Adaptive Optimisation of Complex Combinatorial Problems

Research output

Research output per year 2014 2015 2016 2017 2018

• 7 Article
• 4 Conference Paper
• 1 Chapter (Book)

Research output per year

Research output per year

Search results

• 2018

  An efficient method for uncertainty propagation in robust software performance estimation

  Aleti, A., Trubiani, C., van Hoorn, A. & Jamshidi, P., Apr 2018, In: Journal of Systems and Software. 138, p. 222-235 14 p.

  Research output: Contribution to journal › Article › Research › peer-review
  18 Citations (Scopus)
• 2017

  An adaptive memetic algorithm for the architecture optimisation problem

  Sabar, N. R. & Aleti, A., 2017, Artificial Life and Computational Intelligence: Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, January 31 - February 2, 2017, Proceedings. Wagner, M., Li, X. & Hendtlass, T. (eds.). Cham, Switzerland: Springer, p. 254-265 12 p. (Lecture Notes in Artificial Intelligence; vol. 10142).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  8 Citations (Scopus)

• Analysing the fitness landscape of search-based software testing problems

  Aleti, A., Moser, I. & Grunske, L., Sept 2017, In: Automated Software Engineering. 24, 3, p. 603-621 19 p.

  Research output: Contribution to journal › Article › Research › peer-review
  34 Citations (Scopus)

• The nature of nature: Why nature-inspired algorithms work

  Green, D., Aleti, A. & Garcia, J., 2017, Nature-Inspired Computing and Optimization: Theory and Applications. Patnaik, S., Yang, X-S. & Nakamatsu, K. (eds.). Cham, Switzerland: Springer, p. 1-27 27 p. (Modeling and Optimization in Science and Technologies; vol. 10).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (Book) › Research › peer-review
  6 Citations (Scopus)
• 2016

  A mixed integer linear programming model for reliability optimisation in the component deployment problem

  Nazari, A., Thiruvady, D., Aleti, A. & Moser, I., Aug 2016, In: Journal of the Operational Research Society. 67, 8, p. 1050-1060 11 p.

  Research output: Contribution to journal › Article › Research › peer-review
  11 Citations (Scopus)

• A systematic literature review of adaptive parameter control methods for evolutionary algorithms

  Aleti, A. & Moser, I., 1 Oct 2016, In: ACM Computing Surveys. 49, 3, 35 p., 56.

  Research output: Contribution to journal › Article › Research › peer-review
  108 Citations (Scopus)

• Can Monte-Carlo Tree Search learn to sacrifice?

  Companez, N. & Aleti, A., 2016, In: Journal of Heuristics. 22, 6, p. 783-813 31 p.

  Research output: Contribution to journal › Article › Research › peer-review
  8 Citations (Scopus)

• Fitness landscape characterisation for constrained software architecture optimisation problems

  Aleti, A. & Moser, I., 2016, 20th International Conference on Engineering of Complex Computer Systems (ICECCS 2015): Gold Coast, Australia, 9 – 12 December 2015 [proceedings]. Li, Y-F. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 11-20 10 p. 7384225

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  4 Citations (Scopus)
• 2015

  Adaptive neighbourhood search for the component deployment problem

  Aleti, A. & Drugan, M. M., 2015, Search-Based Software Engineering: 7th International Symposium (SSBSE 2015): Bergamo, Italy, September 5-7, 2015, Proceedings. Barros, M. & Labiche, Y. (eds.). Cham [Switzerland]: Springer, p. 188 - 202 15 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

• Designing automotive embedded systems with adaptive genetic algorithms

  Aleti, A., 2015, In: Automated Software Engineering. 22, 2, p. 199 - 240 42 p.

  Research output: Contribution to journal › Article › Research › peer-review
  14 Citations (Scopus)

• Test data generation with a Kalman filter-based adaptive genetic algorithm

  Aleti, A. & Grunske, L., 2015, In: Journal of Systems and Software. 103, p. 343 - 352 10 p.

  Research output: Contribution to journal › Article › Research › peer-review
  30 Citations (Scopus)
• 2014

  Constraint programming and ant colony system for the component deployment problem

  Thiruvady, D. R., Moser, I., Aleti, A. & Nazari, A., 2014, 2014 International Conference on Computational Science (ICCS 2014). Abramson, D., Lees, M., Krzhizhanovskaya, V., Dongarra, J. & Sloot, P. M. A. (eds.). Amsterdam Netherlands: Elsevier, p. 1937 - 1947 11 p. (Procedia Computer Science; vol. 29).

  Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
  10 Citations (Scopus)