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Christian Blum 0001

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affiliation: Artificial Intelligence Research Institute (IIIA-CSIC), Campus UAB, Bellaterra, Spain
affiliation (former): Spanish National Research Council, CSIC, Spain
affiliation (former): University of the Basque Country, San Sebastian, Spain
affiliation (former): IKERBASQUE, Basque Foundation for Science, Bilbao, Spain
affiliation (former): Technical University of Catalonia, ALBCOM, Barcelona, Spain
affiliation (PhD 2004): Université libre de Bruxelles, Brussels, Belgium
affiliation (former): University of Kaiserslautern, Germany

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2024
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Christian Blum:
Construct, Merge, Solve & Adapt - A Hybrid Metaheuristic for Combinatorial Optimization. Springer 2024, ISBN 978-3-031-60102-6, pp. 1-179
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Nariman Nakhjiri, Maria Salamó, Miquel Sànchez-Marrè, Christian Blum, Juan Carlos Morales:
Forgetful Swarm Optimization for Astronomical Observation Scheduling. IEEE Access 12: 171644-171661 (2024)
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Roberto Maria Rosati, Salim Bouamama, Christian Blum:
Multi-constructor CMSA for the maximum disjoint dominating sets problem. Comput. Oper. Res. 161: 106450 (2024)
[j86]
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Pedro Pinacho Davidson, Christian Blum, M. Angélica Pinninghoff, A. Ricardo Contreras:
Extension of CMSA with a Learning Mechanism: Application to the Far from Most String Problem. Int. J. Comput. Intell. Syst. 17(1): 109 (2024)
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Mehmet Anil Akbay, Christian Blum:
Two Examples for the Usefulness of STNWeb for Analyzing Optimization Algorithm Behavior. MIC (2) 2024: 341-346
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Jaume Reixach, Christian Blum:
Extending CMSA with Reinforcement Learning: Application to Minimum Dominating Set. MIC (2) 2024: 354-359
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Camilo Chacón Sartori, Christian Blum:
STNWeb for the Analysis of Optimization Algorithms: A Short Introduction. MIC (2) 2024: 367-372
[c106]
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Jaume Reixach, Christian Blum, Marko Djukanovic, Günther R. Raidl:
A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem. EvoStar 2024: 1-15
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Mehmet Anil Akbay, Christian Blum, Michella Saliba:
The Electric Vehicle Problem with Road Junctions and Road Types: An Ant Colony Optimization Approach. GECCO 2024
[c104]
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Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
An Extension of STNWeb Functionality: On the Use of Hierarchical Agglomerative Clustering as an Advanced Search Space Partitioning Strategy. GECCO 2024
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Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
Large Language Models for the Automated Analysis of Optimization Algorithms. GECCO 2024
[c102]
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Marko Djukanovic, Aleksandar Kartelj, Tome Eftimov, Jaume Reixach, Christian Blum:
Efficient Search Algorithms for the Restricted Longest Common Subsequence Problem. ICCS (5) 2024: 58-73
[i14]
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  - journals/corr/abs-2402-08472
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Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
Large Language Models for the Automated Analysis of Optimization Algorithms. CoRR abs/2402.08472 (2024)
[i13]
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  - journals/corr/abs-2405-18272
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Camilo Chacón Sartori, Christian Blum, Filippo Bistaffa, Guillem Rodríguez Corominas:
Metaheuristics and Large Language Models Join Forces: Towards an Integrated Optimization Approach. CoRR abs/2405.18272 (2024)
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  - journals/corr/abs-2408-13189
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Guillem Rodríguez Corominas, Maria J. Blesa, Christian Blum:
Accelerating the k-means++ Algorithm by Using Geometric Information. CoRR abs/2408.13189 (2024)
[i11]
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  - journals/corr/abs-2410-12031
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Marko Djukanovic, Jaume Reixach, Ana Nikolikj, Tome Eftimov, Aleksandar Kartelj, Christian Blum:
A Learning Search Algorithm for the Restricted Longest Common Subsequence Problem. CoRR abs/2410.12031 (2024)
2023
[j85]
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Guillem Rodríguez Corominas, Maria J. Blesa, Christian Blum:
AntNetAlign: Ant Colony Optimization for Network Alignment. Appl. Soft Comput. 132: 109832 (2023)
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Marko Djukanovic, Aleksandar Kartelj, Christian Blum:
Self-adaptive CMSA for solving the multidimensional multi-way number partitioning problem. Expert Syst. Appl. 232: 120762 (2023)
[j83]
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Guillem Rodríguez Corominas, Maria J. Blesa, Christian Blum:
AntNetAlign - A software package for Network Alignment. Softw. Impacts 15: 100476 (2023)
[j82]
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Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
STNWeb: A new visualization tool for analyzing optimization algorithms. Softw. Impacts 17: 100558 (2023)
[c101]
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Mehmet Anil Akbay, Can Berk Kalayci, Christian Blum:
Application of Adapt-CMSA to the Two-Echelon Electric Vehicle Routing Problem with Simultaneous Pickup and Deliveries. EvoCOP 2023: 16-33
[c100]
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Christian Blum, Pedro Pinacho Davidson:
Application of Negative Learning Ant Colony Optimization to the Far from Most String Problem. EvoCOP 2023: 82-97
[c99]
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  - conf/gecco/SanchezS023
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Jairo Enrique Ramírez Sánchez, Camilo Chacón Sartori, Christian Blum:
Q-Learning Ant Colony Optimization supported by Deep Learning for Target Set Selection. GECCO 2023: 357-366
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  - conf/icsca/Sartori0O23
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Camilo Chacón Sartori, Christian Blum, Gabriela Ochoa:
Search Trajectory Networks Meet the Web: A Web Application for the Visual Comparison of Optimization Algorithms. ICSCA 2023: 89-96
2022
[j81]
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Marko Djukanovic, Aleksandar Kartelj, Dragan Matic, Milana Grbic, Christian Blum, Günther R. Raidl:
Graph search and variable neighborhood search for finding constrained longest common subsequences in artificial and real gene sequences. Appl. Soft Comput. 122: 108844 (2022)
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Christian Blum, Anton V. Eremeev, Julia V. Kovalenko:
Hybridizations of evolutionary algorithms with Large Neighborhood Search. Comput. Sci. Rev. 46: 100512 (2022)
[j79]
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Mehmet Anil Akbay, Albert López Serrano, Christian Blum:
