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Genetic Programming Theory and Practice X (Genetic and Evolutionary Computation)

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These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.

Topics in this volume include: evolutionary constraints, relaxation of selection mechanisms, diversity preservation strategies, flexing fitness evaluation, evolution in dynamic environments, multi-objective and multi-modal selection, foundations of evolvability, evolvable and adaptive evolutionary operators, foundation of  injecting expert knowledge in evolutionary search, analysis of problem difficulty and required GP algorithm complexity, foundations in running GP on the cloud – communication, cooperation, flexible implementation, and ensemble methods. Additional focal points for GP symbolic regression are: (1) The need to guarantee convergence to solutions in the function discovery mode; (2) Issues on model validation; (3) The need for model analysis workflows for insight generation based on generated GP solutions – model exploration, visualization, variable selection, dimensionality analysis; (4) Issues in combining different types of data.

Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

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From Hacking to Report Writing: An Introduction to Security and Penetration Testing
From Hacking to Report Writing: An Introduction to Security and Penetration Testing

Learn everything you need to know to become a professional security and penetration tester. It simplifies hands-on security and penetration testing by breaking down each step of the process so that finding vulnerabilities and misconfigurations becomes easy. The book explains how to methodically locate, exploit, and professionally...

Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017) (Advances in Intelligent Systems and Computing)
Harmony Search Algorithm: Proceedings of the 3rd International Conference on Harmony Search Algorithm (ICHSA 2017) (Advances in Intelligent Systems and Computing)

This book presents state-of-the-art technical contributions based around one of the most successful evolutionary optimization algorithms published to date: Harmony Search. Contributions span from novel technical derivations of this algorithm to applications in the broad fields of civil engineering, energy, transportation &...

SQL Server 2017 Integration Services Cookbook: Powerful ETL techniques to load and transform data from almost any source
SQL Server 2017 Integration Services Cookbook: Powerful ETL techniques to load and transform data from almost any source

Harness the power of SQL Server 2017 Integration Services to build your data integration solutions with ease

About This Book

  • Acquaint yourself with all the newly introduced features in SQL Server 2017 Integration Services
  • Program and extend your packages to enhance their...

Python: Master the Art of Design Patterns
Python: Master the Art of Design Patterns

About This Book

  • Learn all about abstract design patterns and how to implement them in Python 3
  • Understand the structural, creational, and behavioral Python design patterns
  • Get to know the context and application of design patterns to solve real-world problems in software...
Get Programming with JavaScript
Get Programming with JavaScript

Summary

Get Programming with JavaScript is a hands-on introduction to programming for readers who have never programmed. You'll be writing your own web apps, games, and programs in no time! Foreword by Remy Sharp.

Purchase of the print book includes a free eBook in PDF,...

Joining Technologies
Joining Technologies
Joining and welding are two of the most important processes in manufacturing. These technologies have vastly improved and are now extensively used in numerous industries. This book covers a wide range of topics, from arc welding (Gmaw and Gtaw), Fsw, laser and hybrid welding, and magnetic pulse welding on metal joining to the application of...
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