ECIS Lab Dept. of AI - Publications

An online machine learning-based sensors clustering system for efficient and cost-effective environmental monitoring in controlled environment agriculture

D Dooyum Uyeh, A Akinsoji, S Asem-Hiablie, B Itoro Bassey, A Osinuga, ...

2022

An online machine learning-based sensors clustering system for efficient and cost-effective environmental monitoring in controlled environment agriculture

DD Uyeh, A Akinsoji, S Asem-Hiablie, BI Bassey, A Osinuga, R Mallipeddi, ...

Computers and Electronics in Agriculture 199, 107139

2022

Adaptive evolution strategy with ensemble of mutations for Reinforcement Learning

OS Ajani, R Mallipeddi

Knowledge-Based Systems 245, 108624

2022

HFMOEA: a hybrid framework for multi-objective feature selection

R Kundu, R Mallipeddi

Journal of Computational Design and Engineering 9 (3), 949-965

2022

A twin-archive guided decomposition based multi/many-objective evolutionary algorithm

R Mallipeddi, KN Das

Swarm and Evolutionary Computation 71, 101082

2022

Hybrid selection based multi/many-objective evolutionary algorithm

S Dutta, R Mallipeddi, KN Das

Scientific Reports 12 (1), 1-13

2022

Benchmarking Optimization-Based Energy Disaggregation Algorithms

OS Ajani, A Kumar, R Mallipeddi, S Das, PN Suganthan

Energies 15 (5), 1600

2022

A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers

A Ghosh, SS Mullick, S Datta, S Das, AK Das, R Mallipeddi

Pattern Recognition 122, 108279

2022

Optimal sensors placement in controlled environment agriculture using a reinforcement learning approach

DD Uyeh, S Hiablie, T Park, BI Bassey, R Mallipeddi, S Woo, H Jang, ...

2022 ASABE Annual International Meeting, 1

2022

Technological Advancements and Economics in Plant Production Systems: How to Retrofit?

DD Uyeh, R Mallipeddi, T Park, S Woo, Y Ha

Frontiers in Plant Science 13

2022

Grid Search for Lowest Root Mean Squared Error in Predicting Optimal Sensor Location in Protected Cultivation Systems

DD Uyeh, O Iyiola, R Mallipeddi, S Asem-Hiablie, M Amaizu, Y Ha, T Park

Frontiers in Plant Science, 2218

2022

GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking

A Kumar, OS Ajani, S Das, R Mallipeddi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …

2022

Multi-objective Lyapunov-based controller design for nonlinear systems via genetic programming

MMA Ali, A Jamali, A Asgharnia, R Ansari, R Mallipeddi

Neural Computing and Applications 34 (2), 1345-1357

2022

A Deep Learning Framework Integrating the Spectral and Spatial Features for Image-Assisted Medical Diagnostics

S Ghosh, S Das, R Mallipeddi

Ieee Access 9, 163686-163696

2021

A benchmark-suite of real-world constrained multi-objective optimization problems and some baseline results

A Kumar, G Wu, MZ Ali, Q Luo, R Mallipeddi, PN Suganthan, S Das

Swarm and Evolutionary Computation 67, 100961

2021

A Mating Selection Based on Modified Strengthened Dominance Relation for NSGA-III

S Dutta, R Mallipeddi, KN Das, DG Lee

Mathematics 9 (22), 2837

2021

Smart and Intelligent Systems: Proceedings of SIS 2021

S Dawn, KN Das, R Mallipeddi, DP Acharjya

Springer Nature

2021

NSGA-II with objective-specific variation operators for multiobjective vehicle routing problem with time windows

G Srivastava, A Singh, R Mallipeddi

Expert Systems with Applications 176, 114779

2021

An evolutionary approach to robot scheduling in protected cultivation systems for uninterrupted and maximization of working time

DD Uyeh, T Pamulapati, R Mallipeddi, T Park, S Woo, S Lee, J Lee, Y Ha

Computers and Electronics in Agriculture 187, 106231

2021

A reinforcement learning approach for optimal placement of sensors in protected cultivation systems

DD Uyeh, BI Bassey, R Mallipeddi, S Asem-Hiablie, M Amaizu, S Woo, ...