A Self-Adaptive Variant of CMSA: Application to the Minimum Positive Influence Dominating Set Problem. Int. J. Comput. Intell. Syst. 15(1): 44 (2022)
[j78]
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Teddy Nurcahyadi, Christian Blum, Felip Manyà:
Negative Learning Ant Colony Optimization for MaxSAT. Int. J. Comput. Intell. Syst. 15(1): 71 (2022)
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Christian Blum, Tome Eftimov, Peter Korosec:
Preface. Nat. Comput. 21(2): 127-130 (2022)
[j76]
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  - journals/sensors/BouamamaBD22
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Salim Bouamama, Christian Blum, Pedro Pinacho Davidson:
A Population-Based Iterated Greedy Algorithm for Maximizing Sensor Network Lifetime. Sensors 22(5): 1804 (2022)
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  - journals/tii/PerezFBCA22
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Jon Pérez, Jose Luis Flores, Christian Blum, Jesús Cerquides, Alex Abuin:
Optimization Techniques and Formal Verification for the Software Design of Boolean Algebra Based Safety-Critical Systems. IEEE Trans. Ind. Informatics 18(1): 620-630 (2022)
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Roberto Maria Rosati, Lucas Kletzander, Christian Blum, Nysret Musliu, Andrea Schaerf:
Construct, Merge, Solve and Adapt Applied to a Bus Driver Scheduling Problem with Complex Break Constraints. AI*IA 2022: 254-267
[c96]
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Mehmet Anil Akbay, Can Berk Kalayci, Christian Blum:
Application of CMSA to the Electric Vehicle Routing Problem with Time Windows, Simultaneous Pickup and Deliveries, and Partial Vehicle Charging. MIC 2022: 1-16
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Roberto Maria Rosati, Salim Bouamama, Christian Blum:
Construct, Merge, Solve and Adapt Applied to the Maximum Disjoint Dominating Sets Problem. MIC 2022: 306-321
[c94]
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  - conf/fedcsis/SartoriB22
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Camilo Chacón Sartori, Christian Blum:
Boosting a Genetic Algorithm with Graph Neural Networks for Multi-Hop Influence Maximization in Social Networks. FedCSIS 2022: 363-371
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  - conf/gecco/Serrano022
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Albert López Serrano, Christian Blum:
A biased random key genetic algorithm applied to target set selection in viral marketing. GECCO 2022: 241-250
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Guillem Rodríguez Corominas, Christian Blum, Maria J. Blesa:
Negative learning Ant colony optimization for network alignment. GECCO 2022: 278-286
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Marko Djukanovic, Dragan Matic, Christian Blum, Aleksandar Kartelj:
Application of A^* to the Generalized Constrained Longest Common Subsequence Problem with Many Pattern Strings. ICPRAI (2) 2022: 53-64
[i10]
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  - journals/corr/abs-2210-11260
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Dhananjay R. Thiruvady, Su Nguyen, Christian Blum, Andreas T. Ernst:
An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules. CoRR abs/2210.11260 (2022)
2021
[j74]
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Salim Bouamama, Christian Blum:
An Improved Greedy Heuristic for the Minimum Positive Influence Dominating Set Problem in Social Networks. Algorithms 14(3): 79 (2021)
[j73]
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Samir Balbal, Salim Bouamama, Christian Blum:
A Greedy Heuristic for Maximizing the Lifetime of Wireless Sensor Networks Based on Disjoint Weighted Dominating Sets. Algorithms 14(6): 170 (2021)
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Gabriela Ochoa, Katherine M. Malan, Christian Blum:
Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. Appl. Soft Comput. 109: 107492 (2021)
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Christian Blum, Marko Djukanovic, Alberto Santini, Hua Jiang, Chu-Min Li, Felip Manyà, Günther R. Raidl:
Solving longest common subsequence problems via a transformation to the maximum clique problem. Comput. Oper. Res. 125: 105089 (2021)
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Christian Blum, Gabriela Ochoa:
A comparative analysis of two matheuristics by means of merged local optima networks. Eur. J. Oper. Res. 290(1): 36-56 (2021)
[j69]
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Marko Djukanovic, Christoph Berger, Günther R. Raidl, Christian Blum:
An A^⁎ search algorithm for the constrained longest common subsequence problem. Inf. Process. Lett. 166: 106041 (2021)
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Christian Blum, Tome Eftimov, Peter Korosec:
Preface. Nat. Comput. 20(3): 341-344 (2021)
[j67]
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  - journals/swarm/DorigoSBBHH21
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Marco Dorigo, Thomas Stützle, Maria J. Blesa, Christian Blum, Heiko Hamann, Mary Katherine Heinrich:
ANTS 2020 Special Issue: Editorial. Swarm Intell. 15(4): 311-313 (2021)
[j66]
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Filippo Bistaffa, Christian Blum, Jesús Cerquides, Alessandro Farinelli, Juan A. Rodríguez-Aguilar:
A Computational Approach to Quantify the Benefits of Ridesharing for Policy Makers and Travellers. IEEE Trans. Intell. Transp. Syst. 22(1): 119-130 (2021)
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Mehmet Anil Akbay, Christian Blum:
Application of CMSA to the Minimum Positive Influence Dominating Set Problem. CCIA 2021: 17-26
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Albert López Serrano, Teddy Nurcahyadi, Salim Bouamama, Christian Blum:
Negative learning ant colony optimization for the minimum positive influence dominating set problem. GECCO Companion 2021: 1974-1977
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Teddy Nurcahyadi, Christian Blum:
Negative Learning in Ant Colony Optimization: Application to the Multi Dimensional Knapsack Problem. ISMSI 2021: 22-27
2020
[j65]
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Dhananjay R. Thiruvady, Christian Blum, Andreas T. Ernst:
Solution Merging in Matheuristics for Resource Constrained Job Scheduling. Algorithms 13(10): 256 (2020)
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Marko Djukanovic, Günther R. Raidl, Christian Blum:
Finding Longest Common Subsequences: New anytime A∗ search results. Appl. Soft Comput. 95: 106499 (2020)
[j63]
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Marko Djukanovic, Günther R. Raidl, Christian Blum:
Anytime algorithms for the longest common palindromic subsequence problem. Comput. Oper. Res. 114 (2020)
[j62]
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Christian Blum:
Minimum common string partition: on solving large-scale problem instances. Int. Trans. Oper. Res. 27(1): 91-111 (2020)
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Teddy Nurcahyadi, Christian Blum:
A New Approach for Making Use of Negative Learning in Ant Colony Optimization. ANTS Conference 2020: 16-28
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Gabriela Ochoa, Katherine M. Malan, Christian Blum:
Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces. EvoApplications 2020: 70-85
[c85]
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Bohan Li, Xindi Zhang, Shaowei Cai, Jinkun Lin, Yiyuan Wang, Christian Blum:
NuCDS: An Efficient Local Search Algorithm for Minimum Connected Dominating Set. IJCAI 2020: 1503-1510
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Marko Djukanovic, Christoph Berger, Günther R. Raidl, Christian Blum:
On Solving a Generalized Constrained Longest Common Subsequence Problem. OPTIMA 2020: 55-70
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Matthias Horn, Marko Djukanovic, Christian Blum, Günther R. Raidl:
On the Use of Decision Diagrams for Finding Repetition-Free Longest Common Subsequences. OPTIMA 2020: 134-149
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Marco Dorigo, Thomas Stützle, Maria J. Blesa, Christian Blum, Heiko Hamann, Mary Katherine Heinrich, Volker Strobel:
Swarm Intelligence - 12th International Conference, ANTS 2020, Barcelona, Spain, October 26-28, 2020, Proceedings. Lecture Notes in Computer Science 12421, Springer 2020, ISBN 978-3-030-60375-5 [contents]

2010 – 2019

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2019
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Matthias Horn, Günther R. Raidl, Christian Blum:
Job sequencing with one common and multiple secondary resources: An A^⁎/Beam Search based anytime algorithm. Artif. Intell. 277 (2019)
[j60]
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Salim Bouamama, Christian Blum, Jean-Guillaume Fages:
An algorithm based on ant colony optimization for the minimum connected dominating set problem. Appl. Soft Comput. 80: 672-686 (2019)
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Ewa Andrejczuk, Filippo Bistaffa, Christian Blum, Juan A. Rodríguez-Aguilar, Carles Sierra:
Synergistic team composition: A computational approach to foster diversity in teams. Knowl. Based Syst. 182 (2019)
[j58]
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Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andreagiovanni Reina, Vito Trianni:
ANTS 2018 special issue: Editorial. Swarm Intell. 13(3-4): 169-172 (2019)
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Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Matthias Horn, Günther R. Raidl:
A Biased Random Key Genetic Algorithm with Rollout Evaluations for the Resource Constraint Job Scheduling Problem. Australasian Conference on Artificial Intelligence 2019: 549-560
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Marko Djukanovic, Günther R. Raidl, Christian Blum:
A Heuristic Approach for Solving the Longest Common Square Subsequence Problem. EUROCAST (1) 2019: 429-437
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Divansh Arora, Parikshit Maini, Pedro Pinacho Davidson, Christian Blum:
Route planning for cooperative air-ground robots with fuel constraints: an approach based on CMSA. GECCO 2019: 207-214
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Pedro Pinacho Davidson, Salim Bouamama, Christian Blum:
Application of CMSA to the minimum capacitated dominating set problem. GECCO 2019: 321-328
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Guillem Rodríguez Corominas, Christian Blum, Maria J. Blesa:
A biased random key genetic algorithm for the weighted independent domination problem. GECCO (Companion) 2019: 2052-2055
[c77]
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Christian Blum, Haroldo Gambini Santos:
Generic CP-Supported CMSA for Binary Integer Linear Programs. HM 2019: 1-15
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Dhananjay R. Thiruvady, Christian Blum, Andreas T. Ernst:
Maximising the Net Present Value of Project Schedules Using CMSA and Parallel ACO. HM 2019: 16-30
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Marko Djukanovic, Günther R. Raidl, Christian Blum:
A Beam Search for the Longest Common Subsequence Problem Guided by a Novel Approximate Expected Length Calculation. LOD 2019: 154-167
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María J. Blesa Aguilera, Christian Blum, Haroldo Gambini Santos, Pedro Pinacho Davidson, Julio Godoy del Campo:
Hybrid Metaheuristics - 11th International Workshop, HM 2019, Concepción, Chile, January 16-18, 2019, Proceedings. Lecture Notes in Computer Science 11299, Springer 2019, ISBN 978-3-030-05982-8 [contents]
[i9]
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Ewa Andrejczuk, Filippo Bistaffa, Christian Blum, Juan A. Rodríguez-Aguilar, Carles Sierra:
Synergistic Team Composition: A Computational Approach to Foster Diversity in Teams. CoRR abs/1909.11994 (2019)
2018
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Christian Blum, Maria J. Blesa:
Hybrid techniques based on solving reduced problem instances for a longest common subsequence problem. Appl. Soft Comput. 62: 15-28 (2018)
[j56]
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Christian Blum:
ILP-Based Reduced Variable Neighborhood Search for Large-Scale Minimum Common String Partition. Electron. Notes Discret. Math. 66: 15-22 (2018)
[j55]
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Pedro Pinacho Davidson, Christian Blum, José Antonio Lozano:
The weighted independent domination problem: Integer linear programming models and metaheuristic approaches. Eur. J. Oper. Res. 265(3): 860-871 (2018)
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Christian Blum, Maria J. Blesa:
A comprehensive comparison of metaheuristics for the repetition-free longest common subsequence problem. J. Heuristics 24(3): 551-579 (2018)
[c74]
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Filippo Bistaffa, Juan A. Rodríguez-Aguilar, Jesús Cerquides, Christian Blum:
A Simulation Tool for Large-Scale Online Ridesharing. AAMAS 2018: 1797-1799
[c73]
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Ewa Andrejczuk, Filippo Bistaffa, Christian Blum, Juan A. Rodríguez-Aguilar, Carles Sierra:
Solving the Synergistic Team Composition Problem. AAMAS 2018: 1853-1855
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Marko Djukanovic, Günther R. Raidl, Christian Blum:
Exact and Heuristic Approaches for the Longest Common Palindromic Subsequence Problem. LION 2018: 199-214
[c71]
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Aritz Pérez, Christian Blum, José Antonio Lozano:
Approximating the maximum weighted decomposable graph problem with applications to probabilistic graphical models. PGM 2018: 320-331
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Ewa Andrejczuk, Filippo Bistaffa, Christian Blum, Juan A. Rodríguez-Aguilar, Carles Sierra:
Heterogeneous Teams for Homogeneous Performance. PRIMA 2018: 89-105
[p9]
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Maria J. Blesa, Christian Blum:
On Solving the Maximum Disjoint Paths Problem with Ant Colony Optimization. Handbook of Approximation Algorithms and Metaheuristics (2) 2018
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Guillermo Leguizamón, Christian Blum, Enrique Alba:
Evolutionary Computation. Handbook of Approximation Algorithms and Metaheuristics (1) 2018: 379-394
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Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andreagiovanni Reina, Vito Trianni:
