Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming, Volume One: Classification Techniques and Life Cycles presents the reader with complete coverage of the most current developments in Genetic Programming for Artificial Intelligence. The book provides a thorough look at classification as a systematic way of predicting class membership for a set of examples or instances using the properties of those examples. Classification arises in a wide variety of real life situations, such as detecting faces from large database, finding vehicles, matching fingerprints and diagnosing medical conditions. A classification algorithm requires huge amount of accuracy and reliability that is very difficult for human programmers. Therefore, there is a need to develop an automated computer-based classification system that can classify the required objects. Presents the latest advances in Genetic Programming for Artificial Intelligence Discusses automated computer-based classification algorithms and systems, including comparison of different types of machine learning and two-class versus multi-class classification Includes discussions of tree-based Genetic Programming, the Intron problem, Dynamic Fitness Evaluation, Crossover and Mutation Operators, and a presentation of an integrated model-based Genetic Programming Algorithm for multi-class classification

Produk Detail:

  • Author : Arpit Bhardwaj
  • Publisher : Academic Press
  • Pages : 220 pages
  • ISBN : 0128182431
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKAdvances and Trends in Genetic Programming

Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming
  • Author : Arpit Bhardwaj,Aruna Tiwari,Jasjit S. Suri
  • Publisher : Academic Press
  • Release : 01 March 2021
GET THIS BOOKAdvances and Trends in Genetic Programming

Advances and Trends in Genetic Programming, Volume One: Classification Techniques and Life Cycles presents the reader with complete coverage of the most current developments in Genetic Programming for Artificial Intelligence. The book provides a thorough look at classification as a systematic way of predicting class membership for a set of examples or instances using the properties of those examples. Classification arises in a wide variety of real life situations, such as detecting faces from large database, finding vehicles, matching fingerprints

Advances in Evolutionary Computing

Advances in Evolutionary Computing
  • Author : Ashish Ghosh,Shigeyoshi Tsutsui
  • Publisher : Springer Science & Business Media
  • Release : 26 November 2002
GET THIS BOOKAdvances in Evolutionary Computing

This book provides a collection of fourty articles containing new material on both theoretical aspects of Evolutionary Computing (EC), and demonstrating the usefulness/success of it for various kinds of large-scale real world problems. Around 23 articles deal with various theoretical aspects of EC and 17 articles demonstrate the success of EC methodologies. These articles are written by leading experts of the field from different countries all over the world.

Parallel Genetic Algorithms

Parallel Genetic Algorithms
  • Author : Gabriel Luque,Enrique Alba
  • Publisher : Springer Science & Business Media
  • Release : 15 June 2011
GET THIS BOOKParallel Genetic Algorithms

This book is the result of several years of research trying to better characterize parallel genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers can learn how to solve complex tasks by reducing their high computational times. Dealing with two scientific fields (parallelism and GAs) is always difficult, and the book seeks at gracefully introducing from basic concepts to advanced topics. The presentation is structured in three parts. The first one is targeted to the algorithms

Advances and Trends in Artificial Intelligence. From Theory to Practice

Advances and Trends in Artificial Intelligence. From Theory to Practice
  • Author : Franz Wotawa,Gerhard Friedrich,Ingo Pill,Roxane Koitz-Hristov,Moonis Ali
  • Publisher : Springer
  • Release : 28 June 2019
GET THIS BOOKAdvances and Trends in Artificial Intelligence. From Theory to Practice

This book constitutes the thoroughly refereed proceedings of the 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, held in Graz, Austria, in July 2019. The 41 full papers and 32 short papers presented were carefully reviewed and selected from 151 submissions. The IEA/AIE 2019 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include engineering, science, industry, automation and robotics, business and finance, medicine

Handbook of Research on Trends and Digital Advances in Engineering Geology

Handbook of Research on Trends and Digital Advances in Engineering Geology
  • Author : Ceryan, Nurcihan
  • Publisher : IGI Global
  • Release : 12 July 2017
GET THIS BOOKHandbook of Research on Trends and Digital Advances in Engineering Geology

Engineering geologists face the task of addressing geological factors that can affect planning with little time and with few resources. A solution is using the right tools to save time searching for answers and devote attention to making critical engineering decisions. The Handbook of Research on Trends and Digital Advances in Engineering Geology is an essential reference source for the latest research on new trends, technology, and computational methods that can model engineering phenomena automatically. Featuring exhaustive coverage on a