IEEE Access 9, 100781-100800

2021

Energy disaggregation considering least square error and temporal sparsity: A multi-objective evolutionary approach

S Ghorbanpour, T Pamulapati, R Mallipeddi, M Lee

Swarm and Evolutionary Computation 64, 100909

2021

A hybrid discrete differential evolution approach for the single machine total stepwise tardiness problem with release dates

G Srivastava, A Singh, R Mallipeddi

2021 IEEE Congress on Evolutionary Computation (CEC), 652-659

2021

Optimal placement and sizing of FACTS devices for optimal power flow in a wind power integrated electrical network

PP Biswas, P Arora, R Mallipeddi, PN Suganthan, BK Panigrahi

Neural computing and Applications 33 (12), 6753-6774

2021

An ensemble approach with external archive for multi-and many-objective optimization with adaptive mating mechanism and two-level environmental selection

V Palakonda, R Mallipeddi, PN Suganthan

Information Sciences 555, 164-197

2021

Power flow analysis of islanded microgrids: a differential evolution approach

A Kumar, BK Jha, S Das, R Mallipeddi

IEEE Access 9, 61721-61738

2021

An Generational SDE based Indicator for Multi and Many-objective optimization

J Yusupov, V Palakonda, S Ghorbanpour, R Mallipeddi, KC Veluvolu

2021 International Conference on Artificial Intelligence in Information and …

2021

An Inversion-Free Robust Power-Flow Algorithm for Microgrids

A Kumar, S Das, R Mallipeddi

IEEE Transactions on Smart Grid 12 (4), 2844-2859

2021

Swarm and evolutionary algorithms for energy disaggregation: challenges and prospects

S Ghorbanpour, T Pamulapati, R Mallipeddi

International Journal of Bio-Inspired Computation 17 (4), 215-226

2021

Multi-objective Evolutionary Algorithm based on Ensemble of Initializations for Overlapping Community Detection

J Yusupov, V Palakonda, R Mallipeddi, KC Veluvolu

2021 International Conference on Electronics, Information, and Communication …

2021

Robust controller design for systems with probabilistic uncertain parameters using multi-objective genetic programming

R Mallipeddi, I Gholaminezhad, MS Saeedi, H Assimi, A Jamali

Soft Computing 25 (1), 233-249

2021

A reference vector-based simplified covariance matrix adaptation evolution strategy for constrained global optimization

A Kumar, S Das, R Mallipeddi

IEEE Transactions on Cybernetics

2020

A test-suite of non-convex constrained optimization problems from the real-world and some baseline results

A Kumar, G Wu, MZ Ali, R Mallipeddi, PN Suganthan, S Das

Swarm and Evolutionary Computation 56, 100693

106

2020

The Sparse MinMax k-Means Algorithm for High-Dimensional Clustering.

S Dey, S Das, R Mallipeddi

IJCAI, 2103-2110

2020

Multi-objective home appliance scheduling with implicit and interactive user satisfaction modelling

T Pamulapati, R Mallipeddi, M Lee

Applied Energy 267, 114690

2020

An evolutionary algorithm for multi and many-objective optimization with adaptive mating and environmental selection

V Palakonda, R Mallipeddi

IEEE Access 8, 82781-82796

2020

Multi-objective differential evolution algorithm with fuzzy inference-based adaptive mutation factor for Pareto optimum design of suspension system

A Jamali, R Mallipeddi, M Salehpour, A Bagheri

Swarm and Evolutionary Computation 54, 100666

2020

Multi-objective optimal power flow solutions using a constraint handling technique of evolutionary algorithms

PP Biswas, PN Suganthan, R Mallipeddi, GAJ Amaratunga

Soft Computing 24 (4), 2999-3023

2020

Optimal robot utilization in protected cultivation systems

DD Uyeh, R Mallipeddi, T Park, H Park, Y Kim, S Kang, J Kim, Y Ha, ...

한국농업기계학회 학술발표논문집 25 (2), 195-195

2020

Greenhouse layout optimization enhances safe and rapid robot navigation

DD Uyeh, R Mallipeddi, T Park, J Kim, Y Kim, S Kang, Y Ha, S Woo

한국농업기계학회 학술발표논문집 25 (1), 125-125

2020

One Sparse Perturbation to Fool them All, almost Always!