Swarm Intelligence - 11th International Conference, ANTS 2018, Rome, Italy, October 29-31, 2018, Proceedings. Lecture Notes in Computer Science 11172, Springer 2018, ISBN 978-3-030-00532-0 [contents]
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Christian Blum, Paola Festa:
Selected String Problems. Handbook of Heuristics 2018: 1221-1240
[i8]
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Christian Blum, Haroldo Gambini Santos:
Generic CP-Supported CMSA for Binary Integer Linear Programs. CoRR abs/1805.11820 (2018)
2017
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Christian Blum, Angel A. Juan, Helena Ramalhinho Dias Lourenço, Thomas Stützle:
Special issue on "Metaheuristics". Int. Trans. Oper. Res. 24(3): 681-682 (2017)
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Christian Blum, Angel A. Juan, Helena R. Lourenço, Thomas Stützle:
Special issue on "Metaheuristics". Int. Trans. Oper. Res. 24(4): 925-926 (2017)
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Christian Blum, Angel A. Juan, Helena R. Lourenço, Thomas Stützle:
Special issue on "Metaheuristics". Int. Trans. Oper. Res. 24(6): 1587-1588 (2017)
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David Chalupa, Christian Blum:
Mining k-reachable sets in real-world networks using domination in shortcut graphs. J. Comput. Sci. 22: 1-14 (2017)
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Evelia Lizárraga, Maria J. Blesa, Christian Blum, Günther R. Raidl:
Large neighborhood search for the most strings with few bad columns problem. Soft Comput. 21(17): 4901-4915 (2017)
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Christian Blum, Maria J. Blesa:
A hybrid evolutionary algorithm based on solution merging for the longest arc-preserving common subsequence problem. CEC 2017: 129-136
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Evelia Lizárraga, Maria J. Blesa, Christian Blum:
Construct, Merge, Solve and Adapt Versus Large Neighborhood Search for Solving the Multi-dimensional Knapsack Problem: Which One Works Better When? EvoCOP 2017: 60-74
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Pedro Pinacho Davidson, Christian Blum, José Antonio Lozano:
The Weighted Independent Domination Problem: ILP Model and Algorithmic Approaches. EvoCOP 2017: 201-214
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Salim Bouamama, Christian Blum:
On solving large-scale instances of the knapsack problem with setup by means of an iterated greedy algorithm. ICSC 2017: 342-347
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Matthias Horn, Günther R. Raidl, Christian Blum:
Job Sequencing with One Common and Multiple Secondary Resources: A Problem Motivated from Particle Therapy for Cancer Treatment. MOD 2017: 506-518
[i7]
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Christian Blum, Maria J. Blesa:
A Hybrid Evolutionary Algorithm Based on Solution Merging for the Longest Arc-Preserving Common Subsequence Problem. CoRR abs/1702.00318 (2017)
2016
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Christian Blum, Günther R. Raidl:
Hybrid Metaheuristics - Powerful Tools for Optimization. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer 2016, ISBN 978-3-319-30882-1, pp. 1-136
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Christian Blum, Pedro Pinacho Davidson, Manuel López-Ibáñez, José Antonio Lozano:
Construct, Merge, Solve & Adapt A new general algorithm for combinatorial optimization. Comput. Oper. Res. 68: 75-88 (2016)
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Francisco Chicano, Christian Blum, Gabriela Ochoa:
Editorial for the Special Issue on Combinatorial Optimization Problems. Evol. Comput. 24(4): 573-575 (2016)
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Christian Blum, Günther R. Raidl:
Computational performance evaluation of two integer linear programming models for the minimum common string partition problem. Optim. Lett. 10(1): 189-205 (2016)
[j45]
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Salim Bouamama, Christian Blum:
A hybrid algorithmic model for the minimum weight dominating set problem. Simul. Model. Pract. Theory 64: 57-68 (2016)
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Christian Blum, Maria J. Blesa:
Construct, Merge, Solve and Adapt: Application to the Repetition-Free Longest Common Subsequence Problem. EvoCOP 2016: 46-57
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Christian Blum, Jordi Pereira:
Extension of the CMSA Algorithm: An LP-based Way for Reducing Sub-instances. GECCO 2016: 285-292
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Christian Blum:
Construct, Merge, Solve and Adapt: Application to Unbalanced Minimum Common String Partition. HM 2016: 17-31
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Christian Blum, Christine Zarges:
The Workshops at PPSN 2016. PPSN 2016: 1007-1011
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Maria J. Blesa, Christian Blum, Angelo Cangelosi, Vincenzo Cutello, Alessandro G. Di Nuovo, Mario Pavone, El-Ghazali Talbi:
Hybrid Metaheuristics - 10th International Workshop, HM 2016, Plymouth, UK, June 8-10, 2016, Proceedings. Lecture Notes in Computer Science 9668, Springer 2016, ISBN 978-3-319-39635-4 [contents]
2015
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Christian Blum, José Antonio Lozano, Pedro Pinacho Davidson:
An Artificial Bioindicator System for Network Intrusion Detection. Artif. Life 21(2): 93-118 (2015)
[j43]
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Carlos García-Martínez, Christian Blum, Francisco J. Rodríguez, Manuel Lozano:
The firefighter problem: Empirical results on random graphs. Comput. Oper. Res. 60: 55-66 (2015)
[j42]
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Christian Blum, José Antonio Lozano, Pedro Pinacho Davidson:
Mathematical programming strategies for solving the minimum common string partition problem. Eur. J. Oper. Res. 242(3): 769-777 (2015)
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Christian Blum, Borja Calvo:
A matheuristic for the minimum weight rooted arborescence problem. J. Heuristics 21(4): 479-499 (2015)
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Christian Blum, Borja Calvo, Maria J. Blesa:
FrogCOL and FrogMIS: new decentralized algorithms for finding large independent sets in graphs. Swarm Intell. 9(2-3): 205-227 (2015)
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Evelia Lizárraga, Maria J. Blesa, Christian Blum, Günther R. Raidl:
On solving the most strings with few bad columns problem: An ILP model and heuristics. INISTA 2015: 1-8
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Christian Blum, Roderich Groß:
Swarm Intelligence in Optimization and Robotics. Handbook of Computational Intelligence 2015: 1291-1309
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Christian Blum, Sergi Mateo Bellido:
Ant Colony Optimization for the Minimum-Weight Rooted Arborescence Problem. Handbook of Computational Intelligence 2015: 1333-1343
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Christian Blum, Günther R. Raidl:
Computational Performance Evaluation of Two Integer Linear Programming Models for the Minimum Common String Partition Problem. CoRR abs/1501.02388 (2015)
2014
