Empirical study on the effect of population size on Differential evolution Algorithm. - Rammohan Mallipeddi; Ponnuthurai N. Suganthan (IEEE Congress on Evolutionary Computation, 2008)

Evaluation of novel adaptive evolutionary programming on four constraint handling techniques. - Rammohan Mallipeddi; Ponnuthurai N. Suganthan (IEEE Congress on Evolutionary Computation, 2008)

Multi-objective optimization using self-adaptive differential evolution algorithm. - Vicky Ling Huang; Shuguang Z. Zhao; Rammohan Mallipeddi; Ponnuthurai N. Suganthan (IEEE Congress on Evolutionary Computation, 2009)

Diversity enhanced Adaptive Evolutionary Programming for solving single objective constrained problems. - Rammohan Mallipeddi; Ponnuthurai N. Suganthan; Bo-Yang Qu (IEEE Congress on Evolutionary Computation, 2009)

Differential evolution with ensemble of constraint handling techniques for solving CEC 2010 benchmark problems. - Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (IEEE Congress on Evolutionary Computation, 2010)

An ensemble of differential evolution algorithms for constrained function optimization. - Mehmet Fatih Tasgetiren; Ponnuthurai Nagaratnam Suganthan; Quan-Ke Pan; Rammohan Mallipeddi; Sedat Sarman (IEEE Congress on Evolutionary Computation, 2010)

Differential Evolution Algorithm with Ensemble of Parameters and Mutation and Crossover Strategies. - Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (SEMCCO, 2010)

Constraint Handling in Transmission Network Expansion Planning. - Rammohan Mallipeddi; Ashu Verma; Ponnuthurai Nagaratnam Suganthan; Bijaya K. Panigrahi; P. R. Bijwe (SEMCCO, 2010)

Ensemble strategies with adaptive evolutionary programming. - Rammohan Mallipeddi; S. Mallipeddi; Ponnuthurai N. Suganthan (Inf. Sci., 2010)

Ensemble of Constraint Handling Techniques. - Rammohan Mallipeddi; Ponnuthurai N. Suganthan (IEEE Trans. Evol. Comput., 2010)

Ensemble strategies in Compact Differential Evolution. - Rammohan Mallipeddi; Giovanni Iacca; Ponnuthurai Nagaratnam Suganthan; Ferrante Neri; Ernesto Mininno (IEEE Congress on Evolutionary Computation, 2011)

Ensemble differential evolution algorithm for CEC2011 problems. - Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (IEEE Congress on Evolutionary Computation, 2011)

Recognition of Human's Implicit Intention Based on an Eyeball Movement Pattern Analysis. - Young-Min Jang; Sangil Lee; Rammohan Mallipeddi; Ho-Wan Kwak; Minho Lee 001 (ICONIP (1), 2011)

Super-fit and population size reduction in compact Differential Evolution. - Giovanni Iacca; Rammohan Mallipeddi; Ernesto Mininno; Ferrante Neri; Ponnuthurai Nagaratnam Suganthan (Memetic Computing, 2011)

Global supervision for compact Differential Evolution. - Giovanni Iacca; Rammohan Mallipeddi; Ernesto Mininno; Ferrante Neri; Ponnuthurai Nagaratnam Suganthan (SDE, 2011)

Differential evolution algorithm with ensemble of parameters and mutation strategies. - Rammohan Mallipeddi; Ponnuthurai N. Suganthan; Quan-Ke Pan; Mehmet Fatih Tasgetiren (Appl. Soft Comput., 2011)

A differential evolution algorithm with self-adapting strategy and control parameters. - Quan-Ke Pan; Ponnuthurai N. Suganthan; Ling Wang 001; Liang Gao 001; Rammohan Mallipeddi (Comput. Oper. Res., 2011)

Surrogate model assisted ensemble differential evolution algorithm. - Rammohan Mallipeddi; Minho Lee 001 (IEEE Congress on Evolutionary Computation, 2012)

Ensemble based face recognition using discriminant PCA Features. - Rammohan Mallipeddi; Minho Lee 001 (IEEE Congress on Evolutionary Computation, 2012)

Incremental Face Recognition: Hybrid Approach Using Short-Term Memory and Long-Term Memory. - Sangwook Kim; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (1), 2012)

Identification of Moving Vehicle Trajectory Using Manifold Learning. - Giyoung Lee; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (4), 2012)

Human implicit intent transition detection based on pupillary analysis. - Young-Min Jang; Rammohan Mallipeddi; Minho Lee 001; Sangil Lee; Ho-Wan Kwak (IJCNN, 2012)

Probabilistic human intention modeling for cognitive augmentation. - Byunghun Hwang; Young-Min Jang; Rammohan Mallipeddi; Minho Lee 001 (SMC, 2012)