Advances in Genetic Programming

Advances in Genetic Programming
  • Author : Kenneth L. Kinnear, Jr.,Kenneth E. Kinnear,Peter J. Angeline
  • Publisher : MIT Press
  • Release : 16 January 1994
GET THIS BOOKAdvances in Genetic Programming

Advances in Genetic Programming reports significant results in improving the power of genetic programming, presenting techniques that can be employed immediately in the solution of complex problems in many areas, including machine learning and the simulation of autonomous behavior. Popular languages such as C and C++ are used in manu of the applications and experiments, illustrating how genetic programming is not restricted to symbolic computing languages such as LISP. Researchers interested in getting started in genetic programming will find information

Algorithms—Advances in Research and Application: 2013 Edition

Algorithms—Advances in Research and Application: 2013 Edition
  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release : 21 June 2013
GET THIS BOOKAlgorithms—Advances in Research and Application: 2013 Edition

Algorithms—Advances in Research and Application: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Coloring Algorithm. The editors have built Algorithms—Advances in Research and Application: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Coloring Algorithm in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Algorithms—Advances in Research and Application: 2013 Edition has

Meta-Heuristics

Meta-Heuristics
  • Author : Stefan Voß,Silvano Martello,Ibrahim H. Osman,Cathérine Roucairol
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
GET THIS BOOKMeta-Heuristics

Meta-Heuristics: Advances and Trends in Local Search Paradigms for Optimizations comprises a carefully refereed selection of extended versions of the best papers presented at the Second Meta-Heuristics Conference (MIC 97). The selected articles describe the most recent developments in theory and applications of meta-heuristics, heuristics for specific problems, and comparative case studies. The book is divided into six parts, grouped mainly by the techniques considered. The extensive first part with twelve papers covers tabu search and its application to a great

Recent Advances in Intelligent Paradigms and Applications

Recent Advances in Intelligent Paradigms and Applications
  • Author : Ajith Abraham
  • Publisher : Springer Science & Business Media
  • Release : 26 November 2002
GET THIS BOOKRecent Advances in Intelligent Paradigms and Applications

Digital systems that bring together the computing capacity for processing large bodies of information with the human cognitive capability are called intelligent systems. Building these systems has become one of the great goals of modem technology. This goal has both intellectual and economic incentives. The need for such intelligent systems has become more intense in the face of the global connectivity of the internet. There has become an almost insatiable requirement for instantaneous information and decision brought about by this

Modern Trends and Techniques in Computer Science

Modern Trends and Techniques in Computer Science
  • Author : Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Petr Silhavy,Zdenka Prokopova
  • Publisher : Springer
  • Release : 05 May 2014
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This book is based on the research papers presented in the 3rd Computer Science On-line Conference 2014 (CSOC 2014). The conference is intended to provide an international forum for discussions on the latest high-quality research results in all areas related to Computer Science. The topics addressed are the theoretical aspects and applications of Artificial Intelligences, Computer Science, Informatics and Software Engineering. The authors provide new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in their

Artificial Intelligence

Artificial Intelligence
  • Author : Marco Antonio Aceves-Fernandez
  • Publisher : BoD – Books on Demand
  • Release : 27 June 2018
GET THIS BOOKArtificial Intelligence

Artificial intelligence (AI) is taking an increasingly important role in our society. From cars, smartphones, airplanes, consumer applications, and even medical equipment, the impact of AI is changing the world around us. The ability of machines to demonstrate advanced cognitive skills in taking decisions, learn and perceive the environment, predict certain behavior, and process written or spoken languages, among other skills, makes this discipline of paramount importance in today's world. Although AI is changing the world for the better in

Reducing Process Costs with Lean, Six Sigma, and Value Engineering Techniques

Reducing Process Costs with Lean, Six Sigma, and Value Engineering Techniques
  • Author : Kim H. Pries,Jon M. Quigley
  • Publisher : CRC Press
  • Release : 13 December 2012
GET THIS BOOKReducing Process Costs with Lean, Six Sigma, and Value Engineering Techniques

A company with effective cost reduction activities in place will be better positioned to adapt to shifting economic conditions. In fact, it can make the difference between organizations that thrive and those that simply survive during times of economic uncertainty. Reducing Process Costs with Lean, Six Sigma, and Value Engineering Techniques covers

Recent Advances in Computational Optimization

Recent Advances in Computational Optimization
  • Author : Stefka Fidanova
  • Publisher : Springer
  • Release : 10 April 2013
GET THIS BOOKRecent Advances in Computational Optimization

Optimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency. Also many real world problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization. This book presents recent advances in computational optimization. The volume includes important