New Achievements In Evolutionary Computation

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New Achievements in Evolutionary Computation

Peter Korosec
New Achievements in Evolutionary Computation Book PDF

Author : Peter Korosec
Publisher : BoD – Books on Demand
Page : 330 pages
File Size : 40,5 Mb
Release : 2010-02-01
Category : Computers
ISBN : 9789533070537

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New Achievements in Evolutionary Computation by Peter Korosec Pdf

Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.

New Achievements in Evolutionary Computation

Peter Korosec
New Achievements in Evolutionary Computation Book PDF

Author : Peter Korosec
Publisher : IntechOpen
Page : 328 pages
File Size : 46,6 Mb
Release : 2010-02-01
Category : Computers
ISBN : 9533070536

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New Achievements in Evolutionary Computation by Peter Korosec Pdf

Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II

Oliver Schütze,Carlos A. Coello Coello,Alexandru-Adrian Tantar,Emilia Tantar,Pascal Bouvry,Pierre Del Moral,Pierrick Legrand
EVOLVE A Bridge between Probability Set Oriented Numerics and Evolutionary Computation II Book PDF

Author : Oliver Schütze,Carlos A. Coello Coello,Alexandru-Adrian Tantar,Emilia Tantar,Pascal Bouvry,Pierre Del Moral,Pierrick Legrand
Publisher : Springer Science & Business Media
Page : 504 pages
File Size : 48,5 Mb
Release : 2012-08-14
Category : Technology & Engineering
ISBN : 9783642315190

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EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation II by Oliver Schütze,Carlos A. Coello Coello,Alexandru-Adrian Tantar,Emilia Tantar,Pascal Bouvry,Pierre Del Moral,Pierrick Legrand Pdf

This book comprises a selection of papers from the EVOLVE 2012 held in Mexico City, Mexico. The aim of the EVOLVE is to build a bridge between probability, set oriented numerics and evolutionary computing, as to identify new common and challenging research aspects. The conference is also intended to foster a growing interest for robust and efficient methods with a sound theoretical background. EVOLVE is intended to unify theory-inspired methods and cutting-edge techniques ensuring performance guarantee factors. By gathering researchers with different backgrounds, a unified view and vocabulary can emerge where the theoretical advancements may echo in different domains. Summarizing, the EVOLVE focuses on challenging aspects arising at the passage from theory to new paradigms and aims to provide a unified view while raising questions related to reliability, performance guarantees and modeling. The papers of the EVOLVE 2012 make a contribution to this goal.

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Mario Giacobini,Leonardo Vanneschi,William S. Bush
Evolutionary Computation Machine Learning and Data Mining in Bioinformatics Book PDF

Author : Mario Giacobini,Leonardo Vanneschi,William S. Bush
Publisher : Springer
Page : 255 pages
File Size : 50,5 Mb
Release : 2012-03-23
Category : Computers
ISBN : 9783642290664

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Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics by Mario Giacobini,Leonardo Vanneschi,William S. Bush Pdf

This book constitutes the refereed proceedings of the 10th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2012, held in Málaga, Spain, in April 2012 co-located with the Evo* 2012 events. The 15 revised full papers presented together with 8 poster papers were carefully reviewed and selected from numerous submissions. Computational Biology is a wide and varied discipline, incorporating aspects of statistical analysis, data structure and algorithm design, machine learning, and mathematical modeling toward the processing and improved understanding of biological data. Experimentalists now routinely generate new information on such a massive scale that the techniques of computer science are needed to establish any meaningful result. As a consequence, biologists now face the challenges of algorithmic complexity and tractability, and combinatorial explosion when conducting even basic analyses.

Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Leonardo Vanneschi,William S. Bush,Mario Giacobini
Evolutionary Computation Machine Learning and Data Mining in Bioinformatics Book PDF

Author : Leonardo Vanneschi,William S. Bush,Mario Giacobini
Publisher : Springer
Page : 226 pages
File Size : 52,6 Mb
Release : 2013-02-26
Category : Computers
ISBN : 9783642371899

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Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics by Leonardo Vanneschi,William S. Bush,Mario Giacobini Pdf

This book constitutes the refereed proceedings of the 11th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2013, held in Vienna, Austria, in April 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoMUSART and EvoApplications. The 10 revised full papers presented together with 9 poster papers were carefully reviewed and selected from numerous submissions. The papers cover a wide range of topics in the field of biological data analysis and computational biology. They address important problems in biology, from the molecular and genomic dimension to the individual and population level, often drawing inspiration from biological systems in oder to produce solutions to biological problems.

Optimization in Industry

Shubhabrata Datta,J. Paulo Davim
Optimization in Industry Book PDF

Author : Shubhabrata Datta,J. Paulo Davim
Publisher : Springer
Page : 352 pages
File Size : 52,5 Mb
Release : 2018-11-03
Category : Technology & Engineering
ISBN : 9783030016418

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Optimization in Industry by Shubhabrata Datta,J. Paulo Davim Pdf

This book describes different approaches for solving industrial problems like product design, process optimization, quality enhancement, productivity improvement and cost minimization. Several optimization techniques are described. The book covers case studies on the applications of classical as well as evolutionary and swarm optimization tools for solving industrial issues. The content is very helpful for industry personnel, particularly engineers from the Operation, R&D and Quality Assurance sectors, and also the academic researchers of different engineering and/or business administration background.