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Hugo Hernández, Christian Blum:
FrogSim: distributed graph coloring in wireless ad hoc networks - An algorithm inspired by the calling behavior of Japanese tree frogs. Telecommun. Syst. 55(2): 211-223 (2014)
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Christian Blum, Maria J. Blesa, Borja Calvo:
Can Frogs Find Large Independent Sets in a Decentralized Way? Yes They Can! ANTS Conference 2014: 74-85
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Christian Blum, Paola Festa:
A Hybrid Ant Colony Optimization Algorithm for the Far From Most String Problem. EvoCOP 2014: 1-12
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Christian Blum, Maria J. Blesa, Carlos García-Martínez, Francisco J. Rodríguez, Manuel Lozano:
The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms. EvoCOP 2014: 218-229
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Christian Blum, José Antonio Lozano, Pedro Pinacho Davidson:
Iterative Probabilistic Tree Search for the Minimum Common String Partition Problem. Hybrid Metaheuristics 2014: 145-154
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Aritz Pérez, Christian Blum, José Antonio Lozano:
Learning Maximum Weighted (k+1)-Order Decomposable Graphs by Integer Linear Programming. Probabilistic Graphical Models 2014: 396-408
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Christian Blum, Gabriela Ochoa:
Evolutionary Computation in Combinatorial Optimisation - 14th European Conference, EvoCOP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers. Lecture Notes in Computer Science 8600, Springer 2014, ISBN 978-3-662-44319-4 [contents]
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Maria J. Blesa, Christian Blum, Stefan Voß:
Hybrid Metaheuristics - 9th International Workshop, HM 2014, Hamburg, Germany, June 11-13, 2014. Proceedings. Lecture Notes in Computer Science 8457, Springer 2014, ISBN 978-3-319-07643-0 [contents]
[i5]
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Christian Blum, José Antonio Lozano, Pedro Pinacho Davidson:
Mathematical Programming Strategies for Solving the Minimum Common String Partition Problem. CoRR abs/1405.5646 (2014)
2013
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Manuel López-Ibáñez, Christian Blum, Jeffrey W. Ohlmann, Barrett W. Thomas:
The travelling salesman problem with time windows: Adapting algorithms from travel-time to makespan optimization. Appl. Soft Comput. 13(9): 3806-3815 (2013)
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Pedro J. Copado-Méndez, Christian Blum, Gonzalo Guillén-Gosálbez, Laureano Jiménez:
Large neighbourhood search applied to the efficient solution of spatially explicit strategic supply chain management problems. Comput. Chem. Eng. 49: 114-126 (2013)
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Francisco J. Rodríguez, Manuel Lozano, Christian Blum, Carlos García-Martínez:
An iterated greedy algorithm for the large-scale unrelated parallel machines scheduling problem. Comput. Oper. Res. 40(7): 1829-1841 (2013)
[j35]
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Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andries P. Engelbrecht, Roderich Groß, Thomas Stützle:
ANTS 2012 special issue - Editorial. Swarm Intell. 7(2-3): 79-81 (2013)
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Christian Blum, Maria J. Blesa, Borja Calvo:
Beam-ACO for the Repetition-Free Longest Common Subsequence Problem. Artificial Evolution 2013: 79-90
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Christian Blum, Verena Schmid:
Solving the 2D Bin Packing Problem by Means of a Hybrid Evolutionary Algorithm. ICCS 2013: 899-908
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Pedro J. Copado-Méndez, Christian Blum, Gonzalo Guillén-Gosálbez, Laureano Jiménez:
Application of Large Neighborhood Search to Strategic Supply Chain Management in the Chemical Industry. Hybrid Metaheuristics 2013: 335-352
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Martin Middendorf, Christian Blum:
Evolutionary Computation in Combinatorial Optimization - 13th European Conference, EvoCOP 2013, Vienna, Austria, April 3-5, 2013. Proceedings. Lecture Notes in Computer Science 7832, Springer 2013, ISBN 978-3-642-37197-4 [contents]
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Christian Blum, Enrique Alba:
Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013. ACM 2013, ISBN 978-1-4503-1963-8 [contents]
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Christian Blum, Enrique Alba:
Genetic and Evolutionary Computation Conference, GECCO '13, Amsterdam, The Netherlands, July 6-10, 2013, Companion Material Proceedings. ACM 2013, ISBN 978-1-4503-1964-5 [contents]
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Maria J. Blesa, Christian Blum, Paola Festa, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics - 8th International Workshop, HM 2013, Ischia, Italy, May 23-25, 2013. Proceedings. Lecture Notes in Computer Science 7919, Springer 2013, ISBN 978-3-642-38515-5 [contents]
2012
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Francisco J. Rodríguez, Christian Blum, Carlos García-Martínez, Manuel Lozano:
GRASP with path-relinking for the non-identical parallel machine scheduling problem with minimising total weighted completion times. Ann. Oper. Res. 201(1): 383-401 (2012)
[j33]
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Salim Bouamama, Christian Blum, Abdellah Boukerram:
A population-based iterated greedy algorithm for the minimum weight vertex cover problem. Appl. Soft Comput. 12(6): 1632-1639 (2012)
[j32]
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Hugo Hernández, Christian Blum:
Distributed ant colony optimization for minimum energy broadcasting in sensor networks with realistic antennas. Comput. Math. Appl. 64(12): 3683-3700 (2012)
[j31]
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Andrea Roli, Stefano Benedettini, Thomas Stützle, Christian Blum:
Large neighbourhood search algorithms for the founder sequence reconstruction problem. Comput. Oper. Res. 39(2): 213-224 (2012)
[j30]
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Vera C. Hemmelmayr, Verena Schmid, Christian Blum:
Variable neighbourhood search for the variable sized bin packing problem. Comput. Oper. Res. 39(5): 1097-1108 (2012)
[j29]
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Hugo Hernández, Christian Blum:
Distributed graph coloring: an approach based on the calling behavior of Japanese tree frogs. Swarm Intell. 6(2): 117-150 (2012)
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Sergi Mateo, Christian Blum, Pascal Fua, Engin Türetken:
Hybrid Algorithms for the Minimum-Weight Rooted Arborescence Problem. ANTS 2012: 61-72
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Francisco J. Rodríguez, Christian Blum, Manuel Lozano, Carlos García-Martínez:
Iterated Greedy Algorithms for the Maximal Covering Location Problem. EvoCOP 2012: 172-181
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Francisco J. Rodríguez, Carlos García-Martínez, Christian Blum, Manuel Lozano:
An Artificial Bee Colony Algorithm for the Unrelated Parallel Machines Scheduling Problem. PPSN (2) 2012: 143-152
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Christian Blum:
Hybrid Metaheuristics in Combinatorial Optimization: A Tutorial. TPNC 2012: 1-10