Efficient constraint handling for optimal reactive power dispatch problems. - Rammohan Mallipeddi; S. Jeyadevi; Ponnuthurai N. Suganthan; S. Baskar 001 (Swarm Evol. Comput., 2012)

Evolutionary programming based recommendation system for online shopping. - Jehan Jung; Yuka Matsuba; Rammohan Mallipeddi; Hiroyuki Funaya; Kazushi Ikeda; Minho Lee 001 (APSIPA, 2013)

Exogenous and Endogenous Based Spatial Attention Analysis for Human Implicit Intention Understanding. - Young-Min Jang; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (1), 2013)

Embedded System for Human Augmented Cognition Based on Face Selective Attention Using Eye Gaze Tracking. - Bumhwi Kim; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (2), 2013)

Supervised Multiple Timescale Recurrent Neuron Network Model for Human Action Classification. - Zhibin Yu 002; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (2), 2013)

Improved Adaptive Differential Evolution Algorithm with External Archive. - Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (SEMCCO (1), 2013)

Tracking Multiple Moving Vehicles in Low Frame Rate Videos Based on Trajectory Information. - Giyoung Lee; Rammohan Mallipeddi; Minho Lee 001 (SMC, 2013)

Probing of human implicit intent based on eye movement and pupillary analysis for augmented cognition. - Byunghun Hwang; Young-Min Jang; Rammohan Mallipeddi; Minho Lee 001 (Int. J. Imaging Syst. Technol., 2013)

Harmony Search Based Parameter Ensemble Adaptation for Differential Evolution. - Rammohan Mallipeddi (J. Appl. Math., 2013)

Adaptive evolutionary programming with p-best mutation strategy. - Swagatam Das; Rammohan Mallipeddi; Dipankar Maity (Swarm Evol. Comput., 2013)

Gaussian adaptation based parameter adaptation for differential evolution. - Rammohan Mallipeddi; Guohua Wu 001; Minho Lee 001; Ponnuthurai Nagaratnam Suganthan (IEEE Congress on Evolutionary Computation, 2014)

Driver's lane-change intent identification based on pupillary variation. - Young-Min Jang; Rammohan Mallipeddi; Minho Lee 001 (ICCE, 2014)

Human Implicit Intent Discrimination Using EEG and Eye Movement. - Ukeob Park; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (1), 2014)

Incremental face recognition using rehearsal and recall processes. - Sangwook Kim; Rammohan Mallipeddi; Minho Lee 001 (IJCNN, 2014)

Differential Evolution with Two Subpopulations. - Nandar Lynn; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (SEMCCO, 2014)

Unit commitment - a survey and comparison of conventional and nature inspired algorithms. - Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (Int. J. Bio Inspired Comput., 2014)

Human intention recognition based on eyeball movement pattern and pupil size variation. - Young-Min Jang; Rammohan Mallipeddi; Sangil Lee; Ho-Wan Kwak; Minho Lee 001 (Neurocomputing, 2014)

Goal-oriented behavior sequence generation based on semantic commands using multiple timescales recurrent neural network with initial state correction. - Sungmoon Jeong; Yunjung Park; Rammohan Mallipeddi; Jun Tani; Minho Lee 001 (Neurocomputing, 2014)

Achieving high robustness and performance in QoS-aware route planning for IPTV networks. - Gajaruban Kandavanam; Rammohan Mallipeddi; Dmitri Botvich; Sasitharan Balasubramaniam; Ponnuthurai N. Suganthan (Inf. Sci., 2014)

Identification of human implicit visual search intention based on eye movement and pupillary analysis. - Young-Min Jang; Rammohan Mallipeddi; Minho Lee 001 (User Model. User Adapt. Interact., 2014)

Spatial filter and feature selection optimization based on EA for multi-channel EEG. - Yubo Wang 001; Krithikaa Mohanarangam; Rammohan Mallipeddi; Kalyana Chakravarthy Veluvolu (EMBC, 2015)

Deformation Invariant and Contactless Palmprint Recognition Using Convolutional Neural Network. - Amin Jalali 003; Rammohan Mallipeddi; Minho Lee 001 (HAI, 2015)

Smart Cane: Face Recognition System for Blind. - Yongsik Jin; Jonghong Kim; Bumhwi Kim; Rammohan Mallipeddi; Minho Lee 001 (HAI, 2015)

A Glass-type Agent for Human Memory Assistance for Face Recognition. - Bumhwi Kim; Jonghong Kim; Rammohan Mallipeddi; Minho Lee 001 (HAI, 2015)

Monitoring Driver's Cognitive Status Based on Integration of Internal and External Information. - Seonggyu Kim; Rammohan Mallipeddi; Minho Lee 001 (HAI, 2015)

