Vol. 11 No. 4s (2026): volume 11 issue 4s (2026)

Articles

• Minimax-Based robust optimization of cognitive engagement prediction in adaptive online learning systems

  Lutfillo Abdunazarov, Mohammed Shamsul Hoque, Nirav Jadav, Doniyorbek Khudoyberganov, Nigora Kenjaeva, Latofat Jabbarova (Author)

  1-13

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• A Contrastive Transformer-Enhanced Temporal Hybrid Deep Learning Framework for Robust Workflow Log Anomaly Detection

  Arun Kumar Bandlamudi, Dr. Sunitha Pachala (Author)

  14-32

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• Solution space characterization and mathematical analysis of complex engineering optimization models

  J.K. Shalini, K. Sindhuja, Kavita Prasad, Thiyagarajan Jayaraman, Jagan Mohan Rao Saride, Vijay Shankar Yadav, Vijay Shankar Yadav (Author)

  33-44

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• AMGFormer: A Multimodal Attention Graph Former Framework for Parkinson's Disease Classification Using Enhanced MRI Images

  Hima Bindu Paka, Dr.Venkanna Isampalli (Author)

  45-63

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• Second variation-based optimal design analysis for mechanical systems with structural performance constraints

  Dr.P. Mathiyalagan, S. Srinithi, Farhat Anjum, P. Veeramani, Alok Kumar Yadav, K. Pravallika (Author)

  64-75

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• An Adaptive Transformer Framework Integrating Scarcity-Guided Augmentation and Reliability Aware Domain Alignment for Few-Shot Satellite Image Classification

  Komatigunta Nagaraju, Dr.Malladi Ravisankar (Author)

  76-100

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• Computational complexity analysis of large-scale mathematical optimization algorithms in engineering applications

  Dr.P. Sathish Kumar, P.R. Abhinav, Dr. Jyoti Upadhyay, Dr.D. Venkatesa Prabu, Sunil Kumar Yadav, K. Lavanya (Author)

  101-144

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• Contrastive Transformer Framework for Explainable Detection of AI-Generated and Rephrased English Text

  Deshpandey Pavan Kumar, Dr.E.S.Sharmila Sigamany, Mr Nalluri Babu Rao, Angalakuduru Aravind, Rendla Ashlesha, Elangovan Muniyandy, Kommalapati Prasanthi, Mrs N. Prasanna Lakshmi (Author)

  145-164

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• Entropy-regularized optimization models for efficient energy distribution and load management systems

  R.T. Dinesh Kumar, Dr. Vikas Dilliwar, R. Gayathri, M.N. Vimal Kumar, Brijmohan Singh, A. Durga Madhavi (Author)

  165-178

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• CCBD-Net: A Cloud-Based Approach for Cyberbullying Detection on Twitter Using Character-Level Features withCBCNN Model

  Padma P, Dr. G. Siva Nageswara Rao (Author)

  179 -193

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• A Probabilistic Machine Learning Framework for Early Disease Prediction and Clinical Risk Stratification Using Statistical Inference and Artificial Intelligence

  Dr. Jain Khusboo Ramesh, Dr G Naga Chandrika, Jeevan Krishna Paruchuri, Dr. Shaik Munawar, U. Udayakumar, Elangovan Muniyandy, Dr. K. Aruna Bhaskar, Kokila M M (Author)

  194-204

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• Optimal transport-based mathematical models for resource flow regulation in networked engineering systems

  P. Mageswari, R. Revathi, Dr. Rupesh Mishra, S. Rajan, Prerna Dusi, V. Soundarya (Author)

  205-213

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• An AI-Driven Statistical Learning Model for Medical Diagnosis: Integrating Bayesian Probability, Multivariate Analysis, and Predictive Machine Learning

  Mr V Nivedan, S. Sindhu, Dr.T. Rameshkumar, Masarath Saba, Mithun M S, G.Sivarama Subramanium, Dr. V. Yamuna, Dr. K. Aruna Bhaskar (Author)

  214-224

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• Mathematical decomposition strategies for large-scale infrastructure optimization with distributed decision variables

  E. Hemalatha, Ishita Gupta, S. Rivetha, M. Jothimani, Debarghya Biswas, S.K. Basheera (Author)

  225-228

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• A Mathematical Minimax Optimization Framework for AI-Driven Strategic Decision-Making in Human Resource Management, Marketing, and Finance under Uncertainty

  Dr.S. Priyadharshini, Dr.T. Rameshkumar, Dr Balamurugan Easwaran, Maddela Nagamani, Pallapati Ravi Kumar, Dr Aarathy T S, V. Shruthi, J. Sathish Kumar (Author)