Hybrid Artificial Intelligent Systems

Hilde Pérez García,Lidia Sánchez González,Manuel Castejón Limas,Héctor Quintián Pardo,Emilio Corchado Rodríguez
Hybrid Artificial Intelligent Systems Book PDF

Author : Hilde Pérez García,Lidia Sánchez González,Manuel Castejón Limas,Héctor Quintián Pardo,Emilio Corchado Rodríguez
Publisher : Springer Nature
Page : 782 pages
File Size : 45,7 Mb
Release : 2019-08-26
Category : Computers
ISBN : 9783030298593

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Hybrid Artificial Intelligent Systems by Hilde Pérez García,Lidia Sánchez González,Manuel Castejón Limas,Héctor Quintián Pardo,Emilio Corchado Rodríguez Pdf

This volume constitutes the refereed proceedings of the 14th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2019, held in León, Spain, in September 2019. The 64 full papers published in this volume were carefully reviewed and selected from 134 submissions. They are organized in the following topical sections: data mining, knowledge discovery and big data; bio-inspired models and evolutionary computation; learning algorithms; visual analysis and advanced data processing techniques; data mining applications; and hybrid intelligent applications.

Advances in Evolutionary Computing

Ashish Ghosh,Shigeyoshi Tsutsui
Advances in Evolutionary Computing Book PDF

Author : Ashish Ghosh,Shigeyoshi Tsutsui
Publisher : Springer Science & Business Media
Page : 1001 pages
File Size : 44,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642189654

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Advances in Evolutionary Computing by Ashish Ghosh,Shigeyoshi Tsutsui Pdf

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.

Experimental Research in Evolutionary Computation

Thomas Bartz-Beielstein
Experimental Research in Evolutionary Computation Book PDF

Author : Thomas Bartz-Beielstein
Publisher : Springer Science & Business Media
Page : 221 pages
File Size : 43,8 Mb
Release : 2006-05-09
Category : Computers
ISBN : 9783540320272

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Experimental Research in Evolutionary Computation by Thomas Bartz-Beielstein Pdf

This book introduces the new experimentalism in evolutionary computation, providing tools to understand algorithms and programs and their interaction with optimization problems. It develops and applies statistical techniques to analyze and compare modern search heuristics such as evolutionary algorithms and particle swarm optimization. The book bridges the gap between theory and experiment by providing a self-contained experimental methodology and many examples.

Euro-Par 2016: Parallel Processing Workshops

Frédéric Desprez,Pierre-François Dutot,Christos Kaklamanis,Loris Marchal,Korbinian Molitorisz,Laura Ricci,Vittorio Scarano,Miguel A. Vega-Rodríguez,Ana Lucia Varbanescu,Sascha Hunold,Stephen L. Scott,Stefan Lankes,Josef Weidendorfer
Euro Par 2016 Parallel Processing Workshops Book PDF

Author : Frédéric Desprez,Pierre-François Dutot,Christos Kaklamanis,Loris Marchal,Korbinian Molitorisz,Laura Ricci,Vittorio Scarano,Miguel A. Vega-Rodríguez,Ana Lucia Varbanescu,Sascha Hunold,Stephen L. Scott,Stefan Lankes,Josef Weidendorfer
Publisher : Springer
Page : 829 pages
File Size : 52,9 Mb
Release : 2017-05-26
Category : Computers
ISBN : 9783319589435

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Euro-Par 2016: Parallel Processing Workshops by Frédéric Desprez,Pierre-François Dutot,Christos Kaklamanis,Loris Marchal,Korbinian Molitorisz,Laura Ricci,Vittorio Scarano,Miguel A. Vega-Rodríguez,Ana Lucia Varbanescu,Sascha Hunold,Stephen L. Scott,Stefan Lankes,Josef Weidendorfer Pdf

This book constitutes the proceedings of the workshops of the 23rd International Conference on Parallel and Distributed Computing, Euro-Par 2016, held in Grenoble, France in August 2016. The 65 full papers presented were carefully reviewed and selected from 95 submissions. The volume includes the papers from the following workshops: Euro-EDUPAR (Second European Workshop on Parallel and Distributed Computing Education for Undergraduate Students) – HeteroPar 2016 (the 14th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms) – IWMSE (5th International Workshop on Multicore Software Engineering) – LSDVE (Fourth Workshop on Large-Scale Distributed Virtual Environments) - PADABS (Fourth Workshop on Parallel and Distributed Agent-Based Simulations) – PBio (Fourth International Workshop on Parallelism in Bioinformatics) – PELGA (Second Workshop on Performance Engineering for Large-Scale Graph Analytics) – REPPAR (Third International Workshop on Reproducibility in Parallel Computing) – Resilience (9th Workshop in Resilience in High Performance Computing in Clusters, Clouds, and Grids) – ROME (Fourth Workshop on Runtime and Operating Systems for the Many-Core Era) – UCHPC (9th Workshop on UnConventional High-Performance Computing).