Real Time Hand Gesture Recognition Using Random Forest and Linear Discriminant Analysis. - Sangjun O.; Rammohan Mallipeddi; Minho Lee 001 (HAI, 2015)

Generating Music from an Image. - Gwenaelle C. Sergio; Rammohan Mallipeddi; Jun-Su Kang; Minho Lee 001 (HAI, 2015)

A Fast Training Algorithm of Multiple-Timescale Recurrent Neural Network for Agent Motion Generation. - Zhibin Yu 002; Rammohan Mallipeddi; Minho Lee 001 (HAI, 2015)

Harmony Search Algorithm with Ensemble of Surrogate Models. - Krithikaa Mohanarangam; Rammohan Mallipeddi (ICHSA, 2015)

Autonomous Depth Perception of Humanoid Robot Using Binocular Vision System Through Sensorimotor Interaction with Environment. - Yongsik Jin; Rammohan Mallipeddi; Giyoung Lee; Minho Lee 001 (ICONIP (2), 2015)

In-Attention State Monitoring Based on Integrated Analysis of Driver's Headpose and External Environment. - Seonggyu Kim; Rammohan Mallipeddi; Minho Lee 001 (ICONIP (2), 2015)

Human intention understanding based on object affordance and action classification. - Zhibin Yu 002; Sangwook Kim; Rammohan Mallipeddi; Minho Lee 001 (IJCNN, 2015)

Self-adaptive Ensemble Differential Evolution with Sampled Parameter Values for Unit Commitment. - Nandar Lynn; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (SEMCCO, 2015)

An evolving surrogate model-based differential evolution algorithm. - Rammohan Mallipeddi; Minho Lee 001 (Appl. Soft Comput., 2015)

A variable reduction strategy for evolutionary algorithms handling equality constraints. - Guohua Wu 001; Witold Pedrycz; Ponnuthurai N. Suganthan; Rammohan Mallipeddi (Appl. Soft Comput., 2015)

A Genetic Algorithm-Based Moving Object Detection for Real-time Traffic Surveillance. - Giyoung Lee; Rammohan Mallipeddi; Gil-Jin Jang; Minho Lee 001 (IEEE Signal Process. Lett., 2015)

Differential evolution with an ensemble of low-quality surrogates for expensive optimization problems. - Mohanarangam Krithikaa; Rammohan Mallipeddi (CEC, 2016)

Identification of emotion associated brain functional network with phase locking value. - Venkateswarlu Gonuguntla; Rammohan Mallipeddi; Kalyana C. Veluvolu (EMBC, 2016)

Adaptive driver assistance system based on Traffic Information Saliency Map. - Jihun Kim 003; Seonggyu Kim; Rammohan Mallipeddi; Gil-Jin Jang; Minho Lee 001 (IJCNN, 2016)

Rank-Based Nondomination Set Identification with Preprocessing. - Vikas Palakonda; Rammohan Mallipeddi (ICSI (2), 2016)

Differential evolution with multi-population based ensemble of mutation strategies. - Guohua Wu 001; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan; Rui Wang 017; Huangke Chen (Inf. Sci., 2016)

Optimal reconfiguration and distributed generator allocation in distribution network using an advanced adaptive differential evolution. - Partha P. Biswas; Rammohan Mallipeddi; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (SSCI, 2017)

Nondominated sorting based on sum of objectives. - Vikas Palakonda; Trinadh Pamulapati; Rammohan Mallipeddi; Partha P. Biswas; Kalyana Chakravarthy Veluvolu (SSCI, 2017)

Particle swarm optimization with a modified learning strategy and blending crossover. - Aditya Panda; Rammohan Mallipeddi; Swagatam Das (SSCI, 2017)

Particle Swarm Optimization with Ensemble of Inertia Weight Strategies. - Muhammad Zeeshan Shirazi; Trinadh Pamulapati; Rammohan Mallipeddi; Kalyana Chakravarthy Veluvolu (ICSI (1), 2017)

A Modified Differential Evolution With Distance-based Selection for Continuous Optimization in Presence of Noise. - Arka Ghosh 001; Swagatam Das; Rammohan Mallipeddi; Asit Kumar Das; Subhransu Sekhar Dash (IEEE Access, 2017)

Pareto Dominance-Based Algorithms With Ranking Methods for Many-Objective Optimization. - Vikas Palakonda; Rammohan Mallipeddi (IEEE Access, 2017)

A multiobjective approach for optimal placement and sizing of distributed generators and capacitors in distribution network. - Partha P. Biswas; Rammohan Mallipeddi; Ponnuthurai N. Suganthan; Gehan A. J. Amaratunga (Appl. Soft Comput., 2017)

