Design Of Modern Heuristics

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Design of Modern Heuristics

Franz Rothlauf
Design of Modern Heuristics Book PDF

Author : Franz Rothlauf
Publisher : Springer Science & Business Media
Page : 267 pages
File Size : 42,7 Mb
Release : 2011-07-17
Category : Computers
ISBN : 9783540729624

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Design of Modern Heuristics by Franz Rothlauf Pdf

Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches. The author takes a different approach in this textbook by focusing on the users' needs and answering three fundamental questions: First, he tells us which problems modern heuristics are expected to perform well on, and which should be left to traditional optimization methods. Second, he teaches us to systematically design the "right" modern heuristic for a particular problem by providing a coherent view on design elements and working principles. Third, he shows how we can make use of problem-specific knowledge for the design of efficient and effective modern heuristics that solve not only small toy problems but also perform well on large real-world problems. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use. This book is written in an easy-to-read style and it is aimed at students and practitioners in computer science, operations research and information systems who want to understand modern heuristics and are interested in a guide to their systematic design and use.

How to Solve It: Modern Heuristics

Zbigniew Michalewicz,David B. Fogel
How to Solve It Modern Heuristics Book PDF

Author : Zbigniew Michalewicz,David B. Fogel
Publisher : Springer Science & Business Media
Page : 560 pages
File Size : 47,6 Mb
Release : 2013-03-14
Category : Computers
ISBN : 9783662078075

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How to Solve It: Modern Heuristics by Zbigniew Michalewicz,David B. Fogel Pdf

No pleasure lasts long unless there is variety in it. Publilius Syrus, Moral Sayings We've been very fortunate to receive fantastic feedback from our readers during the last four years, since the first edition of How to Solve It: Modern Heuristics was published in 1999. It's heartening to know that so many people appreciated the book and, even more importantly, were using the book to help them solve their problems. One professor, who published a review of the book, said that his students had given the best course reviews he'd seen in 15 years when using our text. There can be hardly any better praise, except to add that one of the book reviews published in a SIAM journal received the best review award as well. We greatly appreciate your kind words and personal comments that you sent, including the few cases where you found some typographical or other errors. Thank you all for this wonderful support.

Modern Heuristic Optimization Techniques

Kwang Y. Lee,Mohamed A. El-Sharkawi
Modern Heuristic Optimization Techniques Book PDF

Author : Kwang Y. Lee,Mohamed A. El-Sharkawi
Publisher : John Wiley & Sons
Page : 616 pages
File Size : 42,9 Mb
Release : 2008-01-28
Category : Technology & Engineering
ISBN : 9780470225851

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Modern Heuristic Optimization Techniques by Kwang Y. Lee,Mohamed A. El-Sharkawi Pdf

This book explores how developing solutions with heuristic tools offers two major advantages: shortened development time and more robust systems. It begins with an overview of modern heuristic techniques and goes on to cover specific applications of heuristic approaches to power system problems, such as security assessment, optimal power flow, power system scheduling and operational planning, power generation expansion planning, reactive power planning, transmission and distribution planning, network reconfiguration, power system control, and hybrid systems of heuristic methods.

Modern Heuristic Techniques for Combinatorial Problems

Colin R. Reeves
Modern Heuristic Techniques for Combinatorial Problems Book PDF

Author : Colin R. Reeves
Publisher : Unknown
Page : 0 pages
File Size : 43,7 Mb
Release : 1995
Category : Artificial intelligence
ISBN : 0077092392

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Modern Heuristic Techniques for Combinatorial Problems by Colin R. Reeves Pdf

Experienced researchers describe the latest types of heuristic procedures. Artificial networks, simulated annealing, Tabu search, Lagrangean relaxation, genetic algorithms and evaluation of heuristics are among the subjects discussed.

Facility Location

Zvi Drezner,Horst W. Hamacher
Facility Location Book PDF

Author : Zvi Drezner,Horst W. Hamacher
Publisher : Springer Science & Business Media
Page : 482 pages
File Size : 53,9 Mb
Release : 2004-05-03
Category : Business & Economics
ISBN : 3540213457

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Facility Location by Zvi Drezner,Horst W. Hamacher Pdf

The book covers both theory and applications of locational analysis (LocAn). The reader will see the power of LocAn models in various real-world contexts, varying from communication design to robotics and mail delivery. It is divided into two parts. The first part contains an overview of some of the LocAn methodologies. The second part describes in thorough detail some selected applications. The text provides researchers with an excellent and well thought-out review of available location models.