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Christian Blum, Raymond Chiong, Maurice Clerc, Kenneth A. De Jong, Zbigniew Michalewicz, Ferrante Neri, Thomas Weise:
Evolutionary Optimization. Variants of Evolutionary Algorithms for Real-World Applications 2012: 1-29
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Marco Dorigo, Mauro Birattari, Christian Blum, Anders Lyhne Christensen, Andries P. Engelbrecht, Roderich Groß, Thomas Stützle:
Swarm Intelligence - 8th International Conference, ANTS 2012, Brussels, Belgium, September 12-14, 2012. Proceedings. Lecture Notes in Computer Science 7461, Springer 2012, ISBN 978-3-642-32649-3 [contents]
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Christian Blum, Verena Schmid, Lukas Baumgartner:
On Solving the Oriented Two-Dimensional Bin Packing Problem under Free Guillotine Cutting: Exploiting the Power of Probabilistic Solution Construction. CoRR abs/1209.0880 (2012)
2011
[j28]
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Christian Blum, Roberto Battiti:
Guest editorial: Special issue based on the LION 4 conference. Ann. Math. Artif. Intell. 61(2): 47-48 (2011)
[j27]
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Christian Blum, Jakob Puchinger, Günther R. Raidl, Andrea Roli:
Hybrid metaheuristics in combinatorial optimization: A survey. Appl. Soft Comput. 11(6): 4135-4151 (2011)
[j26]
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Hugo Hernández, Christian Blum:
Minimum energy broadcasting in wireless sensor networks: An ant colony optimization approach for a realistic antenna model. Appl. Soft Comput. 11(8): 5684-5694 (2011)
[j25]
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Hugo Hernández, Christian Blum:
Foundations of Antcycle: Self-synchronized Duty-cycling in Mobile Sensor Networks. Comput. J. 54(9): 1427-1448 (2011)
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Christian Blum, Cristóbal Miralles:
On solving the assembly line worker assignment and balancing problem via beam search. Comput. Oper. Res. 38(1): 328-339 (2011)
[j23]
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Engin Türetken, Germán González, Christian Blum, Pascal Fua:
Automated Reconstruction of Dendritic and Axonal Trees by Global Optimization with Geometric Priors. Neuroinformatics 9(2-3): 279-302 (2011)
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Hugo Hernández, Christian Blum:
Implementing a model of Japanese tree frogs' calling behavior in sensor networks: a study of possible improvements. GECCO (Companion) 2011: 615-622
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Christian Blum:
Ant colony optimization. GECCO (Companion) 2011: 963-990
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Lukas Baumgartner, Verena Schmid, Christian Blum:
Solving the Two-Dimensional Bin Packing Problem with a Probabilistic Multi-start Heuristic. LION 2011: 76-90
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Hugo Hernández, Christian Blum:
Distributed graph coloring in wireless ad hoc networks: A light-weight algorithm based on Japanese tree frogs' calling behaviour. WMNC 2011: 1-7
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James M. Hereford, Christian Blum:
FlockOpt: A new swarm optimization algorithm based on collective behavior of starling birds. NaBIC 2011: 17-22
2010
[j22]
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Christian Blum:
Hybrid Metaheuristics. Comput. Oper. Res. 37(3): 430-431 (2010)
[j21]
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Manuel López-Ibáñez, Christian Blum:
Beam-ACO for the travelling salesman problem with time windows. Comput. Oper. Res. 37(9): 1570-1583 (2010)
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Monaldo Mastrolilli, Christian Blum:
On the use of different types of knowledge in metaheuristics based on constructing solutions. Eng. Appl. Artif. Intell. 23(5): 650-659 (2010)
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Christian Blum:
Beam-ACO for the longest common subsequence problem. IEEE Congress on Evolutionary Computation 2010: 1-8
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Manuel Lozano, Christian Blum:
A Hybrid Metaheuristic for the Longest Common Subsequence Problem. Hybrid Metaheuristics 2010: 1-15
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Christian Blum, Vera C. Hemmelmayr, Hugo Hernández, Verena Schmid:
Hybrid Algorithms for the Variable Sized Bin Packing Problem. Hybrid Metaheuristics 2010: 16-30
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Stefano Benedettini, Christian Blum, Andrea Roli:
A Randomized Iterated Greedy Algorithm for the Founder Sequence Reconstruction Problem. LION 2010: 37-51
[c39]
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Engin Türetken, Christian Blum, Germán González, Pascal Fua:
Reconstructing Geometrically Consistent Tree Structures from Noisy Images. MICCAI (1) 2010: 291-299
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Hugo Hernández, Maria J. Blesa, Christian Blum, Tobias Baumgartner, Sándor P. Fekete, Alexander Kröller:
A Protocol for Self-Synchronized Duty-Cycling in Sensor Networks: Generic Implementation in Wiselib. MSN 2010: 134-139
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Maria J. Blesa, Christian Blum, Günther R. Raidl, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics - 7th International Workshop, HM 2010, Vienna, Austria, October 1-2, 2010. Proceedings. Lecture Notes in Computer Science 6373, Springer 2010, ISBN 978-3-642-16053-0 [contents]
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Christian Blum, Roberto Battiti:
Learning and Intelligent Optimization, 4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers. Lecture Notes in Computer Science 6073, Springer 2010, ISBN 978-3-642-13799-0 [contents]
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Hugo Hernández, Tobias Baumgartner, Maria J. Blesa, Christian Blum, Alexander Kröller, Sándor P. Fekete:
A Protocol for Self-Synchronized Duty-Cycling in Sensor Networks: Generic Implementation in Wiselib. CoRR abs/1010.4385 (2010)
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Hugo Hernández, Christian Blum:
Distributed Graph Coloring: An Approach Based on the Calling Behavior of Japanese Tree Frogs. CoRR abs/1011.5349 (2010)
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Christian Blum:
Iterative Beam Search for Simple Assembly Line Balancing with a Fixed Number of Work Stations. CoRR abs/1012.3273 (2010)

2000 – 2009

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2009
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Christian Blum, Maria J. Blesa, Manuel López-Ibáñez:
Beam search for the longest common subsequence problem. Comput. Oper. Res. 36(12): 3178-3186 (2009)
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Christian Blum:
Book review. Comput. Sci. Rev. 3(4): 263-267 (2009)
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Hugo Hernández, Christian Blum:
Ant colony optimization for multicasting in static wireless ad-hoc networks. Swarm Intell. 3(2): 125-148 (2009)
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Manuel López-Ibáñez, Christian Blum, Dhananjay R. Thiruvady, Andreas T. Ernst, Bernd Meyer:
Beam-ACO Based on Stochastic Sampling for Makespan Optimization Concerning the TSP with Time Windows. EvoCOP 2009: 97-108
