Isbni 3 9780471 678069 isbn i0 047 1678066 cloth 1. Starting with basic approaches, the handbook presents the methodologies to design and analyze efficient approximation algorithms for a large class of problems, and to establish inapproximability results for another class of problems. Readers discover how metaheuristic techniques can provide useful and practical solutions for a wide range of problems and application domains, with an emphasis on. Pdf using metaheuristics in a parallel computing course.
Essentials of metaheuristics george mason university. His research interests involve the design and application of evolutionary algorithms, neural networks, parallelism, and metaheuristic algorithms to solve problems in telecommunications, combinatorial optimization, and bioinformatics. Essentials of metaheuristics gmu cs department george mason. Finally, after we have built up a new group of children, we compare each child. Simulated annealing, tabu search, evolutionary algorithms like genetic algo rithms and evolution. This book explores new alternative metaheuristic developments which have. Parallel metaheuristics a new class of algorithms edited by enrique alba. In litres digital library you can read the book parallel metaheuristics a new class of algorithms online for free. It is mostly due to the no free lunch theorems 8 that this situation. The field of parallel metaheuristics is continuously evolving as a result of new.
Handbook of approximation algorithms and metaheuristics. A new class of algorithms, authorenrique alba, year2005. Parallel metaheuristics a new class of algorithms read. Solving complex optimization problems with parallel metaheuristics parallel metaheuristics brings together an international group of experts in parallelism and metaheuristics to provide a muchneeded synthesis of these two fields. The user has requested enhancement of the downloaded file. Pdf a survey on new generation metaheuristic algorithms. Lncs 4030 a unified view on hybrid metaheuristics computer. In the last decade, new models of algorithms, new hardware for parallel. Essentials of metaheuristics a set of undergraduate lecture notes by sean luke department of computer science. Enrique alba, phd, is a professor of computer science at the university of malaga, spain.