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Handbook of Heuristics

Edited by Rafael Martí (), Panos M. Pardalos and Mauricio G. C. Resende ()

in Springer Books from Springer

Date: 2018
ISBN: 978-3-319-07124-4
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Chapters in this book:

Ch 1 Adaptive and Multilevel Metaheuristics
Marc Sevaux, Kenneth Sörensen and Nelishia Pillay
Ch 2 Biased Random-Key Genetic Progamming
José Fernando Gonçalves and Mauricio G. C. Resende
Ch 3 Data Mining in Stochastic Local Search
Simone de Lima Martins, Isabel Rosseti and Alexandre Plastino
Ch 4 Evolution Strategies
Michael Emmerich, Ofer M. Shir and Hao Wang
Ch 5 Matheuristics
Martina Fischetti and Matteo Fischetti
Ch 6 Multi-start Methods
Rafael Martí, Jose A. Lozano, Alexander Mendiburu and Leticia Hernando
Ch 7 Multi-objective Optimization
Carlos A. Coello Coello
Ch 8 Restart Strategies
Oleg V. Shylo and Oleg A. Prokopyev
Ch 9 Constraint-Based Local Search
Laurent Michel and Pascal Van Hentenryck
Ch 10 Guided Local Search
Abdullah Alsheddy, Christos Voudouris, Edward P. K. Tsang and Ahmad Alhindi
Ch 11 Theory of Local Search
W. Michiels, E. H. L. Aarts and J. Korst
Ch 12 Variable Neighborhood Descent
Abraham Duarte, Jesús Sánchez-Oro, Nenad Mladenović and Raca Todosijević
Ch 13 Ant Colony Optimization: A Component-Wise Overview
Manuel López-Ibáñez, Thomas Stützle and Marco Dorigo
Ch 14 Evolutionary Algorithms
David Corne and Michael A. Lones
Ch 15 Genetic Algorithms
Carlos García-Martínez, Francisco J. Rodriguez and Manuel Lozano
Ch 16 GRASP
Paola Festa and Mauricio G. C. Resende
Ch 17 Hyper-heuristics
Michael G. Epitropakis and Edmund K. Burke
Ch 18 Iterated Greedy
Thomas Stützle and Rubén Ruiz
Ch 19 Iterated Local Search
Thomas Stützle and Rubén Ruiz
Ch 20 Memetic Algorithms
Carlos Cotta, Luke Mathieson and Pablo Moscato
Ch 21 Particle Swarm Methods
Konstantinos E. Parsopoulos
Ch 22 POPMUSIC
Éric D. Taillard and Stefan Voß
Ch 23 Random-Key Genetic Algorithms
José Fernando Gonçalves and Mauricio G. C. Resende
Ch 24 Scatter Search
Rafael Martí, Ángel Corberán and Juanjo Peiró
Ch 25 Tabu Search
Manuel Laguna
Ch 26 Variable Neighborhood Search
Pierre Hansen and Nenad Mladenović
Ch 27 A History of Metaheuristics
Kenneth Sörensen, Marc Sevaux and Fred Glover
Ch 28 Parallel Metaheuristic Search
Teodor Gabriel Crainic
Ch 29 Theoretical Analysis of Stochastic Search Algorithms
Per Kristian Lehre and Pietro S. Oliveto
Ch 30 City Logistics
Jaume Barceló, Hanna Grzybowska and Jesús Arturo Orozco
Ch 31 Cutting and Packing
Ramón Alvarez-Valdes, Maria Antónia Carravilla and José Fernando Oliveira
Ch 32 Diversity and Equity Models
Fernando Sandoya, Anna Martínez-Gavara, Ricardo Aceves, Abraham Duarte and Rafael Martí
Ch 33 Evolutionary Algorithms for the Inverse Protein Folding Problem
Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Roland Krause, Reinhard Schneider, El-Ghazali Talbi and Pascal Bouvry
Ch 34 Linear Layout Problems
Eduardo G. Pardo, Rafael Martí and Abraham Duarte
Ch 35 Maritime Container Terminal Problems
Christopher Expósito-Izquierdo, Eduardo Lalla-Ruiz, Jesica de Armas, Belén Melián-Batista and J. Marcos Moreno-Vega
Ch 36 Metaheuristics for Medical Image Registration
Andrea Valsecchi, Enrique Bermejo, Sergio Damas and Oscar Cordón
Ch 37 Metaheuristics for Natural Gas Pipeline Networks
Roger Z. Ríos-Mercado
Ch 38 Network Optimization
Luciana S. Buriol
Ch 39 Optimization Problems, Models, and Heuristics in Wireless Sensor Networks
Vinicius Morais, Fernanda S. H. Souza and Geraldo R. Mateus
Ch 40 Particle Swarm Optimization for the Vehicle Routing Problem: A Survey and a Comparative Analysis
Yannis Marinakis, Magdalene Marinaki and Athanasios Migdalas
Ch 41 Scheduling Heuristics
Rubén Ruiz
Ch 42 Selected String Problems
Christian Blum and Paola Festa
Ch 43 Supply Chain Management
Helena Ramalhinho Lourenço and Martín Gómez Ravetti
Ch 44 The Maximum Clique and Vertex Coloring
Oleksandra Yezerska and Sergiy Butenko
Ch 45 The Multi-plant Lot Sizing Problem with Multiple Periods and Items
Mariá C. V. Nascimento, Horacio H. Yanasse and Desiree M. Carvalho
Ch 46 Trees and Forests
Andréa Cynthia Santos, Christophe Duhamel and Rafael Andrade
Ch 47 World’s Best Universities and Personalized Rankings
Mario Inostroza-Ponta, Natalie Jane de Vries and Pablo Moscato

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DOI: 10.1007/978-3-319-07124-4

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