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Author : Christian Blum
Publisher : Springer Nature
ISBN 13 : 3031601033
Total Pages : 202 pages
Book Rating : 4.0/5 (316 download)
Download or read book Construct, Merge, Solve & Adapt written by Christian Blum and published by Springer Nature. This book was released on with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Maria J. Blesa Aguilera
Publisher : Springer
ISBN 13 : 3030059839
Total Pages : 220 pages
Book Rating : 4.0/5 (3 download)
Download or read book Hybrid Metaheuristics written by Maria J. Blesa Aguilera and published by Springer. This book was released on 2019-01-07 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Workshop on Hybrid Metaheuristics, HM 2019, held in Concepción, Chile, in January 2019. The 11 revised full papers and 5 short papers presented were carefully reviewed and selected from 23 submissions. The papers present hybridization strategies and explore the integration of new techniques coming from other areas of expertise. They cover a variety of topics such as low-level hybridization, high-level hybridization, portfolio techniques, cooperative search, and theoretical aspects of hybridization.
Author : Michael Affenzeller
Publisher : Springer Nature
ISBN 13 : 3031700554
Total Pages : 443 pages
Book Rating : 4.0/5 (317 download)
Download or read book Parallel Problem Solving from Nature – PPSN XVIII written by Michael Affenzeller and published by Springer Nature. This book was released on with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Christian Blum
Publisher : John Wiley & Sons
ISBN 13 : 1119136806
Total Pages : 228 pages
Book Rating : 4.1/5 (191 download)
Download or read book Metaheuristics for String Problems in Bio-informatics written by Christian Blum and published by John Wiley & Sons. This book was released on 2016-08-16 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: So-called string problems are abundant in bioinformatics and computational biology. New optimization problems dealing with DNA or protein sequences are constantly arising and researchers are highly in need of efficient optimization techniques for solving them. One obstacle for optimization practitioners is the atypical nature of these problems which require an interdisciplinary approach in order to solve them efficiently and accurately.
Author : Bin Hu
Publisher : Springer
ISBN 13 : 3319554530
Total Pages : 261 pages
Book Rating : 4.3/5 (195 download)
Download or read book Evolutionary Computation in Combinatorial Optimization written by Bin Hu and published by Springer. This book was released on 2017-04-03 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 17th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2017, held in Amsterdam, The Netherlands, in April 2017, co-located with the Evo*2017 events EuroGP, EvoMUSART and EvoApplications. The 16 revised full papers presented were carefully reviewed and selected from 39 submissions. The papers cover both empirical and theoretical studies on a wide range of academic and real-world applications. The methods include evolutionary and memetic algorithms, large neighborhood search, estimation of distribution algorithms, beam search, ant colony optimization, hyper-heuristics and matheuristics. Applications include both traditional domains, such as knapsack problem, vehicle routing, scheduling problems and SAT; and newer domains such as the traveling thief problem, location planning for car-sharing systems and spacecraft trajectory optimization. Papers also study important concepts such as pseudo-backbones, phase transitions in local optima networks, and the analysis of operators. This wide range of topics makes the EvoCOP proceedings an important source for current research trends in combinatorial optimization.
Author : Agostino Dovier
Publisher : Springer Nature
ISBN 13 : 3031271815
Total Pages : 504 pages
Book Rating : 4.0/5 (312 download)
Download or read book AIxIA 2022 – Advances in Artificial Intelligence written by Agostino Dovier and published by Springer Nature. This book was released on 2023-03-10 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the XXIst International Conference of the Italian Association for Artificial Intelligence on AIxIA 2022 – Advances in Artificial Intelligence, which was held in Udine, Italy, during November 28–December 2, 2022. The 33 full papers and 1 invited paper presented in this volume were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Hybrid Approaches; Graphs and Networks; Multiagent Systems; Automated Planning and Scheduling; AI Applications; Miscellany; Natural Language Processing; and Keynote talk.
Author : Christian Blum
Publisher : Springer
ISBN 13 : 3319308831
Total Pages : 172 pages
Book Rating : 4.3/5 (193 download)
Download or read book Hybrid Metaheuristics written by Christian Blum and published by Springer. This book was released on 2016-05-23 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains the most prominent and some promising new, general techniques that combine metaheuristics with other optimization methods. A first introductory chapter reviews the basic principles of local search, prominent metaheuristics, and tree search, dynamic programming, mixed integer linear programming, and constraint programming for combinatorial optimization purposes. The chapters that follow present five generally applicable hybridization strategies, with exemplary case studies on selected problems: incomplete solution representations and decoders; problem instance reduction; large neighborhood search; parallel non-independent construction of solutions within metaheuristics; and hybridization based on complete solution archives. The authors are among the leading researchers in the hybridization of metaheuristics with other techniques for optimization, and their work reflects the broad shift to problem-oriented rather than algorithm-oriented approaches, enabling faster and more effective implementation in real-life applications. This hybridization is not restricted to different variants of metaheuristics but includes, for example, the combination of mathematical programming, dynamic programming, or constraint programming with metaheuristics, reflecting cross-fertilization in fields such as optimization, algorithmics, mathematical modeling, operations research, statistics, and simulation. The book is a valuable introduction and reference for researchers and graduate students in these domains.
