By Dr Ismail Mohamed Ismail Ali

Book Chapters

Ali IM; Elsayed SM; Ray T; Sarker RA, 2016, 'A differential evolution algorithm for solving resource constrained project scheduling problems', in , pp. 209 - 220, http://dx.doi.org/10.1007/978-3-319-28270-1_18

Journal articles

Ghanem R; Ali IM; Abpeikar S; Kasmarik K; Garratt M, 2025, 'Optimizing and predicting swarming collective motion performance for coverage problems solving: A simulation-optimization approach', Engineering Applications of Artificial Intelligence, 139, http://dx.doi.org/10.1016/j.engappai.2024.109522

Ali IM; Turan HH; Chakrabortty RK; Elsawah S, 2024, 'Multi-objective-based differential evolution for balancing production cost, diversity and aggregated performance attributes in product family design', Flexible Services and Manufacturing Journal, 36, pp. 175 - 223, http://dx.doi.org/10.1007/s10696-022-09480-9

Ali IM; Biswas S; Turan HH; Chakrabortty RK; Elsawah S; Ryan MJ, 2023, 'An integrated differential evolution algorithm for reconfigurable manufacturing systems', Applied Soft Computing, 149, http://dx.doi.org/10.1016/j.asoc.2023.111025

Ali IM; Turan HH; Elsawah S, 2023, 'A military fleet mix problem for high-valued defense assets: A simulation-based optimization approach', Expert Systems with Applications, 213, pp. 118964, http://dx.doi.org/10.1016/j.eswa.2022.118964

Biswas S; Ali I; Chakrabortty RK; Turan HH; Elsawah S; Ryan MJ, 2022, 'Dynamic modeling for product family evolution combined with artificial neural network based forecasting model: A study of iPhone evolution', Technological Forecasting and Social Change, 178, http://dx.doi.org/10.1016/j.techfore.2022.121549

Ali IM; Essam D; Kasmarik K, 2021, 'Novel binary differential evolution algorithm for knapsack problems', Information Sciences, 542, pp. 177 - 194, http://dx.doi.org/10.1016/j.ins.2020.07.013

Ali I; Sallam K; Moustafa N; Chakrabortty R; Ryan M; Choo K-KR, 2020, 'An Automated Task Scheduling Model using Non-Dominated Sorting Genetic Algorithm II for Fog-Cloud Systems', IEEE Transactions on Cloud Computing, http://dx.doi.org/10.1109/TCC.2020.3032386

Ali I; Essam D; Kasmarik K, 2020, 'A Novel Design of Differential Evolution for Solving Discrete Traveling Salesman Problems', Swarm and Evolutionary Computation, 52

Ali IM; Essam D; Kasmarik K, 2019, 'A novel differential evolution mapping technique for generic combinatorial optimization problems', Applied Soft Computing Journal, 80, pp. 297 - 309, http://dx.doi.org/10.1016/j.asoc.2019.04.017

Conference Papers

Salim S; Ali I; Elsawah S, 2024, 'A Secure Simulation-optimisation Framework for Fleet Mix Problem: A Defence-based Real-world Application', in GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion, pp. 207 - 210, http://dx.doi.org/10.1145/3638530.3654170

Ali IM; Turan HH; Elsawah S, 2022, 'A Discrete Differential Evolution Algorithm for a Military Fleet Modernization Problem', in 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2022 IEEE Congress on Evolutionary Computation (CEC), 18 July 2022 - 23 July 2022, http://dx.doi.org/10.1109/CEC55065.2022.9870320

Ali I; Turan H; Chakrabortty R; El Sawah S; Ryan M, 2021, 'An Integrated Differential Evolution-based Heuristic Approach for Product Family Design Problem', IEEE, Krakow, Poland, presented at 2021 IEEE Congress on Evolutionary Computation (CEC), Krakow, Poland, 28 June 2021 - 01 July 2021

Ali I; Essam D; Kasmarik K, 2020, 'Differential Evolution Algorithm for Multiple Inter-dependent Components Traveling Thief Problem', Glasgow, presented at IEEE CEC, Glasgow

Ali IM; Essam D; Kasmarik K, 2019, 'New designs of k-means clustering and crossover operator for solving traveling salesman problems using evolutionary algorithms', in IJCCI 2019 - Proceedings of the 11th International Joint Conference on Computational Intelligence, Vienna, Austria, pp. 123 - 130, presented at Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019, Vienna, Austria, September 17-19, 2019, Vienna, Austria, 17 September 2019 - 19 September 2019, http://dx.doi.org/10.5220/0007940001230130

Ali I; Kasmarik KE; Essam D, 2018, 'An Efficient Differential Evolution Algorithm for solving 0-1 Knapsack Problems', Brazil, presented at IEEE CEC, Brazil, -

Ali IM; Elsayed SABER; Ray T; Sarker R, 2015, 'Memetic Algorithm for solving Resource Constrained Project Scheduling Problems', in Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press): STM Titles, Sendai, presented at CEC, Sendai, 25 May 2015 - 28 May 2015, http://dx.doi.org/10.1109/CEC.2015.7257231

Theses / Dissertations

Ali I, 2020, A Differential Evolution Algorithm for Generic Combinatorial Optimization Problems, UNSWorks, http://dx.doi.org/10.26190/unsworks/3968

Ali I, 2016, Evolutionary Algorithms for Resource Constrained Project Scheduling, https://www.unsworks.unsw.edu.au/permalink/f/5gm2j3/unsworks_40688

Preprints

Ali IM; Turan HH; ElSawah S, A Military Fleet Mix Problem For High-Valued Defense Assets: A Simulation-Based Optimization Approach, http://dx.doi.org/10.2139/ssrn.4186508

Ali IM; Biswas S; Turan HH; Chakrabortty RK; ElSawah S; Ryan MJ, An Integrated Differential Evolution Algorithm for Reconfigurable Manufacturing Systems, http://dx.doi.org/10.2139/ssrn.4069601

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