A switched parameter differential evolution with optional blending crossover for scalable numerical optimization. - Arka Ghosh 001; Swagatam Das; Sankha Subhra Mullick; Rammohan Mallipeddi; Asit Kumar Das (Appl. Soft Comput., 2017)

Sensitive deep convolutional neural network for face recognition at large standoffs with small dataset. - Amin Jalali 003; Rammohan Mallipeddi; Minho Lee 001 (Expert Syst. Appl., 2017)

Trajectory-based vehicle tracking at low frame rates. - Giyoung Lee; Rammohan Mallipeddi; Minho Lee 001 (Expert Syst. Appl., 2017)

A Switched Parameter Differential Evolution with Multi-donor Mutation and Annealing Based Local Search for Optimization of Lennard-Jones Atomic Clusters. - Arka Ghosh 001; Rammohan Mallipeddi; Swagatam Das; Asit Kumar Das (CEC, 2018)

Differential Evolution with Stochastic Selection for Uncertain Environments: A Smart Grid Application. - Vikas Palakonda; Noor H. Awad; Rammohan Mallipeddi; Mostafa Z. Ali; Kalyana C. Veluvolu; Ponnuthurai N. Suganthan (CEC, 2018)

Significance of Classifier and Feature Selection in Automatic Identification of Electrical Appliances. - Samira Ghorbanpour; Rammohan Mallipeddi (SMC, 2018)

Cognitive Task Classification Using Fuzzy Based Empirical Wavelet Transform. - Muhammad Tanveer 001; Akshansh Gupta; Dhirendra Kumar; Saumya Priyadarshini; Anirban Chakraborti; Rammohan Mallipeddi (SMC, 2018)

Ensemble of Pareto-based Selections for Many-objective optimization. - Samira Ghorbanpour; Vikas Palakonda; Rammohan Mallipeddi (SSCI, 2018)

Pareto Dominance-based MOEA with Multiple Ranking methods for Many-objective Optimization. - Vikas Palakonda; Samira Ghorbanpour; Rammohan Mallipeddi (SSCI, 2018)

Interactive livestock feed ration optimization using evolutionary algorithms. - Daniel Dooyum Uyeh; Rammohan Mallipeddi; Trinadh Pamulapati; Tusan Park; Junhee Kim; Seungmin Woo; Yushin Ha (Comput. Electron. Agric., 2018)

Optimal power flow solutions using differential evolution algorithm integrated with effective constraint handling techniques. - Partha P. Biswas; Ponnuthurai N. Suganthan; Rammohan Mallipeddi; Gehan A. J. Amaratunga (Eng. Appl. Artif. Intell., 2018)

An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization. - Noor H. Awad; Mostafa Z. Ali; Rammohan Mallipeddi; Ponnuthurai N. Suganthan (Inf. Sci., 2018)

KnEA with Ensemble Approach for Parameter Selection for Many-Objective Optimization. - Vikas Palakonda; Rammohan Mallipeddi (BIC-TA (1), 2019)

A Multi-Start Iterated Local Search Algorithm for the Maximum Scatter Traveling Salesman Problem. - Pandiri Venkatesh; Alok Singh 001; Rammohan Mallipeddi (CEC, 2019)

Differential Evolutionary (DE) Based Interactive Recoloring Based on YUV Based Edge Detection for Interior Design. - Fitria Wulandari Ramlan; Vikas Palakonda; Rammohan Mallipeddi (ICTC, 2019)

MOEA with Approximate Nondominated Sorting Based on Sum of Normalized Objectives. - Vikas Palakonda; Rammohan Mallipeddi (SEMCCO/FANCCO, 2019)

Unit commitment using time-ahead priority list and heterogeneous comprehensive learning PSO. - Nandar Lynn; Ponnuthurai Nagaratnam Suganthan; Narasimalu Srikanth; Trinadh Pamulapati; Rammohan Mallipeddi (SSCI, 2019)

Evolutionary Greenhouse Layout Optimization for Rapid and Safe Robot Navigation. - Daniel Dooyum Uyeh; Fitria Wulandari Ramlan; Rammohan Mallipeddi; Tusan Park; Seungmin Woo; Junhee Kim; Yeongsu Kim; Yushin Ha (IEEE Access, 2019)

An efficient Differential Evolution algorithm for stochastic OPF based active-reactive power dispatch problem considering renewable generators. - Noor H. Awad; Mostafa Z. Ali; Rammohan Mallipeddi; Ponnuthurai N. Suganthan (Appl. Soft Comput., 2019)

Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach. - Partha P. Biswas; Ponnuthurai N. Suganthan; Rammohan Mallipeddi; Gehan A. J. Amaratunga (Appl. Soft Comput., 2019)