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Hugo Hernández, Christian Blum:
Self-synchronized duty-cycling in sensor networks with energy harvesting capabilities: the static network case. GECCO 2009: 33-40
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Christian Blum:
Ant colony optimization. GECCO (Companion) 2009: 2825-2852
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Dhananjay R. Thiruvady, Christian Blum, Bernd Meyer, Andreas T. Ernst:
Hybridizing Beam-ACO with Constraint Programming for Single Machine Job Scheduling. Hybrid Metaheuristics 2009: 30-44
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Hugo Hernández, Christian Blum:
Asynchronous simulation of a self-synchronized duty-cycling mechanism for mobile sensor networks. BADS@ICAC 2009: 61-68
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Andrea Roli, Christian Blum:
Tabu Search for the Founder Sequence Reconstruction Problem: A Preliminary Study. IWANN (2) 2009: 1035-1042
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Manuel López-Ibáñez, Christian Blum:
Beam-ACO Based on Stochastic Sampling: A Case Study on the TSP with Time Windows. LION 2009: 59-73
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Hugo Hernández, Christian Blum, Martin Middendorf, Kai Ramsch, Alexander Scheidler:
Self-synchronized duty-cycling for mobile sensor networks with energy harvesting capabilities: A swarm intelligence study. SIS 2009: 153-159
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Maria J. Blesa, Christian Blum, Luca Di Gaspero, Andrea Roli, Michael Sampels, Andrea Schaerf:
Hybrid Metaheuristics, 6th International Workshop, HM 2009, Udine, Italy, October 16-17, 2009. Proceedings. Lecture Notes in Computer Science 5818, Springer 2009, ISBN 978-3-642-04917-0 [contents]
2008
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Christian Blum, Mateu Yábar Vallès, Maria J. Blesa:
An ant colony optimization algorithm for DNA sequencing by hybridization. Comput. Oper. Res. 35(11): 3620-3635 (2008)
[j15]
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Christian Blum:
Beam-ACO for Simple Assembly Line Balancing. INFORMS J. Comput. 20(4): 618-627 (2008)
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Hugo Hernández, Christian Blum, Guillem Francès:
Ant Colony Optimization for Energy-Efficient Broadcasting in Ad-Hoc Networks. ANTS Conference 2008: 25-36
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Alexander Scheidler, Christian Blum, Daniel Merkle, Martin Middendorf:
Emergent Sorting in Networks of Router Agents. ANTS Conference 2008: 299-306
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Christian Blum, Joaquín Bautista, Jordi Pereira:
An Extended Beam-ACO Approach to the Time and Space Constrained Simple Assembly Line Balancing Problem. EvoCOP 2008: 85-96
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Hugo Hernández, Christian Blum:
Energy-efficient multicasting in wireless ad-hoc networks: An ant colony optimization approach. ISWCS 2008: 667-671
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Christian Blum, Xiaodong Li:
Swarm Intelligence in Optimization. Swarm Intelligence 2008: 43-85
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Christian Blum, Andrea Roli:
Hybrid Metaheuristics: An Introduction. Hybrid Metaheuristics 2008: 1-30
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Christian Blum, Carlos Cotta, Antonio J. Fernández, José E. Gallardo, Monaldo Mastrolilli:
Hybridizations of Metaheuristics With Branch & Bound Derivates. Hybrid Metaheuristics 2008: 85-116
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Marco Dorigo, Mauro Birattari, Christian Blum, Maurice Clerc, Thomas Stützle, Alan F. T. Winfield:
Ant Colony Optimization and Swarm Intelligence, 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008. Proceedings. Lecture Notes in Computer Science 5217, Springer 2008, ISBN 978-3-540-87526-0 [contents]
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Maria J. Blesa, Christian Blum, Carlos Cotta, Antonio J. Fernández, José E. Gallardo, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics, 5th International Workshop, HM 2008, Málaga, Spain, October 8-9, 2008. Proceedings. Lecture Notes in Computer Science 5296, Springer 2008, ISBN 978-3-540-88438-5 [contents]
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Christian Blum, Daniel Merkle:
Swarm Intelligence: Introduction and Applications. Natural Computing Series, Springer 2008, ISBN 978-3-540-74088-9 [contents]
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Christian Blum, María J. Blesa Aguilera, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics, An Emerging Approach to Optimization. Studies in Computational Intelligence 114, Springer 2008, ISBN 978-3-540-78294-0 [contents]
2007
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Christian Blum:
Revisiting dynamic programming for finding optimal subtrees in trees. Eur. J. Oper. Res. 177(1): 102-115 (2007)
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Maria J. Blesa, Christian Blum:
Finding Edge-disjoint Paths in Networks: An Ant Colony Optimization Algorithm. J. Math. Model. Algorithms 6(3): 361-391 (2007)
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Krzysztof Socha, Christian Blum:
An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training. Neural Comput. Appl. 16(3): 235-247 (2007)
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Christian Blum, Carlos Cotta, Antonio J. Fernández, José E. Gallardo:
A Probabilistic Beam Search Approach to the Shortest Common Supersequence Problem. EvoCOP 2007: 36-47
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Francisco Luna, Christian Blum, Enrique Alba, Antonio J. Nebro:
ACO vs EAs for solving a real-world frequency assignment problem in GSM networks. GECCO 2007: 94-101
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Christian Blum:
Ant Colony Optimization: Introduction and Hybridizations. HIS 2007: 24-29
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Christian Blum, Monaldo Mastrolilli:
Using Branch & Bound Concepts in Construction-Based Metaheuristics: Exploiting the Dual Problem Knowledge. Hybrid Metaheuristics 2007: 123-139
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Christian Blum, Maria J. Blesa:
Probabilistic Beam Search for the Longest Common Subsequence Problem. SLS 2007: 150-161
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Thomas Bartz-Beielstein, María J. Blesa Aguilera, Christian Blum, Boris Naujoks, Andrea Roli, Günter Rudolph, Michael Sampels:
Hybrid Metaheuristics, 4th International Workshop, HM 2007, Dortmund, Germany, October 8-9, 2007, Proceedings. Lecture Notes in Computer Science 4771, Springer 2007, ISBN 978-3-540-75513-5 [contents]
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Maria J. Blesa, Christian Blum:
On Solving the Maximum Disjoint Paths Problem with Ant Colony Optimization. Handbook of Approximation Algorithms and Metaheuristics 2007
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Guillermo Leguizamón, Enrique Alba, Christian Blum:
Evolutionary Computation. Handbook of Approximation Algorithms and Metaheuristics 2007
2006
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Christian Blum, Andrea Roli, Michael Sampels:
Editorial. J. Math. Model. Algorithms 5(1): 1-3 (2006)
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Christian Blum, Joaquín Bautista, Jordi Pereira:
Beam-ACO Applied to Assembly Line Balancing. ANTS Workshop 2006: 96-107
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Christian Blum:
A new hybrid evolutionary algorithm for the huge k-cardinality tree problem. GECCO 2006: 515-522
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Christian Blum, Mateu Yábar Vallès:
Multi-level Ant Colony Optimization for DNA Sequencing by Hybridization. Hybrid Metaheuristics 2006: 94-109
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Maria J. Blesa, Christian Blum:
A nature-inspired algorithm for the disjoint paths problem. IPDPS 2006
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Christian Blum, Mateu Yábar Vallès:
New Constructive Heuristics for DNA Sequencing by Hybridization. WABI 2006: 355-365
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Francisco Almeida, María J. Blesa Aguilera, Christian Blum, J. Marcos Moreno-Vega, Melquíades Pérez Pérez, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics, Third International Workshop, HM 2006, Gran Canaria, Spain, October 13-15, 2006, Proceedings. Lecture Notes in Computer Science 4030, Springer 2006, ISBN 3-540-46384-4 [contents]
2005
[j10]
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Christian Blum:
M. Dorigo and T. Stützle, Ant Colony Optimization. Artif. Intell. 165(2): 261-264 (2005)
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Christian Blum, Maria J. Blesa:
New metaheuristic approaches for the edge-weighted k-cardinality tree problem. Comput. Oper. Res. 32: 1355-1377 (2005)
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Christian Blum:
Beam-ACO - hybridizing ant colony optimization with beam search: an application to open shop scheduling. Comput. Oper. Res. 32: 1565-1591 (2005)
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Daniel Merkle, Christian Blum:
Swarm Intelligence - An Optimization-Based Introduction. Künstliche Intell. 19(4): 5-10 (2005)
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Marco Dorigo, Christian Blum:
Ant colony optimization theory: A survey. Theor. Comput. Sci. 344(2-3): 243-278 (2005)
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Christian Blum, Marco Dorigo:
Search bias in ant colony optimization: on the role of competition-balanced systems. IEEE Trans. Evol. Comput. 9(2): 159-174 (2005)
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Christian Blum, Krzysztof Socha:
Training feed-forward neural networks with ant colony optimization: An application to pattern classification. HIS 2005: 233-238
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Christian Blum, Maria J. Blesa:
Combining Ant Colony Optimization with Dynamic Programming for Solving the k-Cardinality Tree Problem. IWANN 2005: 25-33
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Maria J. Blesa, Christian Blum, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics, Second International Workshop, HM 2005, Barcelona, Spain, August 29-30, 2005, Proceedings. Lecture Notes in Computer Science 3636, Springer 2005, ISBN 3-540-28535-0 [contents]
2004
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Christian Blum:
Theoretical and practical aspects of ant colony optimization. Brussels, Univ., 2004, ISBN 3-89838-282-6, pp. 1-280
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Christian Blum, Michael Sampels:
An Ant Colony Optimization Algorithm for Shop Scheduling Problems. J. Math. Model. Algorithms 3(3): 285-308 (2004)
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Christian Blum, Marco Dorigo:
The hyper-cube framework for ant colony optimization. IEEE Trans. Syst. Man Cybern. Part B 34(2): 1161-1172 (2004)
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Christian Blum, Marco Dorigo:
Deception in Ant Colony Optimization. ANTS Workshop 2004: 118-129
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Maria J. Blesa, Christian Blum:
Ant Colony Optimization for the Maximum Edge-Disjoint Paths Problem. EvoWorkshops 2004: 160-169
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Marco Dorigo, Mauro Birattari, Christian Blum, Luca Maria Gambardella, Francesco Mondada, Thomas Stützle:
Ant Colony Optimization and Swarm Intelligence, 4th International Workshop, ANTS 2004, Brussels, Belgium, September 5 - 8, 2004, Proceedings. Lecture Notes in Computer Science 3172, Springer 2004, ISBN 3-540-22672-9 [contents]
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Christian Blum, Andrea Roli, Michael Sampels:
Hybrid Metaheuristics, First International Workshop, HM 2004, Valencia, Spain, August 22-23, 2004, Proceedings. 2004, ISBN 3-00-015331-4 [contents]
2003
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Christian Blum, Andrea Roli:
Metaheuristics in combinatorial optimization: Overview and conceptual comparison. ACM Comput. Surv. 35(3): 268-308 (2003)
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Christian Blum, Matthias Ehrgott:
Local Search Algorithms for the k-cardinality Tree Problem. Discret. Appl. Math. 128(2-3): 511-540 (2003)
2002
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Christian Blum:
ACO Applied to Group Shop Scheduling: A Case Study on Intensification and Diversification. Ant Algorithms 2002: 14-27
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Christian Blum, Michael Sampels:
Ant colony optimization for FOP shop scheduling: a case study on different pheromone representations. IEEE Congress on Evolutionary Computation 2002: 1558-1563
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Christian Blum:
Ant Colony Optimization For The Edge-weighted k-cardinality Tree Problem. GECCO 2002: 27-34
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Christian Blum, Michael Sampels, Mark Zlochin:
On A Particularity In Model-based Search. GECCO 2002: 35-42
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Michael Sampels, Christian Blum, Monaldo Mastrolilli, Olivia Rossi-Doria:
Metaheuristics for Group Shop Scheduling. PPSN 2002: 631-640
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Christian Blum, Michael Sampels:
When Model Bias Is Stronger than Selection Pressure. PPSN 2002: 893-902
2001
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Andrea Roli, Christian Blum:
Critical Parallelization of Local Search for MAX-SAT. AI*IA 2001: 147-158
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Margarita Sordo, John Fox, Christian Blum, Paul Taylor, Richard Lee, Eugenio Alberdi:
Combining Decision Support and Image Processing: A PROforma Model. MedInfo 2001: 547-551

1990 – 1999

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1997
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Jürgen Rahmel, Christian Blum, Peter Hahn, Björn Krapohl:
Diagnosis and Monitoring of Ulnar Nerve Lesions. AIME 1997: 211-222
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Jürgen Rahmel, Christian Blum, Peter Hahn:
On the Role of Hierarchy for Neural Network Interpretation. IJCAI 1997: 1072-1077
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Jürgen Rahmel, Christian Blum, Peter Hahn:
Interpretation of a Hierarchical Neural Network. IWANN 1997: 651-659

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