  229-239

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• Error-bound analysis and convergence characterization of numerical optimization algorithms in engineering systems

  S. Arul Murugan, Dr. Padmavati Shrivastava, S. Jagatheeswaran, Anandakumar Haldorai, Manish Nandy, Divya (Author)

  240-252

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• A Dynamic Ripple-Driven Adaptive Federated Swarm Optimization Framework for Scalable and Energy-Efficient Resource Management in IoT MEC Networks

  M. Velvizhi, Dr.D. Saraswady (Author)

  253-273

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• Dynamic system identification through inverse optimization models for industrial process monitoring

  Dr.P. Mathiyalagan, S. Sakthivel, Dr. Huma Khan, Dr. Kamlesh Kumar Yadav, P. Ganeshan, Vineetha (Author)

  274-283

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• Product Life Cycle Predictions Using A Novel Multi Stage Fuzzy Product Wise Regression Analysis

  Mrs. Karthika P, Dr. P. Prabhusundhar, Ramaprabha Marimuthu, Ali Bostani, G. Kowsalya, Dr. G. Balaji, Dr Balamurugan Easwaran, Koppuravuri Gurnadha Gupta (Author)

  284-302

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• Complementarity system-based equilibrium characterization for optimal energy coordination in renewable integrated smart grid networks

  Dr.P. Premkumar, Vikas Singh, D. Dhanasekaran, Dr. Thandayuthapani, Subramanya Sarma Saraswathula, Dr.Preeti Pandey (Author)

  303-312

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• Semi-algebraic optimization methods for structural configuration analysis and design improvement

  Dr.N. Suriya, N. Kayalvizhi, Chhavi Patle, Nalamalapu Amarnadh Reddy, Archana Mishra, B. Aruna (Author)

  313-324

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• Fixed-point mapping and stability analysis for adaptive decision equilibrium in autonomous cyber-physical engineering systems

  Dr.M. Raja, Dr. Aradhana Sahu, Dr.S. Sumithra, S. Satheeshkumar, A. Thangadurai, NVDP Murthy, Dr. Abhinesh Kumar Tandan (Author)

  325-333

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• Bregman distance optimization techniques for constrained decision-making problems in engineering systems

  Dr.N. Ramesh, Dr Sanjiv Kumar Shukla, S. Pradeepa, M.A. Amarnath, Dr.R. Subathira, Anuradha Das, Moti Ranjan Tandi (Author)

  334-344

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• Operator equation formulation and solution analysis for distributed resource allocation in large-scale infrastructure networks

  N. Giridharan, Dr. Dinesh Yadav, S.Sagaya Mary, G. Pavithra, Dr.Preeti Chahal, Ramadevi Arepalli (Author)

  345-354

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• Probabilistic measure-based risk evaluation models for complex engineering operations under uncertainty

  P. Karthik, Dr. Dinesh Yadav, Kaviya, S. Maria Mercy, Chilukala Mahender Reddy, G. Prabhu, Anjali Krushna Kadao (Author)

  355-369

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• Approximation-theoretic computational methods for scalable decision optimization in complex industrial engineering systems

  Dr.G. Meenakshi Sundaram, Dr. Sanjiv Kumar Shukla, Dr.N.L. Venkataraman, Dr. P. Elantheraiyan, Dr. Anushree Saha, Srilatha Gundapaneni (Author)

  370-379

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• Sensitivity-Driven optimization analysis for renewable resource allocation and energy distribution systems

  N. Rajasekaran, Dr. Aradhana Sahu, S.K. Ravichandran, Dr.P. Balakrishnan, M. Tamilarasi, Ch. Sumathi Devi, Anjali Goswami (Author)

  380-392

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• Inverse optimization-based parameter reconstruction and dynamic behavior identification in industrial process models

  Dr.R. Radhamani, Chhavi Patle, Dr.R. Purushothaman, Dr.S. Sasirekha, Sourabh Kumar Shrivastav, Kusuma Sundara Kumar (Author)

  393-403

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• Graph-theoretic optimization models for connectivity enhancement in interconnected engineering networks

  Vikas Singh, M.B. Sanjay, S. Janani, Dr.A. Gnanabaskaran, Anandakumar Haldorai, Dr. Sri Durga, Aakansha Soy (Author)

  404-417

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• Fractional programming-based energy efficiency optimization under nonlinear operating constraints in sustainable power networks

  Dr.N. Uthirasamy, Dr. Huma Khan, S.J. Elphej Chruchil, Dr.R. Kalpana, Dr. Ratna Sonekar, Vemuri Pavan Kumar (Author)

