Select Publications
Journal articles
2024, 'A survey of shipping line Container Stowage Planning problems', Expert Systems with Applications, 255, http://dx.doi.org/10.1016/j.eswa.2024.124408
,2024, 'A deep reinforcement learning assisted simulated annealing algorithm for a maintenance planning problem', Annals of Operations Research, 339, pp. 79 - 110, http://dx.doi.org/10.1007/s10479-022-04612-8
,2024, 'Balancing supply diversification and environmental impacts: A system dynamics approach to de-risk rare earths supply chain', Resources Policy, 92, http://dx.doi.org/10.1016/j.resourpol.2024.105038
,2024, 'Exploratory modelling and analysis to support decision-making under deep uncertainty: A case study from defence resource planning and asset management', Technological Forecasting and Social Change, 200, http://dx.doi.org/10.1016/j.techfore.2023.123150
,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
,2024, 'A decision support methodology to support military asset and resource planning', Journal of Simulation, 18, pp. 154 - 179, http://dx.doi.org/10.1080/17477778.2023.2165460
,2024, 'Integrating production, replenishment and fulfillment decisions for supply chains: a target-based robust optimisation approach', International Journal of Production Research, 62, pp. 4494 - 4529, http://dx.doi.org/10.1080/00207543.2023.2266063
,2024, 'Robust optimization approaches in inventory management: Part A—the survey', IISE Transactions, http://dx.doi.org/10.1080/24725854.2024.2381713
,2024, 'Robust optimization approaches in inventory management: Part B - the comparative study', IISE Transactions, http://dx.doi.org/10.1080/24725854.2024.2381727
,2023, 'An integrated differential evolution algorithm for reconfigurable manufacturing systems', Applied Soft Computing, 149, http://dx.doi.org/10.1016/j.asoc.2023.111025
,2023, 'Designing a pattern language to enhance model composability and reusability: An example with component-based probabilistic models', Environmental Modelling and Software, 169, http://dx.doi.org/10.1016/j.envsoft.2023.105807
,2023, 'Consideration of uncertainties in a dynamic modeling system integrated with a deep learning based forecasting approach', CIRP Journal of Manufacturing Science and Technology, 44, pp. 27 - 44, http://dx.doi.org/10.1016/j.cirpj.2023.04.003
,2023, 'A novel graph-theoretical clustering approach to find a reduced set with extreme solutions of Pareto optimal solutions for multi-objective optimization problems', Journal of Global Optimization, 86, pp. 467 - 494, http://dx.doi.org/10.1007/s10898-023-01275-y
,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
,2023, 'Recent advances in simulation-based optimization for operations research problems', Annals of Operations Research, 320, pp. 545 - 546, http://dx.doi.org/10.1007/s10479-022-05122-3
,2023, 'The future of military medical evacuation: literature analysis focused on the potential adoption of emerging technologies and advanced decision-analysis techniques', Journal of Defense Modeling and Simulation, http://dx.doi.org/10.1177/15485129231207660
,2022, 'A critical review on tackling complex rare earth supply security problem', Resources Policy, 77, http://dx.doi.org/10.1016/j.resourpol.2022.102697
,2022, 'A Fuzzy Prescriptive Analytics Approach to Power Generation Capacity Planning', Energies, 15, http://dx.doi.org/10.3390/en15093176
,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
,2022, 'A Joint Optimization of Strategic Workforce Planning and Preventive Maintenance Scheduling: A Simulation–Optimization Approach', Reliability Engineering and System Safety, 219, http://dx.doi.org/10.1016/j.ress.2021.108175
,2022, 'A joint problem of strategic workforce planning and fleet renewal: With an application in defense', European Journal of Operational Research, 296, pp. 615 - 634, http://dx.doi.org/10.1016/j.ejor.2021.04.010
,2021, 'A multi-objective simulation–optimization for a joint problem of strategic facility location, workforce planning, and capacity allocation: A case study in the Royal Australian Navy', Expert Systems with Applications, 186, http://dx.doi.org/10.1016/j.eswa.2021.115751
