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21 produkter

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21 produkter

Introduction to Metaheuristics for Optimization
AvBastien Chopard,Marco Tomassini
Inbunden, Engelska, 2018
560 kr
Skickas inom 10-15 vardagar
The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.
Introduction to Metaheuristics for Optimization
AvMarco Tomassini,Bastien Chopard
E-bok
PDF, Engelska, 2018
718 kr
Läs direkt efter köp
The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. The authors are experienced, interdisciplinary lecturers and researchers and in their explanations they demonstrate many shared foundational concepts among the key methodologies.
This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.
Spatially Structured Evolutionary Algorithms
Artificial Evolution in Space and Time
AvMarco Tomassini
Inbunden, Engelska, 2005
577 kr
Skickas inom 10-15 vardagar
Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.
Genetic Programming
8th European Conference, EuroGP 2005, Lausanne, Switzerland, March 30-April 1, 2005, Proceedings
AvMaarten Keijzer,Andrea Tettamanzim. fl.
Häftad, Engelska, 2005
577 kr
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In this volume we present the contributions for the 18th European Conference on Genetic Programming (EuroGP 2005). The conference took place from 30 March to 1 April in Lausanne, Switzerland. EuroGP is a well-established conf- ence and the only one exclusively devoted to genetic programming. All previous proceedings were published by Springer in the LNCS series. From the outset, EuroGP has been co-located with the EvoWorkshops focusing on applications of evolutionary computation. Since 2004, EvoCOP, the conference on evolutionary combinatorial optimization, has also been co-located with EuroGP, making this year’s combined events one of the largest dedicated to evolutionary computation in Europe. Genetic programming (GP) is evolutionary computation that solves complex problems or tasks by evolving and adapting a population of computer programs, using Darwinian evolution and Mendelian genetics as its sources of inspiration. Some of the 34 papers included in these proceedings address foundational and theoretical issues and there is also a wide variety of papers dealing with di?erent application areas, such as computer science, engineering, language processing, biology and computational design, demonstrating that GP is a powerful and practical problem-solving paradigm.
Spatially Structured Evolutionary Algorithms
Artificial Evolution in Space and Time
AvMarco Tomassini
E-bok
PDF, Engelska, 2005
718 kr
Läs direkt efter köp
Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.
The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.
Genetic Programming
8th European Conference, EuroGP 2005, Lausanne, Switzerland, March 30-April 1, 2005, Proceedings
AvMarco Tomassini,Jano van Hemertm. fl.
E-bok
PDF, Engelska, 2005
718 kr
Läs direkt efter köp
In this volume we present the contributions for the 18th European Conference on Genetic Programming (EuroGP 2005). The conference took place from 30 March to 1 April in Lausanne, Switzerland. EuroGP is a well-established conf- ence and the only one exclusively devoted to genetic programming. All previous proceedings were published by Springer in the LNCS series. From the outset, EuroGP has been co-located with the EvoWorkshops focusing on applications of evolutionary computation. Since 2004, EvoCOP, the conference on evolutionary combinatorial optimization, has also been co-located with EuroGP, making this year’s combined events one of the largest dedicated to evolutionary computation in Europe. Genetic programming (GP) is evolutionary computation that solves complex problems or tasks by evolving and adapting a population of computer programs, using Darwinian evolution and Mendelian genetics as its sources of inspiration. Some of the 34 papers included in these proceedings address foundational and theoretical issues and there is also a wide variety of papers dealing with di?erent application areas, such as computer science, engineering, language processing, biology and computational design, demonstrating that GP is a powerful and practical problem-solving paradigm.
Genetic Programming
9th European Conference, EuroGP 2006, Budapest, Hungary, April 10-12, 2006. Proceedings
AvPierre Collet,Marco Tomassinim. fl.
Häftad, Engelska, 2006
577 kr
Skickas inom 10-15 vardagar
This book constitutes the refereed proceedings of the 9th European Conference on Genetic Programming, EuroGP 2006, held in Budapest, Hungary, in April 2006, colocated with EvoCOP 2006. The 21 revised plenary papers and 11 revised poster papers were carefully reviewed and selected from 59 submissions. The papers address fundamental and theoretical issues, along with a wide variety of papers dealing with different application areas.
Genetic Programming
9th European Conference, EuroGP 2006, Budapest, Hungary, April 10-12, 2006. Proceedings
AvAniko Ekart,Steven Gustafsonm. fl.
E-bok
PDF, Engelska, 2006
739 kr
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Genetic Programming
4th European Conference, EuroGP 2001 Lake Como, Italy, April 18–20, 2001 Proceedings
AvJ. Miller,M. Tomassinim. fl.
Häftad, Engelska, 2001
577 kr
Skickas inom 10-15 vardagar