Ensemble strategies for population-based optimization algorithms - A survey. - Guohua Wu 001; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (Swarm Evol. Comput., 2019)

$I_{ rm SDE}$ + - An Indicator for Multi and Many-Objective Optimization. - Trinadh Pamulapati; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (IEEE Trans. Evol. Comput., 2019)

The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering. - Sayak Dey; Swagatam Das; Rammohan Mallipeddi (IJCAI, 2020)

An Evolutionary Algorithm for Multi and Many-Objective Optimization With Adaptive Mating and Environmental Selection. - Vikas Palakonda; Rammohan Mallipeddi (IEEE Access, 2020)

One Sparse Perturbation to Fool them All, almost Always! - Arka Ghosh 001; Sankha Subhra Mullick; Shounak Datta; Swagatam Das; Rammohan Mallipeddi; Asit Kumar Das (CoRR, 2020)

Economical Photovoltaic Tree with Improved Angle of Movement Based Sun Tracking System. - Bishal Karmakar; Rammohan Mallipeddi; Md. Protiq (J. Autom. Mob. Robotics Intell. Syst., 2020)

Multi-objective optimal power flow solutions using a constraint handling technique of evolutionary algorithms. - Partha P. Biswas; Ponnuthurai N. Suganthan; Rammohan Mallipeddi; Gehan A. J. Amaratunga (Soft Comput., 2020)

Multi-objective differential evolution algorithm with fuzzy inference-based adaptive mutation factor for Pareto optimum design of suspension system. - Ali Jamali; Rammohan Mallipeddi; M. Salehpour; Ahmad Bagheri (Swarm Evol. Comput., 2020)

A test-suite of non-convex constrained optimization problems from the real-world and some baseline results. - Abhishek Kumar 010; Guohua Wu 001; Mostafa Z. Ali; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan; Swagatam Das (Swarm Evol. Comput., 2020)

A Hybrid Discrete Differential Evolution Approach for the Single Machine Total Stepwise Tardiness Problem with Release Dates. - Gaurav Srivastava 002; Alok Singh 001; Rammohan Mallipeddi (CEC, 2021)

Multi-objective Evolutionary Algorithm based on Ensemble of Initializations for Overlapping Community Detection. - Jamshid Yusupov; Vikas Palakonda; Rammohan Mallipeddi; Kalyana Chakravarthy Veluvolu (ICEIC, 2021)

An Generational SDE based Indicator for Multi and Many-objective optimization. - Jamshid Yusupov; Vikas Palakonda; Samira Ghorbanpour; Rammohan Mallipeddi; Kalyana Chakravarthy Veluvolu (ICAIIC, 2021)

A Deep Learning Framework Integrating the Spectral and Spatial Features for Image-Assisted Medical Diagnostics. - Susmita Ghosh; Swagatam Das; Rammohan Mallipeddi (IEEE Access, 2021)

Power Flow Analysis of Islanded Microgrids: A Differential Evolution Approach. - Abhishek Kumar 010; Bablesh Kumar Jha; Swagatam Das; Rammohan Mallipeddi (IEEE Access, 2021)

A Reinforcement Learning Approach for Optimal Placement of Sensors in Protected Cultivation Systems. - Daniel Dooyum Uyeh; Blessing Itoro Bassey; Rammohan Mallipeddi; Senorpe Asem-Hiablie; Maryleen U. Ndubuaku; Seungmin Woo; Yushin Ha; Tusan Park (IEEE Access, 2021)

An evolutionary approach to robot scheduling in protected cultivation systems for uninterrupted and maximization of working time. - Daniel Dooyum Uyeh; Trinadh Pamulapati; Rammohan Mallipeddi; Tusan Park; Seungmin Woo; Siyoung Lee; Jongwon Lee; Yushin Ha (Comput. Electron. Agric., 2021)

NSGA-II with objective-specific variation operators for multiobjective vehicle routing problem with time windows. - Gaurav Srivastava 002; Alok Singh 001; Rammohan Mallipeddi (Expert Syst. Appl., 2021)

Swarm and evolutionary algorithms for energy disaggregation: challenges and prospects. - Samira Ghorbanpour; Trinadh Pamulapati; Rammohan Mallipeddi (Int. J. Bio Inspired Comput., 2021)

An ensemble approach with external archive for multi- and many-objective optimization with adaptive mating mechanism and two-level environmental selection. - Vikas Palakonda; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan (Inf. Sci., 2021)

Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network. - Partha P. Biswas; Parul Arora; Rammohan Mallipeddi; Ponnuthurai N. Suganthan; Bijaya K. Panigrahi (Neural Comput. Appl., 2021)