  418-427

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• Polynomial system optimization methods for nonlinear control parameter selection in engineering systems

  Rubi Kambo, Dr.K. Jayakumar, K. Geetha, Dr.M. Shanthi, Dr.M. Jayakumar, Dr.PSV. Padma Latha, Ashu Nayak (Author)

  428-442

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• Geometric optimization principles for multi-constraint structural configuration design in advanced engineering applications

  Dr.A. Murugesan, Dr. Padmavati Shrivastava, S.J. Elphej Chruchil, Dr.D. Poorani, Dr. Abhinesh Kumar Tandan, Srikanth Jujjuvarapu (Author)

  443-452

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• Second-Order variational algorithm design for accelerated numerical optimization in engineering applications

  R. Satheesh Kumar, Dr.R. Jagadeesan, S. Harthy Ruby Priya, Dr. Ajay Kushwaha, B. Yamini Supriya, Dr. Sasi Bhushan, Anjali Krushna Kadao (Author)

  453-466

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• Mixed mathematical programming models for integrated production scheduling and resource management in smart manufacturing systems

  Dr.N. Keerthivasan, M.B. Sanjay, Ishita Gupta, Dr. L. Priyanka, Dr.G. Vijaya Gowri, G. Navya Sree, Dr. Preeti Chahal (Author)

  467-476

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• Constraint decomposition-based mathematical strategies for multi-stage infrastructure planning and optimization

  Dr. Tripti Sharma, S. Jayamani, K. Pradeep, Dr.S. Brilly Sangeetha, Roohee Khan, Dr. Naga Padma (Author)

  477-487

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• Lyapunov function-based stability optimization for autonomous control systems operating under dynamic disturbances

  Dr.P. Mathiyalagan, Dr. Rupesh Mishra, D. Poornakumar, Dr.S.M. Goldyn Abric Sam, Madhu Sahu, Vemu Santha Kumar (Author)

  488-496

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• Evolution equation analysis and dynamic optimization of time-dependent industrial process systems

  Dr.P. Mathiyalagan, S. Mithuna, Dr. Neelabh Sao, Chandrasekaran Raja, Minu Balakrishnan, PES. Bhaskar, Dr. Sapna Bawankar (Author)

  497-508

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• Topological solution characterization of feasible regions in complex engineering optimization problems with nonlinear constraints

  Dr.A. Santhosh Prakash, Dr. Vikas Dilliwar, Dr.J. Abdul Bari, Dr. T. V. Ambuli, Ashutosh Pandey, Kotnani Pvsr Vinay Kumar (Author)

  509-518

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• Interval mathematical programming for robust engineering design under parameter and environmental uncertainty

  Dr.D. Sri Vidhya, G. Subiksha, Dr. Shaziya Islam, Anandakumar Haldorai, D. Manivannan, A. Pravallika, Dr. Sanjay Kumar (Author)

  519-530

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• Integral equation-based mathematical modeling and optimization of dynamic industrial process control systems

  Dr.P. Mathiyalagan, Dr. Jyoti Upadhyay, Dr.S. Ramesh, Dr.D. Vimala, Tekram Nishad, Suravarapu Anantha Kranthi (Author)

  531-539

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• Information geometry-based optimization models for decision analysis in cyber-physical infrastructure networks

  Dr. Neema Sajju Balan, M. Dhanapal, M. Ambika, Dr.N. Alangudi Balaji, Chilukala Mahender Reddy, P. Kalyani Swapna, Dr. Anupa Sinha (Author)

  540-553

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• Projection-free numerical algorithms for large-scale constrained optimization in networked engineering applications

  Dr.M. Raja, M. Benedict, Farhat Anjum, Dr.V. Saikumari, Dr.K. Santhanam, M. Suma, Dr. Amit Sharma (Author)

  554-563

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• Kernel approximation-based mathematical modeling for nonlinear parameter estimation in intelligent monitoring systems

  J.S. Jaslin, S. Vadivel, Dr. Namrata Gain, Dr.M. Rajesh Khanna, Konakanchi Sravani, P. Geetha, Aakansha Soy (Author)

  564-579

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• Perturbation-based sensitivity analysis of optimal solutions in uncertain mechanical and structural systems

  K. Raguvaran, Dr.K. Sivakumar, Kavita Prasad, Dr.R. Anandhakrishnan, Dinesh Kumar Sahu, N. Madhavi Latha (Author)

  580-588

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• Homogeneous optimization strategies for nonlinear engineering design problems with complex decision variables