Author : Francisco Chicano
Publisher : Springer
ISBN 13 : 3319306987
Total Pages : 279 pages
Book Rating : 4.3/5 (193 download)
Download or read book Evolutionary Computation in Combinatorial Optimization written by Francisco Chicano and published by Springer. This book was released on 2016-03-15 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 16th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2016, held in Porto, Portugal, in March/April 2016, co-located with the Evo*2015 events EuroGP, EvoMUSART and EvoApplications. The 17 revised full papers presented were carefully reviewed and selected from 44 submissions. The papers cover methodology, applications and theoretical studies. The methods included evolutionary and memetic algorithms, variable neighborhood search, particle swarm optimization, hyperheuristics, mat-heuristic and other adaptive approaches. Applications included both traditional domains, such as graph coloring, vehicle routing, the longest common subsequence problem, the quadratic assignment problem; and new(er) domains such as the traveling thief problem, web service location, and finding short addition chains. The theoretical studies involved fitness landscape analysis, local search and recombination operator analysis, and the big valley search space hypothesis. The consideration of multiple objectives, dynamic and noisy environments was also present in a number of articles.
Author : Weili Wu
Publisher : Springer Nature
ISBN 13 : 3031496116
Total Pages : 535 pages
Book Rating : 4.0/5 (314 download)
Download or read book Combinatorial Optimization and Applications written by Weili Wu and published by Springer Nature. This book was released on 2024-01-09 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 14461 and LNCS 14462 constitutes the refereed proceedings of the 17th International Conference on Combinatorial Optimization and Applications, COCOA 2023, held in Hawaii, HI, USA, during December 15–17, 2023. The 73 full papers included in the proceedings were carefully reviewed and selected from 117 submissions. They were organized in topical sections as follows: Part I: Optimization in graphs; scheduling; set-related optimization; applied optimization and algorithm; Graph planer and others; Part II: Modeling and algorithms; complexity and approximation; combinatorics and computing; optimization and algorithms; extreme graph and others; machine learning, blockchain and others.
Author : Maria J. Blesa
Publisher : Springer
ISBN 13 : 3319396366
Total Pages : 235 pages
Book Rating : 4.3/5 (193 download)
Download or read book Hybrid Metaheuristics written by Maria J. Blesa and published by Springer. This book was released on 2016-06-01 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Workshop on Hybrid Metaheuristics, HM 2016, held in Plymouth, UK, in June 2016. The 15 revised full papers presented were carefully reviewed and selected from 43 submissions. The selected papers are of interest for all the researchers working on integrating metaheuristics with other areas for solving both optimization and constraint satisfaction problems. They represent as well a sample of current research demonstrating how metaheuristics can be integrated with integer linear programming and other operational research techniques for tackling difficult and relevant problems.
Author : Luca Di Gaspero
Publisher : Springer Nature
ISBN 13 : 3031265041
Total Pages : 586 pages
Book Rating : 4.0/5 (312 download)
Download or read book Metaheuristics written by Luca Di Gaspero and published by Springer Nature. This book was released on 2023-02-22 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Metaheuristics, MIC 2022, held in Syracuse, Italy, in July 2022. The 48 full papers together with 17 short papers presented were carefully reviewed and selected from 72 submissions. The papers detail metaheuristic techniques. Chapter “Evaluating the Effects of Chaos in Variable Neighbourhood Search” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Author : M. Villaret
Publisher : IOS Press
ISBN 13 : 1643682113
Total Pages : 486 pages
Book Rating : 4.6/5 (436 download)
Download or read book Artificial Intelligence Research and Development written by M. Villaret and published by IOS Press. This book was released on 2021-10-14 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence has become an indispensible part of our lives in recent years, affecting all aspects from business and leisure to transport and health care. This book presents the proceedings of the 23rd edition of the International Conference of the Catalan Association for Artificial Intelligence (CCIA), an annual event that serves as a meeting point for researchers in Artificial Intelligence in the area of the Catalan speaking territories and from around the world. The 2021 edition was held online as a virtual conference from 20 - 22 October 2021 due to the COVID-19 pandemic. The book contains 42 long papers and 9 short papers, carefully reviewed and selected. The papers cover all aspects of artificial intelligence and are divided under six section headings: combinatorial problem solving and logics for artificial intelligence; sentiment analysis and tekst analysis; data science and decision support systems; machine learning; computer vision; and explainability and argumentation. Abstracts of the 2 invited talks delivered at the conference by Prof. Patty Kostkova and Prof. João Marques-Silva are also included. Offering a state of the art overview of the subject from a regional perspective, the book will be of interest to all those working in the field of artificial intelligence.