Applications of Modern Heuristic Optimization Methods in Power and Energy Systems

Kwang Y. Lee,Zita A. Vale
Applications of Modern Heuristic Optimization Methods in Power and Energy Systems Book PDF

Author : Kwang Y. Lee,Zita A. Vale
Publisher : John Wiley & Sons
Page : 896 pages
File Size : 49,6 Mb
Release : 2020-04-14
Category : Science
ISBN : 9781119602293

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Applications of Modern Heuristic Optimization Methods in Power and Energy Systems by Kwang Y. Lee,Zita A. Vale Pdf

Reviews state-of-the-art technologies in modern heuristic optimization techniques and presents case studies showing how they have been applied in complex power and energy systems problems Written by a team of international experts, this book describes the use of metaheuristic applications in the analysis and design of electric power systems. This includes a discussion of optimum energy and commitment of generation (nonrenewable & renewable) and load resources during day-to-day operations and control activities in regulated and competitive market structures, along with transmission and distribution systems. Applications of Modern Heuristic Optimization Methods in Power and Energy Systems begins with an introduction and overview of applications in power and energy systems before moving on to planning and operation, control, and distribution. Further chapters cover the integration of renewable energy and the smart grid and electricity markets. The book finishes with final conclusions drawn by the editors. Applications of Modern Heuristic Optimization Methods in Power and Energy Systems: Explains the application of differential evolution in electric power systems' active power multi-objective optimal dispatch Includes studies of optimization and stability in load frequency control in modern power systems Describes optimal compliance of reactive power requirements in near-shore wind power plants Features contributions from noted experts in the field Ideal for power and energy systems designers, planners, operators, and consultants, Applications of Modern Heuristic Optimization Methods in Power and Energy Systems will also benefit engineers, software developers, researchers, academics, and students.

Modern Heuristic Search Methods

V. J. Rayward-Smith
Modern Heuristic Search Methods Book PDF

Author : V. J. Rayward-Smith
Publisher : John Wiley & Sons
Page : 320 pages
File Size : 40,8 Mb
Release : 1996-12-23
Category : Computers
ISBN : UOM:39015040654199

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Modern Heuristic Search Methods by V. J. Rayward-Smith Pdf

Including contributions from leading experts in the field, this book covers applications and developments of heuristic search methods for solving complex optimization problems. The book covers various local search strategies including genetic algorithms, simulated annealing, tabu search and hybrids thereof. These methods have proved extraordinarily successful by solving some of the most difficult, real-world problems. At the interface between Artificial Intelligence and Operational Research, research in this exciting area is progressing apace spurred on by the needs of industry and commerce. The introductory chapter provides a clear overview of the basic techniques and useful pointers to further reading and to current research. The second section of the book covers some of the most recent and exciting developments of the basic techniques, with suggestions not only for extending and improving these but also for hybridizing and incorporating automatic adaption. The third section contains a number of case studies, surveys and comparative studies which span a wide range of application areas ranging from the classic Steiner tree problem to more practical problems arising in telecommunications and data analysis. The coverage of the latest research and the illustrative case studies will ensure that the book is invaluable for researchers and professionals with an interest in heuristic search methods.

Engaging Older Adults with Modern Technology: Internet Use and Information Access Needs

Zheng, Robert Z.
Engaging Older Adults with Modern Technology Internet Use and Information Access Needs Book PDF

Author : Zheng, Robert Z.
Publisher : IGI Global
Page : 420 pages
File Size : 40,9 Mb
Release : 2012-08-31
Category : Computers
ISBN : 9781466619678

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Engaging Older Adults with Modern Technology: Internet Use and Information Access Needs by Zheng, Robert Z. Pdf

The study of older adults and internet use has emerged as a specific area of interest which covers a wide range of topics ranging from behaviors of senior adults in information search to attitude toward the internet, to the use of the internet for personal and health issues, and to cognitive constrains of seniors in Internet use. Engaging Older Adults with Modern Technology: Internet Use and Information Access Needs takes a structured approach to the research in aging and digital technology in which older adults’ use of internet and other forms of digital technologies is studied through the lenses of cognitive functioning, motivation, and affordances of new technology. This book identifies the role and function of internet and other forms of digital technology in older adult learning. It also bridges the theories with practices in older adults’ internet/digital technology use by focusing on effective design and development of internet and other digital technologies for older adults’ learning. This title is targeted towards educators globally with an emphasis on diverse aspects in older adult and internet learning that include learner characteristics, cognition, design principles and applications.