Robust controller design for systems with probabilistic uncertain parameters using multi-objective genetic programming. - Rammohan Mallipeddi; Iman Gholaminezhad; Mohammad S. Saeedi; Hirad Assimi; Ali Jamali (Soft Comput., 2021)

Energy disaggregation considering least square error and temporal sparsity: A multi-objective evolutionary approach. - Samira Ghorbanpour; Trinadh Pamulapati; Rammohan Mallipeddi; Minho Lee 001 (Swarm Evol. Comput., 2021)

A Benchmark-Suite of real-World constrained multi-objective optimization problems and some baseline results. - Abhishek Kumar 010; Guohua Wu 001; Mostafa Z. Ali; Qizhang Luo; Rammohan Mallipeddi; Ponnuthurai Nagaratnam Suganthan; Swagatam Das (Swarm Evol. Comput., 2021)

An Inversion-Free Robust Power-Flow Algorithm for Microgrids. - Abhishek Kumar 010; Swagatam Das; Rammohan Mallipeddi (IEEE Trans. Smart Grid, 2021)

GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking. - Abhishek Kumar 010; Oladayo S. Ajani; Swagatam Das; Rammohan Mallipeddi (CVPR, 2022)

An online machine learning-based sensors clustering system for efficient and cost-effective environmental monitoring in controlled environment agriculture. - Daniel Dooyum Uyeh; Adisa Akinsoji; Senorpe Asem-Hiablie; Blessing Itoro Bassey; Abraham Osinuga; Rammohan Mallipeddi; Maryleen Amaizu; Yushin Ha; Tusan Park (Comput. Electron. Agric., 2022)

A dual-population and multi-stage based constrained multi-objective evolutionary. - M. Sri Srinivasa Raju; Saykat Dutta; Rammohan Mallipeddi; Kedar Nath Das (Inf. Sci., 2022)

HFMOEA: a hybrid framework for multi-objective feature selection. - Rohit Kundu; Rammohan Mallipeddi (J. Comput. Des. Eng., 2022)

Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning. - Oladayo S. Ajani; Rammohan Mallipeddi (Knowl. Based Syst., 2022)

Multi-objective Lyapunov-based controller design for nonlinear systems via genetic programming. - Mir Masoud Ale Ali; Ali Jamali; Amirhossein Asgharnia; R. Ansari; Rammohan Mallipeddi (Neural Comput. Appl., 2022)

A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers. - Arka Ghosh 001; Sankha Subhra Mullick; Shounak Datta; Swagatam Das; Asit Kumar Das; Rammohan Mallipeddi (Pattern Recognit., 2022)

A twin-archive guided decomposition based multi/many-objective evolutionary algorithm. - M. Sri Srinivasa Raju; Rammohan Mallipeddi; Kedar Nath Das (Swarm Evol. Comput., 2022)

A Reference Vector-Based Simplified Covariance Matrix Adaptation Evolution Strategy for Constrained Global Optimization. - Abhishek Kumar 010; Swagatam Das; Rammohan Mallipeddi (IEEE Trans. Cybern., 2022)

UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering. - Abhishek Kumar 010; Swagatam Das; Rammohan Mallipeddi (AAAI, 2023)

Gaussian Adaptation with Decaying Matrix Adaptation Weights. - Oladayo S. Ajani; Dzeuban Fenyom Ivan; Rammohan Mallipeddi (CEC, 2023)

Ideal: Improved Dense Local Contrastive Learning For Semi-Supervised Medical Image Segmentation. - Hritam Basak; Soumitri Chattopadhyay; Rohit Kundu; Sayan Nag; Rammohan Mallipeddi (ICASSP, 2023)

Intelligent Optimization Algorithms for Disruptive Anti-covering Location Problem. - Edukondalu Chappidi; Alok Singh 001; Rammohan Mallipeddi (ICDCIT, 2023)

On the Scalability of Parking Trajectory Optimization of Autonomous Ground Vehicles. - Esther Aboyeji; Oladayo S. Ajani; Rammohan Mallipeddi (ICTC, 2023)

An Optimal Re-parametrization Scheme for Generalization in Reinforcement Learning. - Dzeuban Fenyom Ivan; Oladayo S. Ajani; Rammohan Mallipeddi (ICTC, 2023)

Animal Feed Optimization under Price Fluctuations using Evolutionary Algorithms. - Joy Usigbe; Daison Darlan; Daniel Dooyum Uyeh; Rammohan Mallipeddi (ICTC, 2023)

Recognizing Social Touch Gestures using Optimized Class-weighted CNN-LSTM Networks. - Daison Darlan; Oladayo S. Ajani; Victor Parque; Rammohan Mallipeddi (RO-MAN, 2023)

Effect of Number of Lanes on Traffic Characteristics of Reinforcement Learning Based Autonomous Driving. - Esther Aboyeji; Oladayo S. Ajani; Rammohan Mallipeddi (IEEE Access, 2023)

