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

Xin Y; Ali IM; Shi Y; Essam DL; Chakrabortty RK, 2025, 'Optimizing multinational manufacturing supply chains under diverse carbon policies using carbon gaming', Transportation Research Part E Logistics and Transportation Review, 198, http://dx.doi.org/10.1016/j.tre.2025.104091

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, pp. 109522, 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

Ghanem R; Ali I; Kasmarik K; Garratt M, 2025, 'Impact of Environmental Changes on Optimized Robotics Collective Motion for Multi-objective Coverage Tasks', in Lecture Notes in Computer Science, Springer Nature Singapore, Canberra, Australia, pp. 303 - 318, presented at The International Conference on Evolutionary Multi-Criterion Optimization, Canberra, Australia, 04 March 2025 - 07 March 2025, http://dx.doi.org/10.1007/978-981-96-3506-1_21

Ghanem R; Ali IM; Kasmarik K; Garratt M, 2024, 'Comparative Analysis of Simulation Models for Evolving Robot Collective Motion in Industrial Coverage and Inspection Tasks', in Proceedings of International Conference on Computers and Industrial Engineering CIE, Computers and Industrial Engineering, Sydney, Australia, pp. 2190 - 2199, presented at The 51st International Conference on Computers and Industrial Engineering (CIE51), Sydney, Australia, 09 December 2024 - 11 December 2024, http://dx.doi.org/10.26190/unsworks/31391

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

Xin Y; Ali I; Shi P; Essam DL; Chakrabortty RK, 2024, 'Repetitive Carbon Gaming Under Dynamic Carbon Pricing and Products' Demand', in Proceedings of International Conference on Computers and Industrial Engineering CIE, pp. 1965 - 1974

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), ITALY, Padua, pp. 1 - 8, presented at 2022 IEEE Congress on Evolutionary Computation (CEC), ITALY, Padua, 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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