Design Science

Vladimir Hubka,W.Ernst Eder
Design Science Book PDF

Author : Vladimir Hubka,W.Ernst Eder
Publisher : Springer Science & Business Media
Page : 261 pages
File Size : 44,9 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781447130918

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Design Science by Vladimir Hubka,W.Ernst Eder Pdf

It is the aim of this study to present a framework for the design of technical systems. This can be achieved through a general Design Science, a knowledge system in which products are seen as objects to be developed within engineering design processes. The authors have developed this design science from a division of the knowledge system along two axes. One deals with knowledge about technical systems and design processes while the other presents descriptive statements. Relationships among the various sections of the knowledge system are made clear. Well-known insights into engineering design, the process, its management and its products are placed into new contexts. Particular attention is given to various areas of applicability. Widespread use throughout is made of easily assimilated diagrams and models.

Advances in Artificial Intelligence - IBERAMIA 2002

Francisco J. Garijo,José C. Riquelme,Miguel Toro Bonilla
Advances in Artificial Intelligence IBERAMIA 2002 Book PDF

Author : Francisco J. Garijo,José C. Riquelme,Miguel Toro Bonilla
Publisher : Springer
Page : 958 pages
File Size : 55,8 Mb
Release : 2003-06-30
Category : Computers
ISBN : 9783540361312

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Advances in Artificial Intelligence - IBERAMIA 2002 by Francisco J. Garijo,José C. Riquelme,Miguel Toro Bonilla Pdf

The 8th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2002, took place in Spain for the second time in 14 years; the first conference was organized in Barcelona in January 1988. The city of Seville hosted this 8th conference, giving the participants the opportunity of enjoying the richness of its historical and cultural atmosphere. Looking back over these 14 years, key aspects of the conference, such as its structure, organization, the quantity and quality of submissions, the publication policy, and the number of attendants, have significantly changed. Some data taken from IBERAMIA’88 and IBERAMIA 2002 may help to illustrate these changes. IBERAMIA’88 was planned as an initiative of three Ibero-American AI associations: the Spanish Association for AI (AEPIA), the Mexican Association for AI (SMIA), and the Portuguese Association for AI (APIA). The conference was organized by the AEPIA staff, including the AEPIA president, José Cuena, the secretary, Felisa Verdejo, and other members of the AEPIA board. The proceedings of IBERAMIA’88 contain 22 full papers grouped into six areas: knowledge representation and reasoning, learning, AI tools, expert systems, language, and vision. Papers were written in the native languages of the participants: Spanish, Portuguese, and Catalan. Twenty extended abstracts describing ongoing projects were also included in the proceedings.

Current Air Quality Issues

Farhad Nejadkoorki
Current Air Quality Issues Book PDF

Author : Farhad Nejadkoorki
Publisher : BoD – Books on Demand
Page : 658 pages
File Size : 43,9 Mb
Release : 2015-10-21
Category : Technology & Engineering
ISBN : 9789535121800

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Current Air Quality Issues by Farhad Nejadkoorki Pdf

Air pollution is thus far one of the key environmental issues in urban areas. Comprehensive air quality plans are required to manage air pollution for a particular area. Consequently, air should be continuously sampled, monitored, and modeled to examine different action plans. Reviews and research papers describe air pollution in five main contexts: Monitoring, Modeling, Risk Assessment, Health, and Indoor Air Pollution. The book is recommended to experts interested in health and air pollution issues.

Innovations in Bio-inspired Computing and Applications

Ajith Abraham,Pavel Krömer,Václav Snášel
Innovations in Bio inspired Computing and Applications Book PDF

Author : Ajith Abraham,Pavel Krömer,Václav Snášel
Publisher : Springer Science & Business Media
Page : 306 pages
File Size : 49,6 Mb
Release : 2013-08-04
Category : Technology & Engineering
ISBN : 9783319017815

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Innovations in Bio-inspired Computing and Applications by Ajith Abraham,Pavel Krömer,Václav Snášel Pdf

This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at IBICA2013, the 4th International Conference on Innovations in Bio-inspired Computing and Applications. The aim of IBICA 2013 was to provide a platform for world research leaders and practitioners, to discuss the full spectrum of current theoretical developments, emerging technologies, and innovative applications of Bio-inspired Computing. Bio-inspired Computing is currently one of the most exciting research areas, and it is continuously demonstrating exceptional strength in solving complex real life problems. The main driving force of the conference is to further explore the intriguing potential of Bio-inspired Computing. IBICA 2013 was held in Ostrava, Czech Republic and hosted by the VSB - Technical University of Ostrava.

