Advances and Trends in Genetic Programming

Written By Arpit Bhardwaj
Advances and Trends in Genetic Programming
  • Publsiher : Academic Press
  • Release : 15 March 2021
  • ISBN : 9780128180204
  • Pages : 220 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Advances and Trends in Genetic Programming written by Arpit Bhardwaj which was release on 15 March 2021, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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

Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming
  • Author : Arpit Bhardwaj,Aruna Tiwari,Jasjit S. Suri
  • Publisher : Academic Press
  • Release Date : 2021-03-15
  • Total pages : 220
  • ISBN : 9780128180204
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Summary : 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 ...

Genetic Algorithms and Engineering Design

Genetic Algorithms and Engineering Design
  • Author : Mitsuo Gen,Runwei Cheng
  • Publisher : John Wiley & Sons
  • Release Date : 1997-01-21
  • Total pages : 432
  • ISBN : 9780128180204
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Summary : The last few years have seen important advances in the use ofgenetic algorithms to address challenging optimization problems inindustrial engineering. Genetic Algorithms and Engineering Designis the only book to cover the most recent technologies and theirapplication to manufacturing, presenting a comprehensive and fullyup-to-date treatment of genetic algorithms in industrialengineering and ...

Meta Heuristics

Meta Heuristics
  • Author : Stefan Voß,Silvano Martello,Ibrahim H. Osman,Cathérine Roucairol
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-12-06
  • Total pages : 511
  • ISBN : 9780128180204
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Summary : 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 ...

Advances in Genetic Programming

Advances in Genetic Programming
  • Author : Kenneth E. Kinnear,William B. Langdon,Lee Spector,Peter J. Angeline,Una-May O'Reilly
  • Publisher : MIT Press
  • Release Date : 1994
  • Total pages : 476
  • ISBN : 9780128180204
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Summary : 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 ...

Algorithms Advances in Research and Application 2013 Edition

Algorithms   Advances in Research and Application  2013 Edition
  • Author : Anonim
  • Publisher : ScholarlyEditions
  • Release Date : 2013-06-21
  • Total pages : 961
  • ISBN : 9780128180204
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Summary : 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 ...

Swarm Intelligence Based Optimization

Swarm Intelligence Based Optimization
  • Author : Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
  • Publisher : Springer
  • Release Date : 2014-11-27
  • Total pages : 193
  • ISBN : 9780128180204
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Summary : This book constitutes the thoroughly refereed post-conference proceedings of the 1st International Conference on Swarm Intelligence Based Optimization, ICSIBO 2014, held in Mulhouse, France, in May 2014. The 20 full papers presented were carefully reviewed and selected from 48 submissions. Topics of interest presented and discussed in the conference focuses on the theoretical progress ...

New Trends in Intelligent Software Methodologies Tools and Techniques

New Trends in Intelligent Software Methodologies  Tools and Techniques
  • Author : H. Fujita,E. Herrera-Viedma
  • Publisher : IOS Press
  • Release Date : 2018-09-18
  • Total pages : 1056
  • ISBN : 9780128180204
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Summary : Knowledge-based systems, fully integrated with software, have become essential enablers for both science and commerce. But current software methodologies, tools and techniques are not robust or reliable enough for the demands of a constantly changing and evolving market, and many promising approaches have proved to be no more than case-oriented ...

Proceedings of Fifth International Conference on Soft Computing for Problem Solving

Proceedings of Fifth International Conference on Soft Computing for Problem Solving
  • Author : Millie Pant,Kusum Deep,Jagdish Chand Bansal,Atulya Nagar,Kedar Nath Das
  • Publisher : Springer
  • Release Date : 2016-04-20
  • Total pages : 1045
  • ISBN : 9780128180204
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Summary : The proceedings of SocProS 2015 will serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects using fuzzy logic, neural networks, evolutionary algorithms, swarm intelligence algorithms, etc., with many applications under the umbrella of ‘Soft Computing’. ...