A Ghosh, SS Mullick, S Datta, S Das, R Mallipeddi, AK Das

2020

Unit commitment using time-ahead priority list and heterogeneous comprehensive learning PSO

N Lynn, PN Suganthan, S Narasimalu, T Pamulapati, R Mallipeddi

2019 IEEE Symposium Series on Computational Intelligence (SSCI), 2279-2286

2019

KnEA with Ensemble Approach for Parameter Selection for Many-Objective Optimization

V Palakonda, R Mallipeddi

International Conference on Bio-Inspired Computing: Theories and …

2019

Differential Evolutionary (DE) Based Interactive Recoloring Based on YUV Based Edge Detection for Interior Design

FW Ramlan, V Palakonda, R Mallipeddi

2019 International Conference on Information and Communication Technology …

2019

Precision animal feed formulation: An evolutionary multi-objective approach

DD Uyeh, T Pamulapati, R Mallipeddi, T Park, S Asem-Hiablie, S Woo, ...

Animal Feed Science and Technology 256, 114211

2019

Economical photovoltaic tree with improved angle of movement based sun tracking system

B Karmakar, R Mallipeddi, MNK Protiq

Journal of Automation, Mobile Robotics and Intelligent Systems, 47-51

2019

MOEA with Approximate Nondominated Sorting Based on Sum of Normalized Objectives

V Palakonda, R Mallipeddi

Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 70-78

2019

Evolutionary greenhouse layout optimization for rapid and safe robot navigation

DD Uyeh, FW Ramlan, R Mallipeddi, T Park, S Woo, J Kim, Y Kim, Y Ha

IEEE Access 7, 88472-88480

2019

A multi-start iterated local search algorithm for the maximum scatter traveling salesman problem

P Venkatesh, A Singh, R Mallipeddi

2019 IEEE Congress on Evolutionary Computation (CEC), 1390-1397

2019

An efficient differential evolution algorithm for stochastic OPF based active–reactive power dispatch problem considering renewable generators

NH Awad, MZ Ali, R Mallipeddi, PN Suganthan

Applied Soft Computing 76, 445-458

2019

Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach

PP Biswas, PN Suganthan, R Mallipeddi, GAJ Amaratunga

Applied Soft Computing 75, 616-632

2019

Ensemble strategies for population-based optimization algorithms–A survey

G Wu, R Mallipeddi, PN Suganthan

Swarm and evolutionary computation 44, 695-711

147

2019

Interactive livestock feed ration optimization using evolutionary algorithms

DD Uyeh, R Mallipeddi, T Pamulapati, T Park, J Kim, S Woo, Y Ha

Computers and Electronics in Agriculture 155, 1-11

2018

Pareto dominance-based MOEA with multiple ranking methods for many-objective optimization

V Palakonda, S Ghorbanpour, R Mallipeddi

2018 IEEE Symposium Series on Computational Intelligence (SSCI), 958-964

2018

Ensemble of Pareto-based Selections for Many-objective optimization

S Ghorbanpour, V Palakonda, R Mallipeddi

2018 IEEE Symposium Series on Computational Intelligence (SSCI), 981-988

2018

Significance of Classifier and Feature Selection in Automatic Identification of Electrical Appliances

S Ghorbanpour, R Mallipeddi

2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …

2018

Cognitive task classification using fuzzy based empirical wavelet transform

M Tanveer, A Gupta, D Kumar, S Priyadarshini, A Chakraborti, ...

2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …

2018

A switched parameter differential evolution with multi-donor mutation and annealing based local search for optimization of lennard-jones atomic clusters

A Ghosh, R Mallipeddi, S Das, AK Das

2018 IEEE congress on evolutionary computation (CEC), 1-8

2018

Differential evolution with stochastic selection for uncertain environments: A smart grid application

V Palakonda, NH Awad, R Mallipeddi, MZ Ali, KC Veluvolu, ...

2018 IEEE Congress on Evolutionary Computation (CEC), 1-7

2018

An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization

NH Awad, MZ Ali, R Mallipeddi, PN Suganthan

Information Sciences 451, 326-347

2018

Special session & competitions on real-parameter single objective optimization

P Suganthan, M Ali, G Wu, R Mallipeddi

Proceedings of the IEEE congress on evolutionary computation (CEC), Rio de …

2018

+—An Indicator for Multi and Many-Objective Optimization

T Pamulapati, R Mallipeddi, PN Suganthan

IEEE Transactions on Evolutionary Computation 23 (2), 346-352

2018

Ensemble of Support Vector Machine and Meta classification

V Palakonda, R Mallipeddi

한국통신학회 학술대회논문집, 1158-1159

2018

Optimal power flow solutions using differential evolution algorithm integrated with effective constraint handling techniques