In this volume are the proceedings of the fourth European conference on - netic Programming (EuroGP 2001) which took place at Lake Como in Italy on April, 18{20 2001. EuroGP has become r mly established as the premier - ropean event devoted to Genetic Programming. EuroGP began life in 1998 as an international workshop and was held in Paris (14{15 April, LNCS 1391). - ter that it was held in Got .. eborg, Sweden (26{27 May 1999, LNCS 1598). Its r st appearance as a conference was last year in Edinburgh in Scotland (15{ 16 April, LNCS 1802). Each year EuroGP has been co-located with a series of specialist workshops (LNCS 1468, 1596, 1803). This year was no exception and EvoWorkshops 2001 were also held at Lake Como (18-19 April, LNCS 2037). Genetic Programming (GP) refers to a branch of Evolutionary Compu- tion in which computer programs are automatically generated over a period of time using a process that mimics Darwinian evolution. The 30 papers in these proceedings more than amply demonstrate the wide and varied applicability of GP.There are papers that apply GP to robotics, artic ial retina, character recognition, nancialprediction, digitall terandelectronic circuitdesign,image processing, data fusion, and biosequencing. In addition there are many papers that address foundational and theoretical issues. Arigorousdouble-blindrefereeing systemwasappliedtothe42submitted- pers. This resulted in 17 plenary talks(40% of those submitted) and 13 research posters.
Soft Computing
Integrating Evolutionary, Neural, and Fuzzy Systems
AvAndrea Tettamanzi,Marco Tomassini
Inbunden, Engelska, 2001
560 kr
Skickas inom 10-15 vardagar
Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically.This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
Cellular Automata
5th International Conference on Cellular Automata for Research and Industry, ACRI 2002, Geneva, Switzerland, October 9-11, 2002, Proceedings
AvBastien Chopard,Marco Tomassini
Häftad, Engelska, 2002
577 kr
Skickas inom 10-15 vardagar
This volume contains the proceedings of the Fifth International Conference on Cellular Automata for Research and Industry (ACRI 2002) that was held in - neva on October 9–11, 2002. After more modest beginnings in 1994 as a largely Italian conference, over the years ACRI has gradually become ?rmly established as one of the premier conferences in the ?eld of cellular automata in Europe and beyond. Althoughthe?eldofcellularautomataisarelativelyoldandestablishedone, these simple but powerful systems and their newer variations continue to attract the interest of researchers after more than half a century since the seminal work of Ulam and Von Neumann. The ACRI series of conferences has the ambition of being an internationally renowned forum for all those interested in the theory and applications of cellular systems. The contributions collected in this volume concern cellular automata in - rious?eldssuchastheory,implementationsandapplications.Inaddition,several ?eldsofresearch(e.g.themulti-agentsapproach)adoptmethodologiesthatshow strict a?nities to cellular automata, but without the label “Cellular Automata”. Therefore, one of our intentions was to enlarge the cellular automata community to include new related techniques.
Genetic Programming
4th European Conference, EuroGP 2001 Lake Como, Italy, April 18–20, 2001 Proceedings
AvWilliam B. Langdon,Andrea G.B. Tettamanzim. fl.
E-bok
PDF, Engelska, 2003
739 kr
Läs direkt efter köp
Cellular Automata
5th International Conference on Cellular Automata for Research and Industry, ACRI 2002, Geneva, Switzerland, October 9-11, 2002, Proceedings
AvMarco Tomassini,Bastien Chopard
E-bok
PDF, Engelska, 2003
739 kr
Läs direkt efter köp
This volume contains the proceedings of the Fifth International Conference on Cellular Automata for Research and Industry (ACRI 2002) that was held in - neva on October 9–11, 2002. After more modest beginnings in 1994 as a largely Italian conference, over the years ACRI has gradually become ?rmly established as one of the premier conferences in the ?eld of cellular automata in Europe and beyond. Althoughthe?eldofcellularautomataisarelativelyoldandestablishedone, these simple but powerful systems and their newer variations continue to attract the interest of researchers after more than half a century since the seminal work of Ulam and Von Neumann. The ACRI series of conferences has the ambition of being an internationally renowned forum for all those interested in the theory and applications of cellular systems. The contributions collected in this volume concern cellular automata in - rious?eldssuchastheory,implementationsandapplications.Inaddition,several ?eldsofresearch(e.g.themulti-agentsapproach)adoptmethodologiesthatshow strict a?nities to cellular automata, but without the label “Cellular Automata”. Therefore, one of our intentions was to enlarge the cellular automata community to include new related techniques.
Towards Evolvable Hardware
The Evolutionary Engineering Approach
AvEduardo Sanchez,Marco Tomassini
Häftad, Engelska, 1996
577 kr
Skickas inom 10-15 vardagar
Evolutionary computing, inspired by the biological world, is one of the emergent technologies of our time. Being essentially a software activity, it has been successfully applied, e.g. for optimization and machine learning in various areas. The tremendous increase in computational power and, more recently, the appearance of a new generation of programmable logic devices allow for a new approach to designing computing machines inspired by biological models: it is now possible to make the hardware itself evolve.This book is based on a workshop on evolvable hardware, held in Lausanne, Switzerland, in October 1995. It reports the state of the art of research in this field and presents two introductory chapters, written with the novice reader in mind.