Author : Michel Gendreau
Publisher : Springer
ISBN 13 : 3319910868
Total Pages : 611 pages
Book Rating : 4.3/5 (199 download)
Download or read book Handbook of Metaheuristics written by Michel Gendreau and published by Springer. This book was released on 2018-09-20 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book’s chapters serve as stand-alone presentations giving both the necessary underpinnings as well as practical guides for implementation. The nature of metaheuristics invites an analyst to modify basic methods in response to problem characteristics, past experiences, and personal preferences, and the chapters in this handbook are designed to facilitate this process as well. This new edition has been fully revised and features new chapters on swarm intelligence and automated design of metaheuristics from flexible algorithm frameworks. The authors who have contributed to this volume represent leading figures from the metaheuristic community and are responsible for pioneering contributions to the fields they write about. Their collective work has significantly enriched the field of optimization in general and combinatorial optimization in particular.Metaheuristics are solution methods that orchestrate an interaction between local improvement procedures and higher level strategies to create a process capable of escaping from local optima and performing a robust search of a solution space. In addition, many new and exciting developments and extensions have been observed in the last few years. Hybrids of metaheuristics with other optimization techniques, like branch-and-bound, mathematical programming or constraint programming are also increasingly popular. On the front of applications, metaheuristics are now used to find high-quality solutions to an ever-growing number of complex, ill-defined real-world problems, in particular combinatorial ones. This handbook should continue to be a great reference for researchers, graduate students, as well as practitioners interested in metaheuristics.
Author : Marc Sevaux
Publisher : Springer Nature
ISBN 13 : 3031629221
Total Pages : 414 pages
Book Rating : 4.0/5 (316 download)
Download or read book Metaheuristics written by Marc Sevaux and published by Springer Nature. This book was released on with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Leslie Pérez Cáceres
Publisher : Springer Nature
ISBN 13 : 3031300351
Total Pages : 258 pages
Book Rating : 4.0/5 (313 download)
Download or read book Evolutionary Computation in Combinatorial Optimization written by Leslie Pérez Cáceres and published by Springer Nature. This book was released on 2023-03-30 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 23rd European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2023, held as part of Evo*2023, in Brno, Czech Republic in April 2023, co-located with the Evo*2023 events: EvoMUSART, EvoApplications, and EuroGP. The 15 revised full papers presented in this book were carefully reviewed and selected from 32 submissions. They present recent theoretical and experimental advances in combinatorial optimization, evolutionary algorithms, and related research fields.
Author : Stefano Marrone
Publisher : Springer Nature
ISBN 13 : 3031162455
Total Pages : 161 pages
Book Rating : 4.0/5 (311 download)
Download or read book Dependable Computing – EDCC 2022 Workshops written by Stefano Marrone and published by Springer Nature. This book was released on 2022-09-08 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the Workshops of the 18th European Dependable Computing Conference, EDCC: 13th Workshop on Software Engineering for Resilient Systems, SERENE 2022; Third Worskhop on Dynamic Risk Management for Autonomous Systems, DREAMS 2022, Third Workshop on Artificial Intelligence for Railways, AI4RAILS, held in Zaragoza, Spain, in September 2022. The 11 workshop papers presented were thoroughly reviewed and selected from 22 submissions. The workshop papers complement the main conference topics by addressing dependability or security issues in specic application domains or by focussing in specialized topics, such as system resilience.
Author : Nicholas Olenev
Publisher : Springer Nature
ISBN 13 : 3030628671
Total Pages : 345 pages
Book Rating : 4.0/5 (36 download)
Download or read book Optimization and Applications written by Nicholas Olenev and published by Springer Nature. This book was released on 2020-11-05 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Optimization and Applications, OPTIMA 2020, held in Moscow, Russia, in September-October 2020.* The 21 full and 2 short papers presented were carefully reviewed and selected from 60 submissions. The papers cover such topics as mathematical programming, combinatorial and discrete optimization, optimal control, optimization in economics, finance, and social sciences, global optimization, and applications. * The conference was held virtually due to the COVID-19 pandemic.