PP Biswas, PN Suganthan, R Mallipeddi, GAJ Amaratunga

Engineering Applications of Artificial Intelligence 68, 81-100

161

2018

Precision Livestock Feed Production Using Dynamic Approaches

UD Dooyum, R Mallipeddi, T Pamulapati, T Park, S Woo, J Kim, Y Ha

한국농업기계학회 학술발표논문집 23 (2), 137-137

2018

Interactive Total Mixed Ration formulation using Differential evolution

DD Uyeh, R Mallipeddi, T Pamulapati, T Park, J Kim, S Woo, Y Ha, T Kim

2018 ASABE Annual International Meeting, 1

2018

Iterative Sorting-Based Non-dominated Sorting Algorithm for Bi-objective Optimization

V Palakonda, R Mallipeddi

Smart Computing and Informatics, 133-141

2018

Sensitive deep convolutional neural network for face recognition at large standoffs with small dataset

A Jalali, R Mallipeddi, M Lee

Expert Systems with Applications 87, 304-315

2017

A modified differential evolution with distance-based selection for continuous optimization in presence of noise

A Ghosh, S Das, R Mallipeddi, AK Das, SS Dash

IEEE Access 5, 26944-26964

2017

Optimal reconfiguration and distributed generator allocation in distribution network using an advanced adaptive differential evolution

PP Biswas, R Mallipeddi, PN Suganthan, GAJ Amaratunga

2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7

2017

A multiobjective approach for optimal placement and sizing of distributed generators and capacitors in distribution network

PP Biswas, R Mallipeddi, PN Suganthan, GAJ Amaratunga

Applied soft computing 60, 268-280

2017

Trajectory-based vehicle tracking at low frame rates

G Lee, R Mallipeddi, M Lee

Expert Systems with Applications 80, 46-57

2017

A switched parameter differential evolution with optional blending crossover for scalable numerical optimization

A Ghosh, S Das, SS Mullick, R Mallipeddi, AK Das

Applied Soft Computing 57, 329-352

2017

Particle swarm optimization with ensemble of inertia weight strategies

MZ Shirazi, T Pamulapati, R Mallipeddi, KC Veluvolu

International Conference on Swarm Intelligence, 140-147

2017

Pareto dominance-based algorithms with ranking methods for many-objective optimization

V Palakonda, R Mallipeddi

IEEE Access 5, 11043-11053

2017

Nondominated sorting based on sum of objectives

V Palakonda, T Pamulapati, R Mallipeddi, PP Biswas, KC Veluvolu

2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8

2017

Particle swarm optimization with a modified learning strategy and blending crossover

A Panda, R Mallipeddi, S Das

2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8

2017

Optimization of Total Mixed Ration (TMR) feed formulation for Cattle Using Evolutionary Systems

UD Dooyum, R Mallipeddi, T Pamulapati, T Park, J Kim, S Woo, Y Ha

한국농업기계학회 학술발표논문집 22 (2), 68-68

2017

Problem definitions and evaluation criteria for the CEC 2017 competition and special session on constrained single objective real-parameter optimization

G Wu, R Mallipeddi, PN Suganthan

Nanyang Technol. Univ., Singapore, Tech. Rep, 1-18

2016

Identification of emotion associated brain functional network with phase locking value

V Gonuguntla, R Mallipeddi, KC Veluvolu

2016 38Th Annual International Conference of the Ieee Engineering in …

2016

Differential evolution with an ensemble of low-quality surrogates for expensive optimization problems

M Krithikaa, R Mallipeddi

2016 IEEE Congress on Evolutionary Computation (CEC), 78-85

2016

Adaptive driver assistance system based on traffic information saliency map

J Kim, S Kim, R Mallipeddi, G Jang, M Lee

2016 International Joint Conference on Neural Networks (IJCNN), 1918-1923

2016

Rank-Based Nondomination Set Identification with Preprocessing

V Palakonda, R Mallipeddi

International Conference on Swarm Intelligence, 150-157

2016

Differential evolution with multi-population based ensemble of mutation strategies

G Wu, R Mallipeddi, PN Suganthan, R Wang, H Chen

Information Sciences 329, 329-345

388

2016

Harmony Search Algorithm with Ensemble of Surrogate Models

K Mohanarangam, R Mallipeddi

Harmony Search Algorithm, 19-28

2016

A variable reduction strategy for evolutionary algorithms handling equality constraints

G Wu, W Pedrycz, PN Suganthan, R Mallipeddi

Applied soft computing 37, 774-786

2015

Deformation invariant and contactless palmprint recognition using convolutional neural network