  Dr. Sourabh Guha, R. Vijaysai, Dr.J. Thiagarajan, M.K. Prakash, L. Priya, P. Valli Rani, Dr. Nidhi Mishra (Author)

  589-595

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• Constraint qualification analysis and optimality conditions for nonlinear engineering programming problems

  Deepak Pandey, J. Veni, K. Saravanan, Dr. Thandayuthapani, Ranga Jarabala, Dr. Honey Gaur (Author)

  596-604

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• Lyapunov functional-based stability analysis and control optimization in renewable energy management systems

  Dr.P. Premkumar, S. Jaividhya, Dr Sushil Punwatkar, B. Kalivara Prasad, Dr.E. Vijaya Lakshmi, K. Sri Ramulu, Ashu Nayak (Author)

  605-612

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• Polynomial approximation-based solution estimation for robust control optimization in dynamic engineering systems

  Dr. Chinmay Chandrakar, M. Ambika, Dr.S. Jeyaprakasam, Dr.P. Elantheraiyan, Suresh Jajula, Dr. Swati Agrawal (Author)

  613-621

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• Inverse variational identification methods for hidden parameter estimation in nonlinear engineering dynamic models

  Dr. Lakhwinder Kaur, S. Harthy Ruby Priya, R. Ramya, Dr.R. Kalpana, Baluvuri Sudhakara Rao, Dr. Akshit Lamba (Author)

  622-630

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• Mixed-integer programming formulations for resource scheduling and operational planning in industrial networks

  Dr. Manoj Verghese, Dr.R. Chithra, S. Jagatheeswaran, Dr.M. Shanthi, G.C. Prabhakar, D. Sujatha, Dr. Priya Vij (Author)

  631-639

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• Measure-theoretic decision optimization for uncertainty-aware resource planning in industrial systems

  Dr. Satyadharma Bharti, S. Janani, Dr.R. Balamurugan, Dr.L. Priyanka, Chitti Babu Gaddem, Dr. Ruchi Chandrakar (Author)

  640-648

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• Geodesic optimization methods for multi-objective engineering design with conflicting performance requirements

  Dr.P. Mathiyalagan, Dr.D. Sasikala, Dr. Jayant Damodar Supe, S. Srijayanthi, Dr. Madhan Veeramani, M. Lakshmi Prasanna, Angel Mary Xess (Author)

  649-658

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• Global solution characterization and landscape analysis of nonlinear engineering optimization problems

  K. Vanitha, M.A. Amarnath, Namrata Verma, Dr.S.M. Goldyn Abric Sam, A. Rahul Kumar, Anushree Shrivastava (Author)

  659-668

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• Fractional-order optimization techniques for dynamic performance improvement in nonlinear control applications

  Dr.S. Vanchinathan, S. Sureshkumar, Suraj Bandhekar, P. Shobha Rani, R. Babitha Lincy, CH. Dharani, Shubham Singh Chandel (Author)

  669-676

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• Algebraic optimization techniques for configuration design and performance enhancement in complex network systems

  Dr.K. Poongodi, J. Veni, Dr. Bhawna Janghel Rajput, Dr.D. Vimala, Kanaka Lakshmi Krosuru, Dr. Deepak Tiwari (Author)

  677-685

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• Inverse mathematical modeling and reliability parameter estimation in structural engineering systems under environmental variations

  Dr.A. Ananthi, Dr. P. Aravindan, Dr.M. Ramya, Dr. Sameer Singh, Dr.E. Vijaya Lakshmi, CH. V. Aruna, Deepshikha Patel (Author)

  686-693

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• Sensitivity-based mathematical optimization models for sustainable infrastructure planning under resource constraints

  P. Tamilarasu, Dr.K. Sivakumar, Varsha Yadav, Dr.V. Saikumari, Dr. Amit Sharma, Ramakrishna Manda (Author)

  694-702

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• Adaptive approximation algorithms for real-time optimization of industrial process management systems

  Dr.G. Suresh, P. Prakash, A. Anu, Dr. Rahul Mishra, Shivangi Makade, Subrahmanyeswara Rao Seetamraju Venkata Bala (Author)

  703-712

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• Complementarity-based equilibrium computation methods for traffic flow management in intelligent transportation networks

  S. Karthick, Shweta Bandhekar, B. Jose Ravindra Raj, S. Gayathri Priya, Dr. Arvind Kumar Tiwari, K. Naresh Babu (Author)

  713-721

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• Robust Constrained Optimization for Large-Scale Distributed Computing Resource Allocation