Parallel Architectures and Bioinspired Algorithms

Parallel Architectures and Bioinspired Algorithms
  • Author : Francisco Fernández de Vega,José Ignacio Hidalgo Pérez,Juan Lanchares
  • Publisher : Springer
  • Release Date : 2012-04-27
  • Total pages : 290
  • ISBN : 9780128180204
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Summary : This monograph presents examples of best practices when combining bioinspired algorithms with parallel architectures. The book includes recent work by leading researchers in the field and offers a map with the main paths already explored and new ways towards the future. Parallel Architectures and Bioinspired Algorithms will be of value ...

Proceedings of the International Conference on Soft Computing for Problem Solving SocProS 2011 December 20 22 2011

Proceedings of the International Conference on Soft Computing for Problem Solving  SocProS 2011  December 20 22  2011
  • Author : Kusum Deep,Atulya Nagar,Millie Pant,Jagdish Chand Bansal
  • Publisher : Springer Science & Business Media
  • Release Date : 2012-04-15
  • Total pages : 1075
  • ISBN : 9780128180204
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Summary : The objective is to provide the latest developments in the area of soft computing. These are the cutting edge technologies that have immense application in various fields. All the papers will undergo the peer review process to maintain the quality of work....

Computational Intelligence Assisted Design

Computational Intelligence Assisted Design
  • Author : Yi Chen,Yun Li
  • Publisher : CRC Press
  • Release Date : 2018-06-19
  • Total pages : 504
  • ISBN : 9780128180204
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Summary : Computational Intelligence Assisted Design framework mobilises computational resources, makes use of multiple Computational Intelligence (CI) algorithms and reduces computational costs. This book provides examples of real-world applications of technology. Case studies have been used to show the integration of services, cloud, big data technology and space missions. It focuses on ...

Advances in Computer Vision and Information Technology

Advances in Computer Vision and Information Technology
  • Author : K. V. Kale
  • Publisher : I. K. International Pvt Ltd
  • Release Date : 2008-01-01
  • Total pages : 1688
  • ISBN : 9780128180204
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Summary : The latest trends in Information Technology represent a new intellectual paradigm for scientific exploration and visualization of scientific phenomena. The present treatise covers almost all the emerging technologies in the field. Academicians, engineers, industralists, scientists and researchers engaged in teaching, research and development of Computer Science and Information Technology will ...

Genetic Programming

Genetic Programming
  • Author : Marc Ebner,Michael O'Neill,Anikó Ekárt,Anna Isabel Esparcia-Alcázar,Leonardo Vanneschi
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-04-02
  • Total pages : 380
  • ISBN : 9780128180204
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Summary : This book constitutes the refereed proceedings of the 10th European Conference on Genetic Programming, EuroGP 2007, held in Valencia, Spain in April 2007 colocated with EvoCOP 2007. The 21 revised plenary papers and 14 revised poster papers were carefully reviewed and selected from 71 submissions. The papers address fundamental and theoretical issues, along with a wide ...

New Advancements in Swarm Algorithms Operators and Applications

New Advancements in Swarm Algorithms  Operators and Applications
  • Author : Erik Cuevas,Fernando Fausto,Adrián González
  • Publisher : Springer
  • Release Date : 2019-04-02
  • Total pages : 296
  • ISBN : 9780128180204
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Summary : This book presents advances in alternative swarm development that have proved to be effective in several complex problems. Swarm intelligence (SI) is a problem-solving methodology that results from the cooperation between a set of agents with similar characteristics. The study of biological entities, such as animals and insects, manifesting social ...

Advances of Evolutionary Computation Methods and Operators

Advances of Evolutionary Computation  Methods and Operators
  • Author : Erik Cuevas,Margarita Arimatea Díaz Cortés,Diego Alberto Oliva Navarro
  • Publisher : Springer
  • Release Date : 2016-01-20
  • Total pages : 202
  • ISBN : 9780128180204
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Summary : The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be effective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book ...