Samadhi Nallaperuma

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 12

Top Topics

Complexity Analysis

Search Heuristics

Ant Colony Optimization

Top Venues

GECCO (Companion)

IEEE Congress on Evolutionary Computation

Publications

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 (2021)
Wanru Gao, Samadhi Nallaperuma, Frank Neumann
Feature-Based Diversity Optimization for Problem Instance Classification. Evol. Comput. 29 (1) (2021)
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) (2019)
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) (2018)
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)
Samadhi Nallaperuma, Pietro S. Oliveto, Jorge Pérez Heredia, Dirk Sudholt
When is it beneficial to reject improvements? GECCO (2017)
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) (2017)
Samadhi Nallaperuma, Frank Neumann, Dirk Sudholt
Expected Fitness Gains of Randomized Search Heuristics for the Traveling Salesperson Problem. Evol. Comput. 25 (4) (2017)
Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter
A case study of algorithm selection for the traveling thief problem. CoRR (2016)
Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Samadhi Nallaperuma, Frank Neumann, Martin Schirneck
Fast Building Block Assembly by Majority Vote Crossover. GECCO (2016)
Vanessa Volz, Samadhi Nallaperuma, Boris Naujoks
GECCO'16 Student Workshop Chairs' Welcome & Organization. GECCO (Companion) (2016)
Wanru Gao, Samadhi Nallaperuma, Frank Neumann
Feature-Based Diversity Optimization for Problem Instance Classification. PPSN (2016)
Wanru Gao, Samadhi Nallaperuma, Frank Neumann
Feature-Based Diversity Optimization for Problem Instance Classification. CoRR (2015)
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 (2015)
Samadhi Nallaperuma, Frank Neumann, Dirk Sudholt
A fixed budget analysis of randomized search heuristics for the traveling salesperson problem. GECCO (2014)
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)
Andrew M. Sutton, Frank Neumann, Samadhi Nallaperuma
Parameterized Runtime Analyses of Evolutionary Algorithms for the Planar Euclidean Traveling Salesperson Problem. Evol. Comput. 22 (4) (2014)
Samadhi Nallaperuma, Frank Neumann, Mohammad Reza Bonyadi, Zbigniew Michalewicz
EVOR: an online evolutionary algorithm for car racing games. GECCO (2014)
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)
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)
Samadhi Nallaperuma, Markus Wagner, Frank Neumann
Ant colony optimisation and the traveling salesperson problem: hardness, features and parameter settings. GECCO (Companion) (2013)
Samadhi Nallaperuma, Andrew M. Sutton, Frank Neumann
Fixed-parameter evolutionary algorithms for the Euclidean Traveling Salesperson problem. IEEE Congress on Evolutionary Computation (2013)