Advances and Trends in Genetic Programming

Advances and Trends in Genetic Programming
Author: Arpit Bhardwaj,Aruna Tiwari,Jasjit S. Suri
Publsiher: Academic Press
Total Pages: 220
Release: 2021-03-15
ISBN 10: 9780128180204
ISBN 13: 012818020X
Language: EN, FR, DE, ES & NL

Advances and Trends in Genetic Programming Book Review:

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

Modeling Analysis and Applications in Metaheuristic Computing Advancements and Trends

Modeling  Analysis  and Applications in Metaheuristic Computing  Advancements and Trends
Author: Yin, Peng-Yeng
Publsiher: IGI Global
Total Pages: 445
Release: 2012-03-31
ISBN 10: 1466602716
ISBN 13: 9781466602717
Language: EN, FR, DE, ES & NL

Modeling Analysis and Applications in Metaheuristic Computing Advancements and Trends Book Review:

"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.

Advances and Trends in Structural Engineering Mechanics and Computation

Advances and Trends in Structural Engineering  Mechanics and Computation
Author: Alphose Zingoni
Publsiher: CRC Press
Total Pages: 388
Release: 2010-08-16
ISBN 10: 0415618150
ISBN 13: 9780415618151
Language: EN, FR, DE, ES & NL

Advances and Trends in Structural Engineering Mechanics and Computation Book Review:

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

Advanced Topics in Artificial Intelligence

Advanced Topics in Artificial Intelligence
Author: Norman Foo
Publsiher: Springer
Total Pages: 508
Release: 2007-12-07
ISBN 10: 3540466959
ISBN 13: 9783540466956
Language: EN, FR, DE, ES & NL

Advanced Topics in Artificial Intelligence Book Review:

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 been published in a separate volume edited by Eric Tsui. Ar99 is organized by the University of New South Wales, and sponsored by the Aus tralian Computer Society, the Commonwealth Scientific and Industrial Research Organisation (CSIRO), Computer Sciences Corporation, the KRRU group at Griffith University, the Australian Artificial Intelligence Institute, and Neuron- Works Ltd. Ar99 received over 120 conference paper submissions, of which about o- third were from outside Australia. Prom these, 39 were accepted for regular presentation, and a further 15 for poster display. These proceedings contain the full regular papers and extended summaries of the poster papers. All papers were refereed, mostly by two or three reviewers selected by members of the program committee, and a list of these reviewers appears later. The technical program comprised two days of workshops and tutorials, fol lowed by three days of conference and symposium plenary and paper sessions.

Swarm Intelligence Based Optimization

Swarm Intelligence Based Optimization
Author: Patrick Siarry,Lhassane Idoumghar,Julien Lepagnot
Publsiher: Springer
Total Pages: 193
Release: 2014-11-27
ISBN 10: 3319129708
ISBN 13: 9783319129709
Language: EN, FR, DE, ES & NL

Swarm Intelligence Based Optimization Book Review:

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 systems, particle swarms, ant colony, bacterial foraging, artificial bees, fireflies algorithm, hybridization of algorithms, parallel/distributed computing, machine learning, data mining, data clustering, decision making and multi-agent systems based on swarm intelligence principles, adaptation and applications of swarm intelligence principles to real world problems in various domains.

A Field Guide to Genetic Programming

A Field Guide to Genetic Programming
Author: Anonim
Publsiher: Lulu.com
Total Pages: 233
Release: 2008
ISBN 10: 1409200736
ISBN 13: 9781409200734
Language: EN, FR, DE, ES & NL

A Field Guide to Genetic Programming Book Review:

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 results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.

New Trends in Intelligent Software Methodologies Tools and Techniques

New Trends in Intelligent Software Methodologies  Tools and Techniques
Author: H. Fujita,E. Herrera-Viedma
Publsiher: IOS Press
Total Pages: 1056
Release: 2018-09-18
ISBN 10: 1614999007
ISBN 13: 9781614999003
Language: EN, FR, DE, ES & NL

New Trends in Intelligent Software Methodologies Tools and Techniques Book Review:

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, Spain, 26-28 September 2018. The SoMeT conferences provide a forum for the exchange of ideas and experience, foster new directions in software development methodologies and related tools and techniques, and focus on exploring innovations, controversies, and the current challenges facing the software engineering community. The 80 selected papers included here are divided into 13 chapters, and cover subjects as diverse as intelligent software systems; medical informatics and bioinformatics; artificial intelligence techniques; social learning software and sentiment analysis; cognitive systems and neural analytics; and security, among other things. Offering a state-of-the-art overview of methodologies, tools and techniques, this book will be of interest to all those whose work involves the development or application of software.