Evolutionary Computation in Gene Regulatory Network Research

Hitoshi Iba,Nasimul Noman
Evolutionary Computation in Gene Regulatory Network Research Book PDF

Author : Hitoshi Iba,Nasimul Noman
Publisher : John Wiley & Sons
Page : 464 pages
File Size : 48,7 Mb
Release : 2016-02-23
Category : Computers
ISBN : 9781118911518

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Evolutionary Computation in Gene Regulatory Network Research by Hitoshi Iba,Nasimul Noman Pdf

Introducing a handbook for gene regulatory network research using evolutionary computation, with applications for computer scientists, computational and system biologists This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC). The book is organized into four parts that deliver materials in a way equally attractive for a reader with training in computation or biology. Each of these sections, authored by well-known researchers and experienced practitioners, provides the relevant materials for the interested readers. The first part of this book contains an introductory background to the field. The second part presents the EC approaches for analysis and reconstruction of GRN from gene expression data. The third part of this book covers the contemporary advancements in the automatic construction of gene regulatory and reaction networks and gives direction and guidelines for future research. Finally, the last part of this book focuses on applications of GRNs with EC in other fields, such as design, engineering and robotics. • Provides a reference for current and future research in gene regulatory networks (GRN) using evolutionary computation (EC) • Covers sub-domains of GRN research using EC, such as expression profile analysis, reverse engineering, GRN evolution, applications • Contains useful contents for courses in gene regulatory networks, systems biology, computational biology, and synthetic biology • Delivers state-of-the-art research in genetic algorithms, genetic programming, and swarm intelligence Evolutionary Computation in Gene Regulatory Network Research is a reference for researchers and professionals in computer science, systems biology, and bioinformatics, as well as upper undergraduate, graduate, and postgraduate students. Hitoshi Iba is a Professor in the Department of Information and Communication Engineering, Graduate School of Information Science and Technology, at the University of Tokyo, Toyko, Japan. He is an Associate Editor of the IEEE Transactions on Evolutionary Computation and the journal of Genetic Programming and Evolvable Machines. Nasimul Noman is a lecturer in the School of Electrical Engineering and Computer Science at the University of Newcastle, NSW, Australia. From 2002 to 2012 he was a faculty member at the University of Dhaka, Bangladesh. Noman is an Editor of the BioMed Research International journal. His research interests include computational biology, synthetic biology, and bioinformatics.

Cultural Algorithms

Shahin Jalili
Cultural Algorithms Book PDF

Author : Shahin Jalili
Publisher : Springer Nature
Page : 277 pages
File Size : 46,8 Mb
Release : 2022-11-24
Category : Technology & Engineering
ISBN : 9789811946332

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Cultural Algorithms by Shahin Jalili Pdf

This book covers the latest advances in Cultural Algorithms, their general framework, different variants, hybridized versions with other meta-heuristic and search techniques, and their applications. Cultural Algorithms are meta-heuristic numerical optimization techniques inspired by the bio-cultural evolutionary theory, in which both types of vertical and horizontal learning behaviors are modeled. The book includes well-briefed basics of optimization and theoretical backgrounds of Cultural Algorithms in its initial chapters and then discusses their applications in different branches of science and engineering. It provides detailed mathematical formulations and algorithmic pseudo-codes of hybridized, extended, and multi-population variants of cultural algorithms. The book will serve the research students, fellows, professors, and industry professionals to implement real-time applications of Cultural Algorithms.

Innovative Research Methodologies in Management

Luiz Moutinho,Mladen Sokele
Innovative Research Methodologies in Management Book PDF

Author : Luiz Moutinho,Mladen Sokele
Publisher : Springer
Page : 282 pages
File Size : 50,9 Mb
Release : 2017-12-05
Category : Business & Economics
ISBN : 9783319643946

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Innovative Research Methodologies in Management by Luiz Moutinho,Mladen Sokele Pdf

A seminal collection of research methodology themes, this two-volume work provides a set of key scholarly developments related to robustness, allowing scholars to advance their knowledge of research methods used outside of their own immediate fields. With a focus on emerging methodologies within management, key areas of importance are dissected with chapters covering statistical modelling, new measurements, digital research, biometrics and neuroscience, the philosophy of research, computer modelling approaches and new mathematical theories, among others. A genuinely pioneering contribution to the advancement of research methods in business studies, Innovative Research Methodologies in Management presents an analytical and engaging discussion on each topic. By introducing new research agendas it aims to pave the way for increased application of innovative techniques, allow ing the exploration of future research perspectives. Volume I covers a range of research methodologies within the realms of philosophy, measurement and modelling, and focusses on meta-modern mixed methods such as neurophilosophy, diagnostic measurement, and emotivity and ephemera research.