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ORCIDSamadhi Nallaperuma
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Journal Articles
- 2021
[j8]Wanru Gao, Samadhi Nallaperuma, Frank Neumann:
Feature-Based Diversity Optimization for Problem Instance Classification. Evol. Comput. 29(1): 107-128 (2021)- [j7]Shahin Jalili
, Samadhi Nallaperuma, Edward C. Keedwell, Alex Dawn, Laurence Oakes-Ash:
Application of metaheuristics for signal optimisation in transportation networks: A comprehensive survey. Swarm Evol. Comput. 63: 100865 (2021) - 2019
- [j6]Samadhi Nallaperuma, Pietro S. Oliveto, Jorge Pérez Heredia, Dirk Sudholt:
On the Analysis of Trajectory-Based Search Algorithms: When is it Beneficial to Reject Improvements? Algorithmica 81(2): 858-885 (2019) - 2018
- [j5]Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter:
A case study of algorithm selection for the traveling thief problem. J. Heuristics 24(3): 295-320 (2018) - 2017
- [j4]Samadhi Nallaperuma, Frank Neumann, Dirk Sudholt:
Expected Fitness Gains of Randomized Search Heuristics for the Traveling Salesperson Problem. Evol. Comput. 25(4) (2017) - [j3]Mohammad Reza Bonyadi, Zbigniew Michalewicz, Samadhi Nallaperuma, Frank Neumann:
Ahura: A Heuristic-Based Racer for the Open Racing Car Simulator. IEEE Trans. Comput. Intell. AI Games 9(3): 290-304 (2017) - 2015
- [j2]Samadhi Nallaperuma, Markus Wagner, Frank Neumann:
Analyzing the Effects of Instance Features and Algorithm Parameters for Max-Min Ant System and the Traveling Salesperson Problem. Frontiers Robotics AI 2: 18 (2015) - 2014
- [j1]Andrew M. Sutton, Frank Neumann, Samadhi Nallaperuma:
Parameterized Runtime Analyses of Evolutionary Algorithms for the Planar Euclidean Traveling Salesperson Problem. Evol. Comput. 22(4): 595-628 (2014)
Conference and Workshop Papers
- 2018
- [c12]David I. Fletcher, Robert F. Harrison, Twin Karmakharm, Samadhi Nallaperuma, Paul Richmond:
RateSetter: roadmap for faster, safer, and better platform train interface design and operation using evolutionary optimisation. GECCO 2018: 1230-1237 - 2017
- [c11]Samadhi Nallaperuma, Pietro S. Oliveto, Jorge Pérez Heredia, Dirk Sudholt:
When is it beneficial to reject improvements? GECCO 2017: 1391-1398 - 2016
- [c10]Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Samadhi Nallaperuma, Frank Neumann, Martin Schirneck:
Fast Building Block Assembly by Majority Vote Crossover. GECCO 2016: 661-668 - [c9]Vanessa Volz, Samadhi Nallaperuma, Boris Naujoks:
GECCO'16 Student Workshop Chairs' Welcome & Organization. GECCO (Companion) 2016: 991-992 - [c8]Wanru Gao, Samadhi Nallaperuma, Frank Neumann:
Feature-Based Diversity Optimization for Problem Instance Classification. PPSN 2016: 869-879 - 2014
- [c7]Samadhi Nallaperuma, Frank Neumann, Mohammad Reza Bonyadi, Zbigniew Michalewicz:
EVOR: an online evolutionary algorithm for car racing games. GECCO 2014: 317-324 - [c6]Samadhi Nallaperuma, Frank Neumann, Dirk Sudholt:
A fixed budget analysis of randomized search heuristics for the traveling salesperson problem. GECCO 2014: 807-814 - [c5]Samadhi Nallaperuma, Markus Wagner, Frank Neumann:
Parameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem. PPSN 2014: 100-109 - 2013
- [c4]Samadhi Nallaperuma, Andrew M. Sutton, Frank Neumann:
Fixed-parameter evolutionary algorithms for the Euclidean Traveling Salesperson problem. IEEE Congress on Evolutionary Computation 2013: 2037-2044 - [c3]Samadhi Nallaperuma, Andrew M. Sutton, Frank Neumann:
Parameterized complexity analysis and more effective construction methods for ACO algorithms and the euclidean traveling salesperson problem. IEEE Congress on Evolutionary Computation 2013: 2045-2052 - [c2]Samadhi Nallaperuma, Markus Wagner, Frank Neumann, Bernd Bischl, Olaf Mersmann, Heike Trautmann:
A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem. FOGA 2013: 147-160 - [c1]Samadhi Nallaperuma, Markus Wagner, Frank Neumann:
Ant colony optimisation and the traveling salesperson problem: hardness, features and parameter settings. GECCO (Companion) 2013: 13-14
Informal and Other Publications
- 2016
- [i2]Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter:
A case study of algorithm selection for the traveling thief problem. CoRR abs/1609.00462 (2016) - 2015
- [i1]Wanru Gao, Samadhi Nallaperuma, Frank Neumann:
Feature-Based Diversity Optimization for Problem Instance Classification. CoRR abs/1510.08568 (2015)
Coauthor Index
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