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Handbook of Heuristics 2018

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Rafael Martí, Panos M. Pardalos, Mauricio G. C. Resende:
Handbook of Heuristics. Springer 2018, ISBN 978-3-319-07123-7

Search Strategies

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Marc Sevaux, Kenneth Sörensen, Nelishia Pillay:
Adaptive and Multilevel Metaheuristics. 3-21
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José Fernando Gonçalves, Mauricio G. C. Resende:
Biased Random-Key Genetic Progamming. 23-37
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Simone de Lima Martins, Isabel Rosseti, Alexandre Plastino:
Data Mining in Stochastic Local Search. 39-87
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Michael Emmerich, Ofer M. Shir, Hao Wang:
Evolution Strategies. 89-119
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Martina Fischetti, Matteo Fischetti:
Matheuristics. 121-153
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Rafael Martí, José Antonio Lozano, Alexander Mendiburu, Leticia Hernando:
Multi-start Methods. 155-175
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Carlos A. Coello Coello:
Multi-objective Optimization. 177-204
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Oleg V. Shylo, Oleg A. Prokopyev:
Restart Strategies. 205-220

Local Search

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Laurent Michel, Pascal Van Hentenryck:
Constraint-Based Local Search. 223-260
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Abdullah Alsheddy, Christos Voudouris, Edward P. K. Tsang, Ahmad Alhindi:
Guided Local Search. 261-297
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Wil Michiels, Emile H. L. Aarts, Jan H. M. Korst:
Theory of Local Search. 299-339
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Abraham Duarte, Jesús Sánchez-Oro, Nenad Mladenovic, Raca Todosijevic:
Variable Neighborhood Descent. 341-367

Metaheuristics

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Manuel López-Ibáñez, Thomas Stützle, Marco Dorigo:
Ant Colony Optimization: A Component-Wise Overview. 371-407
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David Corne, Michael A. Lones:
Evolutionary Algorithms. 409-430
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Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano:
Genetic Algorithms. 431-464
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Paola Festa, Mauricio G. C. Resende:
GRASP. 465-488
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Michael G. Epitropakis, Edmund K. Burke:
Hyper-heuristics. 489-545
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Thomas Stützle, Rubén Ruiz:
Iterated Greedy. 547-577
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Thomas Stützle, Rubén Ruiz:
Iterated Local Search. 579-605
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Carlos Cotta, Luke Mathieson, Pablo Moscato:
Memetic Algorithms. 607-638
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Konstantinos E. Parsopoulos:
Particle Swarm Methods. 639-685
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Éric D. Taillard, Stefan Voß:
POPMUSIC. 687-701
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José Fernando Gonçalves, Mauricio G. C. Resende:
Random-Key Genetic Algorithms. 703-715
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Rafael Martí, Ángel Corberán, Juanjo Peiró:
Scatter Search. 717-740
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Manuel Laguna:
Tabu Search. 741-758
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Pierre Hansen, Nenad Mladenovic:
Variable Neighborhood Search. 759-787

Analysis and Implementation

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Kenneth Sörensen, Marc Sevaux, Fred W. Glover:
A History of Metaheuristics. 791-808
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Teodor Gabriel Crainic:
Parallel Metaheuristic Search. 809-847
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Per Kristian Lehre, Pietro S. Oliveto:
Theoretical Analysis of Stochastic Search Algorithms. 849-884

Applications

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Jaume Barceló, Hanna Grzybowska, Jesús Arturo Orozco:
City Logistics. 887-930
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Ramón Alvarez-Valdés, Maria Antónia Carravilla, José Fernando Oliveira:
Cutting and Packing. 931-977
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Fernando Sandoya, Anna Martínez-Gavara, Ricardo Aceves, Abraham Duarte, Rafael Martí:
Diversity and Equity Models. 979-998
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Sune S. Nielsen, Grégoire Danoy, Wiktor Jurkowski, Roland Krause, Reinhard Schneider, El-Ghazali Talbi, Pascal Bouvry:
Evolutionary Algorithms for the Inverse Protein Folding Problem. 999-1023
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Eduardo G. Pardo, Rafael Martí, Abraham Duarte:
Linear Layout Problems. 1025-1049
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Christopher Expósito Izquierdo, Eduardo Lalla-Ruiz, Jésica de Armas, Belén Melián-Batista, J. Marcos Moreno-Vega:
Maritime Container Terminal Problems. 1051-1077
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Andrea Valsecchi, Enrique Bermejo Nievas, Sergio Damas, Oscar Cordón:
Metaheuristics for Medical Image Registration. 1079-1101
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Roger Z. Ríos-Mercado:
Metaheuristics for Natural Gas Pipeline Networks. 1103-1121
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Luciana S. Buriol:
Network Optimization. 1123-1140
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Vinicius W. C. Morais, Fernanda S. H. Souza, Geraldo R. Mateus:
Optimization Problems, Models, and Heuristics in Wireless Sensor Networks. 1141-1161
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Yannis Marinakis, Magdalene Marinaki, Athanasios Migdalas:
Particle Swarm Optimization for the Vehicle Routing Problem: A Survey and a Comparative Analysis. 1163-1196
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Rubén Ruiz:
Scheduling Heuristics. 1197-1220
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Christian Blum, Paola Festa:
Selected String Problems. 1221-1240
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Helena Ramalhinho Lourenço, Martín Gómez Ravetti:
Supply Chain Management. 1241-1258
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Oleksandra Yezerska, Sergiy Butenko:
The Maximum Clique and Vertex Coloring. 1259-1289
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Mariá C. V. Nascimento, Horacio Hideki Yanasse, Desiree Maldonado Carvalho:
The Multi-plant Lot Sizing Problem with Multiple Periods and Items. 1291-1306
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Andréa Cynthia Santos, Christophe Duhamel, Rafael Andrade:
Trees and Forests. 1307-1333
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Mario Inostroza-Ponta, Natalie Jane de Vries, Pablo Moscato:
World's Best Universities and Personalized Rankings. 1335-1371

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