,2021, 'Integrating decision maker preferences to a risk-averse multi-objective simulation-based optimization for a military workforce planning, asset management and fleet management problem', Computers and Industrial Engineering, 162, http://dx.doi.org/10.1016/j.cie.2021.107752
,2020, 'A risk-averse simulation-based approach for a joint optimization of workforce capacity, spare part stocks and scheduling priorities in maintenance planning', Reliability Engineering and System Safety, 204, http://dx.doi.org/10.1016/j.ress.2020.107199
,2020, 'A long-term fleet renewal problem under uncertainty: A simulation-based optimization approach', Expert Systems with Applications, 145, http://dx.doi.org/10.1016/j.eswa.2019.113158
,2020, 'A sorting based efficient heuristic for pooled repair shop designs', Computers and Operations Research, 117, http://dx.doi.org/10.1016/j.cor.2020.104887
,2020, 'A multi-skilled workforce optimization in maintenance logistics networks by multi-thread simulated annealing algorithms', International Journal of Production Research, http://dx.doi.org/10.1080/00207543.2020.1735665
,2019, 'Volume discount strategies for the provider selection problem in telecommunications under uncertainty', Journal of Intelligent and Fuzzy Systems, 37, pp. 2991 - 3015, http://dx.doi.org/10.3233/JIFS-190085
,2018, 'A Clustering-Based Repair Shop Design for Repairable Spare Part Supply Systems', Computers and Industrial Engineering, 125, pp. 232 - 244, http://dx.doi.org/10.1016/j.cie.2018.08.032
,2018, 'Provider selection and task allocation in telecommunications with QoS degradation policy', Annals of Operations Research, 263, pp. 311 - 337, http://dx.doi.org/10.1007/s10479-016-2213-5
,2017, 'Cross-Training Policies for Repair Shops with Spare Part Inventories', International Journal of Production Economics, http://dx.doi.org/10.1016/j.ijpe.2017.12.018
,2017, 'A fuzzy long-term investment planning model for a GenCo in a hybrid electricity market considering climate change impacts', Information Systems Frontiers, 19, pp. 975 - 991, http://dx.doi.org/10.1007/s10796-016-9707-1
,2017, 'Stochastic fuzzy multi-objective backbone selection and capacity allocation problem under tax-band pricing policy with different fuzzy operators', Soft Computing, 21, pp. 4085 - 4110, http://dx.doi.org/10.1007/s00500-016-2057-6
,2017, 'A hybrid heuristic approach to provider selection and task allocation problem in telecommunications with varying QoS levels', International Journal of Computational Intelligence Systems, 10, pp. 866 - 881, http://dx.doi.org/10.2991/ijcis.2017.10.1.58
,2016, 'Stochastic Capacity Acquisition and Allocation Model for Bandwidth Brokers under Fuzzy Volume Based Pricing Scheme', International Journal of Computational Intelligence Systems, 9, pp. 227 - 244, http://dx.doi.org/10.1080/18756891.2016.1149998
,2014, 'Using heuristic algorithms for capacity leasing and task allocation issues in telecommunication networks under fuzzy quality of service constraints', International Journal of Systems Science, 45, pp. 307 - 324, http://dx.doi.org/10.1080/00207721.2012.720298
,2014, 'A bandwidth sourcing and task allocation model in telecommunications under stochastic QoS guarantees', Applied Soft Computing Journal, 24, pp. 1112 - 1123, http://dx.doi.org/10.1016/j.asoc.2014.08.014
,2014, 'A fuzzy stochastic model for telecommunications bandwidth brokers under probabilistic QoS measures', Applied Mathematical Modelling, 38, pp. 12 - 27, http://dx.doi.org/10.1016/j.apm.2013.05.057
,2013, 'Single period profit maximization problem for intermediaries in telecommunication networks under stochastic bandwidth demand', Journal of Multiple-Valued Logic and Soft Computing, 21, pp. 287 - 315
,2010, 'The Effects of Quality of Service Level reductions and penalty cost on Provider Selection and Task Allocation Model in Telecommunication Networks', International Journal of Social Sciences and Humanity Studies, 2, pp. 45 - 54
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