Robotic Assistance in Radiology: A Covid-19 Scenario. - Oladayo S. Ajani; Hammed Obasekore; Bo-Yeong Kang; Rammohan Mallipeddi (IEEE Access, 2023)

Two-Phase Evolutionary Convolutional Neural Network Architecture Search for Medical Image Classification. - Arjun Ghosh; Nanda Dulal Jana; Swagatam Das; Rammohan Mallipeddi (IEEE Access, 2023)

IcSDE+ - An Indicator for Constrained Multi-Objective Optimization. - Oladayo S. Ajani; Rammohan Mallipeddi; M. Sri Srinivasa Raju (CoRR, 2023)

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities. - Yanjie Song 001; Yutong Wu 014; Yangyang Guo; Ran Yan; Ponnuthurai N. Suganthan; Yue Zhang 010; Witold Pedrycz; Yingwu Chen 001; Swagatam Das; Rammohan Mallipeddi; Oladayo Solomon Ajani (CoRR, 2023)

CMA-ES with exponential based multiplicative covariance matrix adaptation for global optimization. - Bishal Karmakar; Abhishek Kumar 010; Rammohan Mallipeddi; Dong-Gyu Lee (Swarm Evol. Comput., 2023)

Spherical Search based constrained optimization algorithm for power flow analysis of islanded microgrids. - Abhishek Kumar 010; Bablesh Kumar Jha; Swagatam Das; Rammohan Mallipeddi (Appl. Soft Comput., 2023)

Adaptive mating selection based on weighted indicator for Multi/Many-objective evolutionary algorithm. - Saykat Dutta; M. Sri Srinivasa Raju; Rammohan Mallipeddi; Kedar Nath Das (Appl. Soft Comput., 2023)

Pareto-based Dynamic Difficulty Adjustment of a competitive exergame for arm rehabilitation. - Oladayo S. Ajani; Rammohan Mallipeddi (Int. J. Hum. Comput. Stud., 2023)

Spherical search with epsilon constraint and gradient-based repair framework for constrained optimization. - Zhuji Yang; Abhishek Kumar 010; Rammohan Mallipeddi; Dong-Gyu Lee (Swarm Evol. Comput., 2023)

A General Variable Neighborhood Search Approach for the Clustered Traveling Salesman Problem with d-Relaxed Priority Rule. - Kasi Viswanath Dasari; Alok Singh 001; Rammohan Mallipeddi (ICDCIT, 2024)

Pipe Cost Optimization in Water Distribution Network: An Analysis of Different Constraint Handling Methods. - Oyeleke S. Oyeniyi; Ivan Fenyom; Oladayo S. Ajani; Rammohan Mallipeddi (ICTC, 2024)

Priority-Encoder Ensemble for Speech Recognition. - Dzeuban Fenyom Ivan; Daison Darlan; Adeyinka Adedigba; Oladayo S. Ajani; Rammohan Mallipeddi; Hwang Jae Joo (IEEE Access, 2024)

Genetic Algorithm Guided Image Channel Selection for Skin Lesion Segmentation. - Nazarov Jasurbek; Dzeuban Fenyom Ivan; Oladayo S. Ajani; Rammohan Mallipeddi (IEEE Access, 2024)

Empowered Virtual Synchronous Generator Based Control Scheme for Improved Transient Response and Reduced Nuisance Tripping in Stable Microgrids. - Mandarapu Srikanth; Yellapragada Venkata Pavan Kumar; Ch. Pradeep Reddy; Rammohan Mallipeddi (IEEE Access, 2024)

High-density cluster core-based k-means clustering with an unknown number of clusters. - Abhimanyu Kumar; Abhishek Kumar 010; Rammohan Mallipeddi; Dong-Gyu Lee (Appl. Soft Comput., 2024)

Fuzzy adaptive cruise control with model predictive control responding to dynamic traffic conditions for automated driving. - Zahra Mehraban; Ashkan Yousefi Zadeh; Hamid Khayyam; Rammohan Mallipeddi; Ali Jamali (Eng. Appl. Artif. Intell., 2024)

Optimal placement of fixed hub height wind turbines in a wind farm using twin archive guided decomposition based multi-objective evolutionary algorithm. - M. Sri Srinivasa Raju; Prabhujit Mohapatra; Saykat Dutta; Rammohan Mallipeddi; Kedar Nath Das (Eng. Appl. Artif. Intell., 2024)

Covariance matrix adaptation evolution strategy based on ensemble of mutations for parking navigation and maneuver of autonomous vehicles. - Esther Aboyeji; Oladayo S. Ajani; Rammohan Mallipeddi (Expert Syst. Appl., 2024)

