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

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  • Author : Arpit Bhardwaj
  • Publisher : Academic Press
  • Pages : 220 pages
  • ISBN : 9780128180204
  • 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 : 15 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

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

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.

Genetic Algorithms in Search, Optimization, and Machine Learning

Genetic Algorithms in Search, Optimization, and Machine Learning
  • Author : David Edward Goldberg,David Edward, Goldberg,Goldberg, David Edward Goldberg,Visiting Assistant Professor of History David E Goldberg
  • Publisher : Addison-Wesley Professional
  • Release : 17 April 1989
GET THIS BOOKGenetic Algorithms in Search, Optimization, and Machine Learning

A gentle introduction to genetic algorithms. Genetic algorithms revisited: mathematical foundations. Computer implementation of a genetic algorithm. Some applications of genetic algorithms. Advanced operators and techniques in genetic search. Introduction to genetics-based machine learning. Applications of genetics-based machine learning. A look back, a glance ahead. A review of combinatorics and elementary probability. Pascal with random number generation for fortran, basic, and cobol programmers. A simple genetic algorithm (SGA) in pascal. A simple classifier system(SCS) in pascal. Partition coefficient transforms

Advances in Soft Computing

Advances in Soft Computing
  • Author : Jose M. Benitez,Oscar Cordon,Frank Hoffmann,Rajkumar Roy
  • Publisher : Springer Science & Business Media
  • Release : 09 March 2013
GET THIS BOOKAdvances in Soft Computing

Soft computing embraces methodologies for the development of intelligent systems that have been successfully applied to a large number of real-word problems. This collection of keynote papers, presented at the 7th On-line World Conference on Soft Computing in Engineering Design and Manufacturing, provides a comprehensive overview of recent advances in fuzzy, neural and evolutionary computing techniques and applications in engineering design and manufacturing. Features: - New and highly advanced research results at the forefront of soft computing in engineering design

Advances in Inductive Logic Programming

Advances in Inductive Logic Programming
  • Author : Luc de Raedt
  • Publisher : Ios PressInc
  • Release : 17 April 1996
GET THIS BOOKAdvances in Inductive Logic Programming

Inductive Logic Programming is a research area situated in machine learning and logic programming, two subfields of artificial intelligence. The goal of inductive logic programming is to develop theories, techniques and tools for inducing hypotheses from observations using the representations from computational logic. Inductive Logic Programming has a high potential for applications in data mining, automated scientific discovery, knowledge discovery in databases, as well as automatic programming. This book provides a detailed state-of-the-art overview of Inductive Logic Programming as well

Global Trends in Intelligent Computing Research and Development

Global Trends in Intelligent Computing Research and Development
  • Author : Tripathy, B.K.
  • Publisher : IGI Global
  • Release : 31 December 2013
GET THIS BOOKGlobal Trends in Intelligent Computing Research and Development

As the amount of accumulated data across a variety of fields becomes harder to maintain, it is essential for a new generation of computational theories and tools to assist humans in extracting knowledge from this rapidly growing digital data. Global Trends in Intelligent Computing Research and Development brings together recent advances and in depth knowledge in the fields of knowledge representation and computational intelligence. Highlighting the theoretical advances and their applications to real life problems, this book is an essential

Genetically Engineered Crops

Genetically Engineered Crops
  • Author : National Academies of Sciences, Engineering, and Medicine,Division on Earth and Life Studies,Board on Agriculture and Natural Resources,Committee on Genetically Engineered Crops: Past Experience and Future Prospects
  • Publisher : National Academies Press
  • Release : 28 January 2017
GET THIS BOOKGenetically Engineered Crops

Genetically engineered (GE) crops were first introduced commercially in the 1990s. After two decades of production, some groups and individuals remain critical of the technology based on their concerns about possible adverse effects on human health, the environment, and ethical considerations. At the same time, others are concerned that the technology is not reaching its potential to improve human health and the environment because of stringent regulations and reduced public funding to develop products offering more benefits to society. While

Advances and Trends in Structural Engineering, Mechanics and Computation

Advances and Trends in Structural Engineering, Mechanics and Computation
  • Author : Alphose Zingoni
  • Publisher : CRC Press
  • Release : 16 August 2010
GET THIS BOOKAdvances and Trends in Structural Engineering, Mechanics and Computation

Advances and Trends in Structural Engineering, Mechanics and Computation features over 300 papers classified into 21 sections, which were presented at the Fourth International Conference on Structural Engineering, Mechanics and Computation (SEMC 2010, Cape Town, South Africa, 6-8 September 2010). The SEMC conferences have been held every 3 years in

A Field Guide to Genetic Programming

A Field Guide to Genetic Programming
  • Author : Anonim
  • Publisher : Lulu.com
  • Release : 17 April 2021
GET THIS 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