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

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

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Modeling, Analysis, and Applications in Metaheuristic Computing: Advancements and Trends
  • Author : Yin, Peng-Yeng
  • Publisher : IGI Global
  • Release : 31 March 2012
GET THIS 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.

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

Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches

Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches
  • Author : Yin, Peng-Yeng
  • Publisher : IGI Global
  • Release : 31 October 2012
GET THIS BOOKTrends in Developing Metaheuristics, Algorithms, and Optimization Approaches

Developments in metaheuristics continue to advance computation beyond its traditional methods. With groundwork built on multidisciplinary research findings; metaheuristics, algorithms, and optimization approaches uses memory manipulations in order to take full advantage of strategic level problem solving. Trends in Developing Metaheuristics, Algorithms, and Optimization Approaches provides insight on the latest advances and analysis of technologies in metaheuristics computing. Offering widespread coverage on topics such as genetic algorithms, differential evolution, and ant colony optimization, this book aims to be a forum

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New Trends in Intelligent Software Methodologies, Tools and Techniques
  • Author : H. Fujita,E. Herrera-Viedma
  • Publisher : IOS Press
  • Release : 18 September 2018
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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 methods that are not fully automated. This book presents the proceedings of the 17th international conference on New Trends in Intelligent Software Methodology, Tools and Techniques (SoMeT18) held in Granada,

Swarm Intelligence Based Optimization

Swarm Intelligence Based Optimization
  • Author : Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
  • Publisher : Springer
  • Release : 27 November 2014
GET THIS 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

Handbook of Research on Advanced Trends in Microwave and Communication Engineering

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  • Author : El Oualkadi, Ahmed,Zbitou, Jamal
  • Publisher : IGI Global
  • Release : 25 August 2016
GET THIS 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

Proceedings of Fifth International Conference on Soft Computing for Problem Solving

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  • Author : Millie Pant,Kusum Deep,Jagdish Chand Bansal,Atulya Nagar,Kedar Nath Das
  • Publisher : Springer
  • Release : 20 April 2016
GET THIS 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

Advance Trends in Soft Computing

Advance Trends in Soft Computing
  • Author : Mo Jamshidi,Vladik Kreinovich,Janusz Kacprzyk
  • Publisher : Springer
  • Release : 18 November 2013
GET THIS BOOKAdvance Trends in Soft Computing

This book is the proceedings of the 3rd World Conference on Soft Computing (WCSC), which was held in San Antonio, TX, USA, on December 16-18, 2013. It presents start-of-the-art theory and applications of soft computing together with an in-depth discussion of current and future challenges in the field, providing readers with a 360 degree view on soft computing. Topics range from fuzzy sets, to fuzzy logic, fuzzy mathematics, neuro-fuzzy systems, fuzzy control, decision making in fuzzy environments, image processing and many more.

New Advancements in Swarm Algorithms: Operators and Applications

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  • Author : Erik Cuevas,Fernando Fausto,Adrián González
  • Publisher : Springer
  • Release : 02 April 2019
GET THIS BOOKNew Advancements in Swarm Algorithms: Operators and Applications

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 behavior has resulted in several computational models of swarm intelligence. While there are numerous books addressing the most widely known swarm methods, namely ant colony algorithms and particle swarm optimization,

Advances in Artificial Life and Evolutionary Computation

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  • Author : Clara Pizzuti,Giandomenico Spezzano
  • Publisher : Springer
  • Release : 03 November 2014
GET THIS BOOKAdvances in Artificial Life and Evolutionary Computation

This book constitutes the revised selected papers of the 9th Italian Workshop on Advances in Artificial Life and Evolutionary Computation held in Vietri sul Mare, Italy, in May 2014, in conjunction with the 24th Italian Workshop on Neural Networks, WIRN 2014. The 16 papers presented have been thoroughly reviewed and selected from 40 submissions. They cover the following topics: artificial neural networks; fuzzy inference systems; rough set; approximate reasoning; and optimization methods such as evolutionary computation, swarm intelligence, particle swarm optimization.

Genetic Programming

Genetic Programming
  • Author : Marc Ebner,Michael O'Neill,Anikó Ekárt,Leonardo Vanneschi,Anna Isabel Esparcia-Alcázar
  • Publisher : Springer Science & Business Media
  • Release : 02 April 2007
GET THIS BOOKGenetic Programming

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 variety of papers dealing with different application areas.

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  • Author : Yi Chen,Yun Li
  • Publisher : CRC Press
  • Release : 19 June 2018
GET THIS 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

Advances in Communication, Devices and Networking

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  • Author : Rabindranath Bera,Prashant Chandra Pradhan,Chuan-Ming Liu,Sourav Dhar,Samarendra Nath Sur
  • Publisher : Springer Nature
  • Release : 27 July 2020
GET THIS BOOKAdvances in Communication, Devices and Networking

This book covers recent trends in the field of devices, wireless communication and networking. It gathers selected papers presented at the International Conference on Communication, Devices and Networking (ICCDN 2019), which was organized by the Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Sikkim, India, on 9–10 December 2019. Gathering cutting-edge research papers prepared by researchers, engineers and industry professionals, it will help young and experienced scientists and developers alike to explore new perspectives, and offer them inspirations on how