Spatially Structured Evolutionary Algorithms
Artificial Evolution in Space and Time
AvMarco Tomassini
Häftad, Engelska, 2010
577 kr
Skickas inom 10-15 vardagar
Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.
Soft Computing
Integrating Evolutionary, Neural, and Fuzzy Systems
AvAndrea Tettamanzi,Marco Tomassini
Häftad, Engelska, 2010
560 kr
Skickas inom 10-15 vardagar
Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically.This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
Adaptive and Natural Computing Algorithms
11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013, Proceedings
AvMarco Tomassini,Alberto Antonionim. fl.
Häftad, Engelska, 2013
577 kr
Skickas inom 10-15 vardagar
The book constitutes the refereed proceedings of the 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2013, held in Lausanne, Switzerland, in April 2013. The 51 revised full papers presented were carefully reviewed and selected from a total of 91 submissions. The papers are organized in topical sections on neural networks, evolutionary computation, soft computing, bioinformatics and computational biology, advanced computing, and applications.
Adaptive and Natural Computing Algorithms
11th International Conference, ICANNGA 2013, Lausanne, Switzerland, April 4-6, 2013, Proceedings
AvPierre Buesser,Fabio Daoliom. fl.
E-bok
PDF, Engelska, 2013
718 kr
Läs direkt efter köp
The book constitutes the refereed proceedings of the 11th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2013, held in Lausanne, Switzerland, in April 2013. The 51 revised full papers presented were carefully reviewed and selected from a total of 91 submissions. The papers are organized in topical sections on neural networks, evolutionary computation, soft computing, bioinformatics and computational biology, advanced computing, and applications.
Soft Computing
Integrating Evolutionary, Neural, and Fuzzy Systems
AvMarco Tomassini,Andrea Tettamanzi
E-bok
PDF, Engelska, 2013
712 kr
Läs direkt efter köp
Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically.This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
Introduction to Metaheuristics for Optimization
AvBastien Chopard,Marco Tomassini
Inbunden, Engelska, 2026
726 kr
Skickas inom 10-15 vardagar
This book proposes an introduction to metaheuristics, combining a theoretical understanding with the practical skill to use and develop these methods. Optimization is central to most domains of science, whether academic or industrial. The solution to many real life problems rely on our ability to find the maximum or minimum of some quantity of interest. However, many of these problems are referred to as “hard optimization” problems, meaning that they quickly become numerically intractable and cannot be solved by traditional optimization techniques. Metaheuristics are methods, inspired by physical processes, Darwinian evolution, animal behaviors, and other phenomena observed in Nature, which usually find optimal values of satisfactory quality within acceptable computing resources. As such, they are an essential tool for the optimization community.This textbook is suitable for advanced undergraduates in computer science and engineering, as well as for students and researchers from other disciplines looking for a concise and clear introduction to metaheuristic methods for optimization.
Introduction to Metaheuristics for Optimization
AvMarco Tomassini,Bastien Chopard
E-bok
Engelska, 2026
877 kr
Läs direkt efter köp
This book proposes an introduction to metaheuristics, combining a theoretical understanding with the practical skill to use and develop these methods. Optimization is central to most domains of science, whether academic or industrial. The solution to many real life problems rely on our ability to find the maximum or minimum of some quantity of interest. However, many of these problems are referred to as “hard optimization” problems, meaning that they quickly become numerically intractable and cannot be solved by traditional optimization techniques. Metaheuristics are methods, inspired by physical processes, Darwinian evolution, animal behaviors, and other phenomena observed in Nature, which usually find optimal values of satisfactory quality within acceptable computing resources. As such, they are an essential tool for the optimization community.This textbook is suitable for advanced undergraduates in computer science and engineering, as well as for students and researchers from other disciplines looking for a concise and clear introduction to metaheuristic methods for optimization.

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Marco Tomassini – författare

Introduction to Metaheuristics for Optimization

Introduction to Metaheuristics for Optimization

Spatially Structured Evolutionary Algorithms

Genetic Programming

Spatially Structured Evolutionary Algorithms

Genetic Programming

Genetic Programming

Genetic Programming

Genetic Programming

Soft Computing

Cellular Automata

Genetic Programming

Cellular Automata

Towards Evolvable Hardware

Spatially Structured Evolutionary Algorithms

Soft Computing

Adaptive and Natural Computing Algorithms

Adaptive and Natural Computing Algorithms

Soft Computing

Introduction to Metaheuristics for Optimization

Introduction to Metaheuristics for Optimization

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