsupervised classification technique where a set of patterns, usually vectors in multidimensional space, are grouped into clusters based on some similarity or dissimilarity criteria. In crisp clustering, each pattern is assigned to exactly one cluster, whereas in fuzzy clustering, each pattern is given a...

Data Mining with Computational Intelligence (Advanced Information and Knowledge Processing)
Data Mining with Computational Intelligence (Advanced Information and Knowledge Processing)
Nowadays data accumulate at an alarming speed in various storage devices,
and so does valuable information. However, it is difficult to understand information
hidden in data without the aid of data analysis techniques, which
has provoked extensive interest in developing a field separate from machine
learning. This new field is
...
Advances in Evolutionary Algorithms: Theory, Design and Practice
Advances in Evolutionary Algorithms: Theory, Design and Practice
The goal of this book is to develop efficient optimization algorithms to solve diverse real-world problems of graded difficulty. Genetic and evolutionary mechanisms have been deployed for reaching the goal.

This book has made five significant contributions in the realm of genetic and evolutionary computation (GEC).

Practical
...
A FAREWELL TO ENTROPY: Statistical Thermodynamics Based on Information
A FAREWELL TO ENTROPY: Statistical Thermodynamics Based on Information
The principal message of this book is that thermodynamics and statistical mechanics will benefit from replacing the unfortunate, misleading and mysterious term entropy with a more familiar, meaningful and appropriate term such as information, missing information or uncertainty. This replacement would facilitate the interpretation of the driving...
Curious Folks Ask: 162 Real Answers on Amazing Inventions, Fascinating Products, and Medical Mysteries
Curious Folks Ask: 162 Real Answers on Amazing Inventions, Fascinating Products, and Medical Mysteries

“Dr. Seethaler has written an excellent book for any interested student of science. She answers great questions about the world around us in this fascinating book. As a high school science teacher, I encounter many of these from my own students. I would highly recommend this book for anyone who has pondered...

Atmospheric Monitoring With Arduino: Building Simple Devices to Collect Data About the Environment
Atmospheric Monitoring With Arduino: Building Simple Devices to Collect Data About the Environment
We as a species are probably a little bit smarter than fish: at least we know that we spend our lives “swimming” at the bottom of an ocean of air. About 4/5th of that ocean is the relatively harmless gas nitrogen. Around another 1/5 of it is the highly reactive and slightly toxic gas oxygen. The...
Principles of Environmental Physics, Fourth Edition: Plants, Animals, and the Atmosphere
Principles of Environmental Physics, Fourth Edition: Plants, Animals, and the Atmosphere

Principles of Environmental Physics: Plants, Animals, and the Atmosphere, 4e, provides a basis for understanding the complex physical interactions of plants and animals with their natural environment. It is the essential reference to provide environmental and ecological scientists and researchers with the physical principles, analytic...

Parallel Scientific Computing and Optimization: Advances and Applications (Springer Optimization and Its Applications)
Parallel Scientific Computing and Optimization: Advances and Applications (Springer Optimization and Its Applications)
This work introduces new developments in the construction, analysis, and implementation of parallel computing algorithms. This book presents 23 self-contained chapters, including surveys, written by distinguished researchers in the field of parallel computing. Each chapter is devoted to some aspects of the subject: parallel algorithms for matrix...
Tax Insight: For Tax Year 2014 and Beyond
Tax Insight: For Tax Year 2014 and Beyond

Tax Insight: For Tax Year 2014 and Beyond will teach you to take control of life’s biggest expense—taxes.

In your lifetime, you will spend more money on taxes than on anything else. Despite that fact, you likely know the current prices of movies and milk but don’t know what your marginal tax rate is. You...

Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms
Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms
Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization. Contrarily to other EC techniques such as the broadly known Genetic Algorithms (GAs) in EDAs, the crossover and mutation operators are substituted by the...
Thermodynamic Models for Industrial Applications: From Classical and Advanced Mixing Rules to Association Theories
Thermodynamic Models for Industrial Applications: From Classical and Advanced Mixing Rules to Association Theories

Using an applications perspective Thermodynamic Models forIndustrial Applications provides a unified framework for thedevelopment of various thermodynamic models, ranging from theclassical models to some of the most advanced ones. Among these arethe Cubic Plus Association Equation of State (CPA EoS) and thePerturbed Chain Statistical...

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