  Dr. Rudramurthy V C, Dr. P. Kavitha, Dr. Parthiban K. G, Shanthi R, Dr. Kovvuri N Bhargavi, Ravi Kumar Pamu (Author)

  722-734

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• Convergence-Guided Iterative Optimization for Dynamic Task Scheduling in Distributed Computing Systems

  Priyadharshini K, Dr. A. Sumi, C. R. Eldin Jeeva, Dr. Phani Sridhar Addepalli, Dr. Tavanam Venkata Rao, Anitha Guntaka (Author)

  735-746

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• Numerical Optimization of Multi-Sensor Estimation under Uncertain Measurement Constraints

  Dr. J. Sudarvel, Sivasankari V, Dr. G. Pushpalakshmi, Dr. R. Velmurugan, Dr. Allapate Lakshmi Narayana, Dr. Shailaja Mantha (Author)

  747-755

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• Robust Optimization for Service-Level-Constrained Resource Allocation in Large Language Model Inference Serving

  Dr. Sheeja V. S, Vijaya Priya A, Dr. N. Kalyana Sundaram, Dr. Sreerama Raju Malladi, Dr. Tavanam Venkata Rao, Dr.S. Ashok (Author)

  756-767

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• Stability-Guaranteed Optimization for Real-Time Task Offloading in Edge Computing Systems

  Priyanka D, B. Arulmozhi, Dr. Makineedi Raja Babu, A. Benaceer, Rajashri CK, M. Pallavi (Author)

  768-779

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• Robust Predictive Control of Networked Systems under Bounded Communication Delays

  Dr. Chethan B. K., Dr. G. Rajamani, Dr. Mohammad Taj, Dr. K. Jayachitra, Seethaladevi S, Dr. T. Ramaswamy (Author)

  780-791

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• Variational Optimization for Interference Constrained Wireless Signal Estimation

  Dr. Parashiva Murthy B M, Dr. Jayanthi Sobhana, Dr. V. Mangaiyarkarasi, Dhanalakshmi V, Gundu Deepika, Dr. Ramakrishna Guttula (Author)

  792-804

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• Distributed Optimal Control for Consensus in Multi Agent Networked Systems Under Uncertainty

  Dr. Ponmurugan Panneerselvam, Dr. Rudramurthy V. C, Dr. G. Durgadevi, Ganesa Murthy A, Dr. Manu Gupta, Dr. Kondru Ayyappa Swamy (Author)

  805-815

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• Nonlinear Optimization of Computational Resource Allocation Under Time-Varying Workload Constraints

  Uma Maheswari G, Dr. Anitha P, Dr. G. Geetha Ramani, Dr. A. Vanathi, Dr. V. Kumaraswamy, Narasaiah Gallamalla (Author)

  816-827

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• Robust Beamforming Optimization for Multi-Antenna Wireless Networks Under Channel Uncertainty

  Dr. Mahesh Babu Kota, Dr. K. S. Gowrilaksshmi, Saraswati B, Dr. N. Nalini, Dr. S. P. V. Subba Rao, V. Sujitha (Author)

  828-836

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• Robust Optimization of Learning Models Under Distributional and Parametric Uncertainty

  Dr. Gururaja H S, Dr. S. Swarnalatha, Anto Nibiya S, Dr. Ramesh N S V S C Sripada, Kakkireni Deepthi, S. Jeyanthi (Author)

  837-847

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• Convergence Analysis of Adaptive Optimization Algorithms for High-Dimensional Machine Learning

  Dr. Rajesh B. Raut, Dr. C. Thangamani, Anitha M, Dr. Kovvuri N. Bhargavi, Dr. N. Mathimagal, S. Mohana Saranya (Author)

  848-858

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• Robust Optimization for Federated Learning Under Client Drift

  Dr. Phani Sridhar Addepalli, Dr. S. Swarnalatha, Shalini E, S. Monika, Ganesa Murthy A, Dr. M. Kavitha (Author)

  859-868

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• Dynamic Project Portfolio Optimization with Portfolio Stability and Switching Costs: A Multi Period MILP Approach

  Dr. Sowjanya Bagadi, Dr. S. Kirubadevi, Dr. R. Suguna, Sathya Arthi R, Dr. A.N. Satyanarayana, D. Ramesh Reddy (Author)

  869-880

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• Robust Optimal Control of Smart Grid Energy Distribution Under Demand Uncertainty

  Nanthini M, Vinitha M, Dr. S. Rama Sree, Dr. K. Kiruthikadevi, Dr. S. Ramani, Dr. S. Pothalaiah (Author)

  881-892

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