Covariance matrix adaptation evolution strategy based on correlated evolution paths with application to reinforcement learning. - Oladayo S. Ajani; Abhishek Kumar 010; Rammohan Mallipeddi (Expert Syst. Appl., 2024)

Bi-level game theoretic approach for robust design: A case study of path-generating four-bar. - Bahman Ahmadi; Ali Jamali; Rammohan Mallipeddi; Nader Nariman-Zadeh; Behzad Ahmadi; Hamid Khayyam (Swarm Evol. Comput., 2024)

Deep reinforcement learning as multiobjective optimization benchmarks: Problem formulation and performance assessment. - Oladayo S. Ajani; Dzeuban Fenyom Ivan; Daison Darlan; Ponnuthurai N. Suganthan; Kaizhou Gao; Rammohan Mallipeddi (Swarm Evol. Comput., 2024)

Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities. - Yanjie Song 001; Yutong Wu 014; Yangyang Guo; Ran Yan; Ponnuthurai Nagaratnam Suganthan; Yue Zhang 010; Witold Pedrycz; Swagatam Das; Rammohan Mallipeddi; Oladayo Solomon Ajani; Qiang Feng (Swarm Evol. Comput., 2024)

A constrained multi-objective evolutionary algorithm with clustering based weight vector adaptation. - M. Sri Srinivasa Raju; Saykat Dutta; Rammohan Mallipeddi; Kedar Nath Das; Dong-Gyu Lee (Swarm Evol. Comput., 2024)

An Efficient Differential Grouping Algorithm for Large-Scale Global Optimization. - Abhishek Kumar 010; Swagatam Das; Rammohan Mallipeddi (IEEE Trans. Evol. Comput., 2024)

Multi-indicator based multi-objective evolutionary algorithm with application to neural architecture search. - Oladayo S. Ajani; Daison Darlan; Dzeuban Fenyom Ivan; Rammohan Mallipeddi (Int. J. Mach. Learn. Cybern., 2024)

Integrated Intelligent Control Systems for Eco and Safe Driving in Autonomous Vehicles. - Ashkan Yousefi Zadeh; Hamid Khayyam; Rammohan Mallipeddi; Ali Jamali (IEEE Trans. Intell. Transp. Syst., 2024)

TransE2UNet: Edge Guided TransEfficientUNET for Generalized Colon Polyp Segmentation from Endoscopy Images. - Subhashis Kar; Souradeep Mukhopadhyay; Shreyan Kundu; Debesh Jha; Rammohan Mallipeddi (MIUA (3), 2025)

Entropy-weighted medoid shift: An automated clustering algorithm for high-dimensional data. - Abhishek Kumar 010; Oladayo S. Ajani; Swagatam Das; Rammohan Mallipeddi (Appl. Soft Comput., 2025)

Designing optimal Vision Transformer architecture using differential evolution for tomato leaf disease classification. - Debtanu Ghosh; Subhayu Ghosh; Nanda Dulal Jana; Suparna Biswas; Rammohan Mallipeddi (Comput. Electron. Agric., 2025)

Prediction-guided multi-objective reinforcement learning with corner solution search. - Oladayo S. Ajani; Ivan Fenyom; Daison Darlan; Rammohan Mallipeddi (Comput. Electr. Eng., 2025)

E-GAP: Evolutionary Gradient Attack on Privacy. - Yuvraj Singh Chaudhry; Rammohan Mallipeddi (Comput. Electr. Eng., 2025)

A swarm intelligence approach to minimum weight independent dominating set problem. - Mohd Danish Rasheed; Alok Singh 001; Rammohan Mallipeddi (Comput. Electr. Eng., 2025)

Enhanced brain tumor classification using convolutional neural networks and ensemble voting classifier for improved diagnostic accuracy. - Vijaya Kumar Velpula; Jyothi Sri Vadlamudi; Malathi Janapati; Purna Prakash Kasaraneni; Yellapragada Venkata Pavan Kumar; Pradeep Reddy Challa; Rammohan Mallipeddi (Comput. Electr. Eng., 2025)

Cluster-Aggregated Transformer: Enhancing lightweight parameter models. - Zikun Guo; Adeyinka Adedigba; Rammohan Mallipeddi (Eng. Appl. Artif. Intell., 2025)

EAEFA-R: Multiple learning-based ensemble artificial electric field algorithm for global optimization. - Dikshit Chauhan; Anupam Yadav; Rammohan Mallipeddi (Knowl. Based Syst., 2025)

A multi-objective benchmark for UAV path planning with baseline results. - Daison Darlan; Oladayo S. Ajani; Anand Paul 001; Rammohan Mallipeddi (Swarm Evol. Comput., 2025)