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
Publsiher: Springer
Total Pages: 1045
Release: 2016-04-20
ISBN 10: 981100451X
ISBN 13: 9789811004513
Language: EN, FR, DE, ES & NL

Proceedings of Fifth International Conference on Soft Computing for Problem Solving Book Review:

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 difficult task. The different application areas covered in the proceedings are: Image Processing, Cryptanalysis, Industrial Optimization, Supply Chain Management, Newly Proposed Nature Inspired Algorithms, Signal Processing, Problems related to Medical and Health Care, Networking Optimization Problems, etc.

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
Publsiher: IGI Global
Total Pages: 716
Release: 2016-08-25
ISBN 10: 1522507744
ISBN 13: 9781522507741
Language: EN, FR, DE, ES & NL

Handbook of Research on Advanced Trends in Microwave and Communication Engineering Book Review:

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 reconfigurable microwave devices, antennas for wireless applications, and wireless communication technologies. Outlining both theoretical and experimental approaches, this publication brings to light the unique design issues of this emerging research, making it an ideal reference source for engineers, researchers, graduate students, and IT professionals.

Computational Intelligence Assisted Design

Computational Intelligence Assisted Design
Author: Yi Chen,Yun Li
Publsiher: CRC Press
Total Pages: 504
Release: 2018-06-19
ISBN 10: 1351649213
ISBN 13: 9781351649216
Language: EN, FR, DE, ES & NL

Computational Intelligence Assisted Design Book Review:

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 CI paradigms and algorithms, inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without difficulty through a few tested MATLAB source codes

Advances in Computer Vision and Information Technology

Advances in Computer Vision and Information Technology
Author: K. V. Kale
Publsiher: I. K. International Pvt Ltd
Total Pages: 1688
Release: 2008-01-01
ISBN 10: 8189866745
ISBN 13: 9788189866747
Language: EN, FR, DE, ES & NL

Advances in Computer Vision and Information Technology Book Review:

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 find the book useful for their future academic and research work. The present treatise comprising 225 articles broadly covers the following topics exhaustively. 01. Advance Networking and Security/Wireless Networking/Cyber Laws 02. Advance Software Computing 03. Artificial Intelligence/Natural Language Processing/ Neural Networks 04. Bioinformatics/Biometrics 05. Data Mining/E-Commerce/E-Learning 06. Image Processing, Content Based Image Retrieval, Medical and Bio-Medical Imaging, Wavelets 07. Information Processing/Audio and Text Processing/Cryptology, Steganography and Digital Watermarking 08. Pattern Recognition/Machine Vision/Image Motion, Video Processing 09. Signal Processing and Communication/Remote Sensing 10. Speech Processing & Recognition, Human Computer Interaction 11. Information and Communication Technology

New Advancements in Swarm Algorithms Operators and Applications

New Advancements in Swarm Algorithms  Operators and Applications
Author: Erik Cuevas,Fernando Fausto,Adrián González
Publsiher: Springer
Total Pages: 296
Release: 2019-04-02
ISBN 10: 3030163393
ISBN 13: 9783030163396
Language: EN, FR, DE, ES & NL

New Advancements in Swarm Algorithms Operators and Applications Book Review:

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, those discussing new alternative approaches are rare. The focus on developments based on the simple modification of popular swarm methods overlooks the opportunity to discover new techniques and procedures that can be useful in solving problems formulated by the academic and industrial communities. Presenting various novel swarm methods and their practical applications, the book helps researchers, lecturers, engineers and practitioners solve their own optimization problems.

Advances in Genetic Programming

Advances in Genetic Programming
Author: Kenneth E.. Kinnear,Kenneth E. Kinnear,Kenneth L. Kinnear, Jr.
Publsiher: MIT Press
Total Pages: 518
Release: 1994
ISBN 10: 9780262111881
ISBN 13: 0262111888
Language: EN, FR, DE, ES & NL

Advances in Genetic Programming Book Review:

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 on how to begin, on what public-domain code is available, and on how to become part of the active genetic programming community via electronic mail.

Meta Heuristics

Meta Heuristics
Author: Stefan Voß,Silvano Martello,Ibrahim H. Osman,Cathérine Roucairol
Publsiher: Springer Science & Business Media
Total Pages: 511
Release: 2012-12-06
ISBN 10: 1461557755
ISBN 13: 9781461557753
Language: EN, FR, DE, ES & NL

Meta Heuristics Book Review:

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 variety of well-known combinatorial optimization problems (including the resource-constrained project scheduling problem and vehicle routing problems). In the second part we find one paper where tabu search and simulated annealing are investigated comparatively and two papers which consider hybrid methods combining tabu search with genetic algorithms. The third part has four papers on genetic and evolutionary algorithms. Part four arrives at a new paradigm within meta-heuristics. The fifth part studies the behavior of parallel local search algorithms mainly from a tabu search perspective. The final part examines a great variety of additional meta-heuristics topics, including neural networks and variable neighbourhood search as well as guided local search. Furthermore, the integration of meta-heuristics with the branch-and-bound paradigm is investigated.