Fuzzy Controllers

Sohail Iqbal,Nora Boumela
Fuzzy Controllers Book PDF

Author : Sohail Iqbal,Nora Boumela
Publisher : BoD – Books on Demand
Page : 593 pages
File Size : 49,7 Mb
Release : 2012-09-27
Category : Computers
ISBN : 9789535107590

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Fuzzy Controllers by Sohail Iqbal,Nora Boumela Pdf

Fuzzy control theory is an emerging area of research. At the core of many engineering problems is the problem of control of different systems. These systems range all the way from classical inverted pendulum to auto-focusing system of a digital camera. Fuzzy control systems have demonstrated their enhanced performance in all these areas. Progress in this domain is very fast and there was critical need of a book that captures all the recent advances both in theory and in applications. Serving this purpose, this book is conceived. This book will provide you a very clear picture of current status of fuzzy control research. This book is intended for researchers, engineers, and postgraduate students specializing in fuzzy systems, control engineering, and robotics.

Theory and Practice of Natural Computing

Adrian-Horia Dediu,Carlos Martín-Vide,Bianca Truthe
Theory and Practice of Natural Computing Book PDF

Author : Adrian-Horia Dediu,Carlos Martín-Vide,Bianca Truthe
Publisher : Springer
Page : 237 pages
File Size : 42,8 Mb
Release : 2012-09-26
Category : Computers
ISBN : 9783642338601

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Theory and Practice of Natural Computing by Adrian-Horia Dediu,Carlos Martín-Vide,Bianca Truthe Pdf

This book constitutes the refereed proceedings of the First International Conference, TPNC 2012, held in Tarragona, Spain, in October 2012. The 12 revised full papers presented together with 6 invited talks were carefully reviewed and selected from 34 submissions. The papers are organized in topical sections on nature-inspired models of computation; synthesizing nature by means of computation; nature-inspired materials; and information processing in nature.

Geographic Information Systems: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
Geographic Information Systems Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2281 pages
File Size : 42,7 Mb
Release : 2012-09-30
Category : Technology & Engineering
ISBN : 9781466620391

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Geographic Information Systems: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Developments in technologies have evolved in a much wider use of technology throughout science, government, and business; resulting in the expansion of geographic information systems. GIS is the academic study and practice of presenting geographical data through a system designed to capture, store, analyze, and manage geographic information. Geographic Information Systems: Concepts, Methodologies, Tools, and Applications is a collection of knowledge on the latest advancements and research of geographic information systems. This book aims to be useful for academics and practitioners involved in geographical data.

Advances in Intelligent Information Hiding and Multimedia Signal Processing

Shu-Chuan Chu,Shi-Huang Chen,Zhenyu Meng,Keun Ho Ryu,George A. Tsihrintzis
Advances in Intelligent Information Hiding and Multimedia Signal Processing Book PDF

Author : Shu-Chuan Chu,Shi-Huang Chen,Zhenyu Meng,Keun Ho Ryu,George A. Tsihrintzis
Publisher : Springer Nature
Page : 335 pages
File Size : 55,6 Mb
Release : 2022-07-05
Category : Technology & Engineering
ISBN : 9789811910579

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Advances in Intelligent Information Hiding and Multimedia Signal Processing by Shu-Chuan Chu,Shi-Huang Chen,Zhenyu Meng,Keun Ho Ryu,George A. Tsihrintzis Pdf

The book presents selected papers from the 17th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, in conjunction with the 14th International Conference on Frontiers of Information Technology, Applications and Tools, held on October 29 – 31, 2021, in Kaohsiung, Taiwan. It is divided into two volumes and discusses latest research outcomes in the field of information technology (IT) including but not limited to information hiding, multimedia signal processing, big data, data mining, bioinformatics, database, industrial and Internet of things, and their applications.

Logistics Management and Optimization through Hybrid Artificial Intelligence Systems

Ortiz Zezzatti, Carlos Alberto Ochoa
Logistics Management and Optimization through Hybrid Artificial Intelligence Systems Book PDF

Author : Ortiz Zezzatti, Carlos Alberto Ochoa
Publisher : IGI Global
Page : 541 pages
File Size : 50,6 Mb
Release : 2012-03-31
Category : Computers
ISBN : 9781466602984

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Logistics Management and Optimization through Hybrid Artificial Intelligence Systems by Ortiz Zezzatti, Carlos Alberto Ochoa Pdf

"This book offers the latest research within the field of HAIS, surveying the broad topics and collecting case studies, future directions, and cutting edge analyses, investigating biologically inspired algorithms such as ant colony optimization and particle swarm optimization"--