Advances and Trends in Genetic Programming

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  • Publisher : Academic Press
  • Release : 15 March 2021
  • ISBN : 012818020X
  • Page : 220 pages
  • Rating : 4.5/5 from 103 voters

Advances and Trends in Genetic Programming Book PDF 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 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

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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
  • ISBN : 012818020X
DOWNLOAD 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

Modeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends

Modeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends
  • Author : Yin, Peng-Yeng
  • Publisher : IGI Global
  • Release Date : 2012-03-31
  • ISBN : 9781466602717
DOWNLOAD BOOKModeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends

"This book is a collection of the latest developments, models, and applications within the transdisciplinary fields related to metaheuristic computing, providing readers with insight into a wide range of topics such as genetic algorithms, differential evolution, and ant colony optimization"--Provided by publisher.

Advanced Topics in Artificial Intelligence

Advanced Topics in Artificial Intelligence
  • Author : Norman Foo
  • Publisher : Springer
  • Release Date : 2007-12-07
  • ISBN : 9783540466956
DOWNLOAD BOOKAdvanced Topics in Artificial Intelligence

The 12th Australian Joint Conference on Artificial Intelligence (AI'QQ) held in Sydney, Australia, 6-10 December 1999, is the latest in a series of annual re gional meetings at which advances in artificial intelligence are reported. This series now attracts many international papers, and indeed the constitution of the program committee reflects this geographical diversity. Besides the usual tutorials and workshops, this year the conference included a companion sympo sium at which papers on industrial appUcations were presented. The symposium papers have

A Field Guide to Genetic Programming

A Field Guide to Genetic Programming
  • Author : Anonim
  • Publisher : Lulu.com
  • Release Date : 2008
  • ISBN : 9781409200734
DOWNLOAD BOOKA Field Guide to Genetic Programming

Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive

Swarm Intelligence Based Optimization

Swarm Intelligence Based Optimization
  • Author : Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
  • Publisher : Springer
  • Release Date : 2014-11-27
  • ISBN : 9783319129709
DOWNLOAD BOOKSwarm Intelligence Based Optimization

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 of swarm intelligence metaheuristics and their applications in areas such as: theoretical advances of swarm intelligence metaheuristics, combinatorial, discrete, binary, constrained, multi-objective, multi-modal, dynamic, noisy, and large-scale optimization, artificial immune

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
  • ISBN : 9789811004513
DOWNLOAD BOOKProceedings of Fifth International Conference on Soft Computing for Problem Solving

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’. The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real world problems for which finding a solution by traditional methods is a

Handbook of Research on Advanced Trends in Microwave and Communication Engineering

Handbook of Research on Advanced Trends in Microwave and Communication Engineering
  • Author : El Oualkadi, Ahmed,Zbitou, Jamal
  • Publisher : IGI Global
  • Release Date : 2016-08-25
  • ISBN : 9781522507741
DOWNLOAD BOOKHandbook of Research on Advanced Trends in Microwave and Communication Engineering

Wireless communications have become invaluable in the modern world. The market is going through a revolutionary transformation as new technologies and standards endeavor to keep up with demand for integrated and low-cost mobile and wireless devices. Due to their ubiquity, there is also a need for a simplification of the design of wireless systems and networks. The Handbook of Research on Advanced Trends in Microwave and Communication Engineering showcases the current trends and approaches in the design and analysis of

Computational Intelligence Assisted Design

Computational Intelligence Assisted Design
  • Author : Yi Chen,Yun Li
  • Publisher : CRC Press
  • Release Date : 2018-06-19
  • ISBN : 9781351649216
DOWNLOAD BOOKComputational Intelligence Assisted Design

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 computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation. This book provides readers with wide-scale information on