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
Publsiher: Springer
Total Pages: 202
Release: 2016-01-20
ISBN 10: 3319285033
ISBN 13: 9783319285030
Language: EN, FR, DE, ES & NL

Advances of Evolutionary Computation Methods and Operators Book Review:

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 contains nine chapters with the following themes: 1) Introduction, 2) the Social Spider Optimization (SSO), 3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB) algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search (LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE) method, 8) the multimodal CAB, 9) the constrained SSO method.

Database Systems for Advanced Applications

Database Systems for Advanced Applications
Author: Arnab Bhattacharya,Janice Lee Mong Li,Divyakant Agrawal,P. Krishna Reddy,Mukesh Mohania,Anirban Mondal,Vikram Goyal,Rage Uday Kiran
Publsiher: Springer Nature
Total Pages: 556
Release: 2022-04-22
ISBN 10: 303100129X
ISBN 13: 9783031001291
Language: EN, FR, DE, ES & NL

Database Systems for Advanced Applications Book Review:

The three-volume set LNCS 13245, 13246 and 13247 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held online, in April 2021. The total of 72 full papers, along with 76 short papers, are presented in this three-volume set was carefully reviewed and selected from 543 submissions. Additionally, 13 industrial papers, 9 demo papers and 2 PhD consortium papers are included. The conference was planned to take place in Hyderabad, India, but it was held virtually due to the COVID-19 pandemic.

Genetic Programming

Genetic Programming
Author: Marc Ebner,Michael O'Neill,Anikó Ekárt,Leonardo Vanneschi,Anna Isabel Esparcia-Alcázar
Publsiher: Springer Science & Business Media
Total Pages: 380
Release: 2007-04-02
ISBN 10: 3540716025
ISBN 13: 9783540716020
Language: EN, FR, DE, ES & NL

Genetic Programming Book Review:

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.

Information Processing with Evolutionary Algorithms

Information Processing with Evolutionary Algorithms
Author: Manuel Grana,Richard J. Duro,Alicia d'Anjou,Paul P. Wang
Publsiher: Springer Science & Business Media
Total Pages: 334
Release: 2006-03-30
ISBN 10: 1846281172
ISBN 13: 9781846281174
Language: EN, FR, DE, ES & NL

Information Processing with Evolutionary Algorithms Book Review:

Provides a broad sample of current information processing applications Includes examples of successful applications that will encourage practitioners to apply the techniques described in the book to real-life problems

Evolutionary Computing in Advanced Manufacturing

Evolutionary Computing in Advanced Manufacturing
Author: Manoj Tiwari,Jenny A. Harding
Publsiher: John Wiley & Sons
Total Pages: 329
Release: 2011-07-05
ISBN 10: 0470639245
ISBN 13: 9780470639245
Language: EN, FR, DE, ES & NL

Evolutionary Computing in Advanced Manufacturing Book Review:

"This cutting-edge book covers emerging, evolutionary and nature inspired optimization techniques in the field of advanced manufacturing. The complexity of real life advanced manufacturing problems often cannot be solved by traditional engineering or computational methods. Hence, in recent years researchers and practitioners have proposed and developed new strands of advanced, intelligent techniques and methodologies. Evolutionary computing approaches are introduced in the context of a wide range of manufacturing activities, and through the examination of practical problems and their solutions, readers will gain confidence to apply these powerful computing solutions. The initial chapters introduce and discuss the well established evolutionary algorithm, to help readers to understand the basic building blocks and steps required to successfully implement their own solutions to real life advanced manufacturing problems. In the later chapters, modified and improved versions of evolutionary algorithms are discussed. The book concludes with appendices which provide general descriptions of several evolutionary algorithms"--

Optimized Genetic Programming Applications Emerging Research and Opportunities

Optimized Genetic Programming Applications  Emerging Research and Opportunities
Author: Hrnjica, Bahrudin,Danandeh Mehr, Ali
Publsiher: IGI Global
Total Pages: 310
Release: 2018-07-06
ISBN 10: 1522560068
ISBN 13: 9781522560067
Language: EN, FR, DE, ES & NL

Optimized Genetic Programming Applications Emerging Research and Opportunities Book Review:

Data is more valuable than ever in the twenty-first century, and tremendous amounts of data are being generated every second. With a fast-growing information industry, engineers are required to develop new tools and techniques that increase human capabilities of mining useful knowledge from the vast amounts of data. Optimized Genetic Programming Applications: Emerging Research and Opportunities is an essential reference source that explores the concept of genetic programming and its role in managing engineering problems. It also examines genetic programming as a supervised machine learning technique, focusing on implementation and application. As a resource that details both the theoretical aspects and implementation of genetic programming, this book is a useful source for academicians, biological engineers, computer programmers, scientists, researchers, and upper-level students seeking the latest research on genetic programming.