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The Practical Handbook of Genetic Algorithms

Applications, Second Edition

Edición de Lance D. Chambers ...

Rapid developments in the field of genetic algorithms along with the popularity of the first edition precipitated this completely revised, thoroughly updated second edition of The Practical Handbook of Genetic Algorithms. Like its predecessor, this edition helps practitioners stay up to date on recent developments in the field and provides material ... Leer más

$375.99 USD

Rapid developments in the field of genetic algorithms along with the popularity of the first edition precipitated this completely revised, thoroughly updated second edition of The Practical Handbook of Genetic Algorithms. Like its predecessor, this edition helps practitioners stay up to date on recent developments in the field and provides material
... Leer más
Strategic Planning: Processes, Tools and Outcomes

de Lance D. Chambers, Michael A.P. Taylor ...

Series series Routledge Revivals
First published in 1999, this book examines the 'how' and 'why' of strategic planning, illustrates the vital role it plays in our day-to-day lives and explores its potential for helping to ensure the future viability of humanity and of the cultures and societies in which we live. The authors describe the processes and major impediments in high level strategic planning, introduce a new mechanism, ... Leer más

$48.99 USD

First published in 1999, this book examines the 'how' and 'why' of strategic planning, illustrates the vital role it plays in our day-to-day lives and explores its potential for helping to ensure the future viability of humanity and of the cultures and societies in which we live. The authors describe the processes and major impediments in high level strategic planning, introduce a new mechanism,
... Leer más
Practical Handbook of Genetic Algorithms

Complex Coding Systems, Volume III

Edición de Lance D. Chambers ...

Practical Handbook of Genetic Algorithms, Volume 3: Complex Coding Systems contains computer-code examples for the development of genetic algorithm systems - compiling them from an array of practitioners in the field.Each contribution of this singular resource includes:unique code segmentsdocumentationdescripti ... Leer más

$91.99 USD

Practical Handbook of Genetic Algorithms, Volume 3: Complex Coding Systems contains computer-code examples for the development of genetic algorithm systems - compiling them from an array of practitioners in the field.Each contribution of this singular resource includes:unique code segmentsdocumentationdescripti
... Leer más
The Practical Handbook of Genetic Algorithms

New Frontiers, Volume II

Edición de Lance D. Chambers ...

The mathematics employed by genetic algorithms (GAs)are among the most exciting discoveries of the last few decades. But what exactly is a genetic algorithm? A genetic algorithm is a problem-solving method that uses genetics as its model of problem solving. It applies the rules of reproduction, gene crossover, and mutation to pseudo-organism ... Leer más

$225.99 USD

The mathematics employed by genetic algorithms (GAs)are among the most exciting discoveries of the last few decades. But what exactly is a genetic algorithm? A genetic algorithm is a problem-solving method that uses genetics as its model of problem solving. It applies the rules of reproduction, gene crossover, and mutation to pseudo-organism
... Leer más

Hyperparameter Tuning for Machine and Deep Learning with R

A Practical Guide

Edición de Eva Bartz, Thomas Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann ...

Series series Computer Science (R0)
This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods ... Leer más

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This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice and gives deep insights into the working mechanisms of machine learning (ML) and deep learning (DL) methods. The aim of the book is to equip readers with the ability to achieve better results with significantly less time, costs, effort and resources using the methods
... Leer más
Informed Machine Learning

Edición de Daniel Schulz, Christian Bauckhage ...

Series series Cognitive Technologies
This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is ... Leer más

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This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is
... Leer más
Gmdh-methodology And Implementation In Matlab

de Godfrey C Onwubolu ...

Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.This is the first ... Leer más

$38.99 USD

Group method of data handling (GMDH) is a typical inductive modeling method built on the principles of self-organization. Since its introduction, inductive modelling has been developed to support complex systems in prediction, clusterization, system identification, as well as data mining and knowledge extraction technologies in social science, science, engineering, and medicine.This is the first
... Leer más
Efficient Learning Machines

Theories, Concepts, and Applications for Engineers and System Designers

de Rahul Khanna, Mariette Awad ...

Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural ... Leer más

Gratis

Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural
... Leer más
Statistical Analysis of Network Data with R

de Eric D. Kolaczyk, Gábor Csárdi ...

Series series Mathematics and Statistics (R0)
Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going back to the 1930s and graph theory going back centuries. Measurement and analysis are integral components of network research. As a result, ... Leer más

$71.99 USD

Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going back to the 1930s and graph theory going back centuries. Measurement and analysis are integral components of network research. As a result,
... Leer más
Special Topics in Information Technology

Edición de Simone Garatti ...

Series series PoliMI SpringerBriefs
This open access book presents outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Italy. Information technology has always been highly interdisciplinary, as many aspects have to be considered in IT systems.The doctoral studies program in IT at Politecnico di Milano emphasizes this ... Leer más

Gratis

This open access book presents outstanding doctoral dissertations in Information Technology from the Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Italy. Information technology has always been highly interdisciplinary, as many aspects have to be considered in IT systems.The doctoral studies program in IT at Politecnico di Milano emphasizes this
... Leer más
Explainable AI for Cybersecurity

de Zhixin Pan, Prabhat Mishra ...

Series series Intelligent Technologies and Robotics (R0)
This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the ... Leer más

$80.99 USD

This book provides a comprehensive overview of security vulnerabilities and state-of-the-art countermeasures using explainable artificial intelligence (AI). Specifically, it describes how explainable AI can be effectively used for detection and mitigation of hardware vulnerabilities (e.g., hardware Trojans) as well as software attacks (e.g., malware and ransomware). It provides insights into the
... Leer más
Meta-Algorithmics

Patterns for Robust, Low Cost, High Quality Systems

de Steven J. Simske ...

Series series IEEE Press
The confluence of cloud computing, parallelism and advanced machine intelligence approaches has created a world in which the optimum knowledge system will usually be architected from the combination of two or more knowledge-generating systems. There is a need, then, to provide a reusable, broadly-applicable set of design patterns to empower the intelligent system architect to take advantage of ... Leer más

$96.00 USD

The confluence of cloud computing, parallelism and advanced machine intelligence approaches has created a world in which the optimum knowledge system will usually be architected from the combination of two or more knowledge-generating systems. There is a need, then, to provide a reusable, broadly-applicable set of design patterns to empower the intelligent system architect to take advantage of
... Leer más

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Strategic Planning: Processes, Tools and Outcomes

Practical Handbook of Genetic Algorithms

The Practical Handbook of Genetic Algorithms

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Hyperparameter Tuning for Machine and Deep Learning with R

Informed Machine Learning

Gmdh-methodology And Implementation In Matlab

Efficient Learning Machines

Statistical Analysis of Network Data with R

Special Topics in Information Technology

Explainable AI for Cybersecurity

Meta-Algorithmics

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