A Jalali, R Mallipeddi, M Lee

Proceedings of the 3rd International Conference on Human-agent Interaction …

2015

Generating music from an image

GC Sergio, R Mallipeddi, JS Kang, M Lee

Proceedings of the 3rd International Conference on Human-Agent Interaction …

2015

Smart cane: Face recognition system for blind

Y Jin, J Kim, B Kim, R Mallipeddi, M Lee

Proceedings of the 3rd International Conference on Human-Agent Interaction …

2015

A Glass-type Agent for Human Memory Assistance for Face Recognition

B Kim, J Kim, R Mallipeddi, M Lee

Proceedings of the 3rd International Conference on Human-Agent Interaction …

2015

A Fast Training Algorithm of Multiple-Timescale Recurrent Neural Network for Agent Motion Generation

Z Yu, R Mallipeddi, M Lee

Proceedings of the 3rd International Conference on Human-Agent Interaction …

2015

Real Time Hand Gesture Recognition Using Random Forest and Linear Discriminant Analysis.

O Sangjun, R Mallipeddi, M Lee

HAI, 279-282

2015

An evolving surrogate model-based differential evolution algorithm

R Mallipeddi, M Lee

Applied Soft Computing 34, 770-787

2015

Spatial filter and feature selection optimization based on EA for multi-channel EEG

Y Wang, K Mohanarangam, R Mallipeddi, KC Veluvolu

2015 37th Annual International Conference of the IEEE Engineering in …

2015

Human intention understanding based on object affordance and action classification

Z Yu, S Kim, R Mallipeddi, M Lee

2015 International Joint Conference on Neural Networks (IJCNN), 1-6

2015

A genetic algorithm-based moving object detection for real-time traffic surveillance

G Lee, R Mallipeddi, GJ Jang, M Lee

IEEE signal processing letters 22 (10), 1619-1622

2015

Differential evolution with population and strategy parameter adaptation

V Gonuguntla, R Mallipeddi, KC Veluvolu

Mathematical Problems in Engineering 2015

2015

Ensemble of constraint handling techniques for single objective constrained optimization

R Mallipeddi, S Das, PN Suganthan

Evolutionary Constrained Optimization, 231-248

2015

Differential evolution with two subpopulations

N Lynn, R Mallipeddi, PN Suganthan

International Conference on Swarm, Evolutionary, and Memetic Computing, 1-13

2014

Human implicit intent discrimination using EEG and eye movement

U Park, R Mallipeddi, M Lee

International Conference on Neural Information Processing, 11-18

2014

Identification of human implicit visual search intention based on eye movement and pupillary analysis

YM Jang, R Mallipeddi, M Lee

User Modeling and User-Adapted Interaction 24 (4), 315-344

2014

Gaussian adaptation based parameter adaptation for differential evolution

R Mallipeddi, G Wu, M Lee, PN Suganthan

2014 IEEE congress on evolutionary computation (CEC), 1760-1767

2014

Incremental face recognition using rehearsal and recall processes

S Kim, R Mallipeddi, M Lee

2014 International joint conference on neural networks (IJCNN), 2752-2757

2014

Achieving high robustness and performance in QoS-aware route planning for IPTV networks

G Kandavanam, R Mallipeddi, D Botvich, S Balasubramaniam, ...

Information Sciences 269, 217-237

2014

Goal-oriented behavior sequence generation based on semantic commands using multiple timescales recurrent neural network with initial state correction

S Jeong, Y Park, R Mallipeddi, J Tani, M Lee

Neurocomputing 129, 67-77

2014

Unit commitment-a survey and comparison of conventional and nature inspired algorithms

R Mallipeddi, PN Suganthan

International Journal of Bio-Inspired Computation 6 (2), 71-90

2014

Human intention recognition based on eyeball movement pattern and pupil size variation

YM Jang, R Mallipeddi, S Lee, HW Kwak, M Lee

Neurocomputing 128, 421-432

2014

Driver's lane-change intent identification based on pupillary variation

YM Jang, R Mallipeddi, M Lee

2014 IEEE International Conference on Consumer Electronics (ICCE), 197-198

2014

Improved adaptive differential evolution algorithm with external archive

R Mallipeddi, PN Suganthan

International Conference on Swarm, Evolutionary, and Memetic Computing, 170-178

2013

Embedded System for Human Augmented Cognition Based on Face Selective Attention Using Eye Gaze Tracking

B Kim, R Mallipeddi, M Lee

International Conference on Neural Information Processing, 729-736

2013

Exogenous and Endogenous Based Spatial Attention Analysis for Human Implicit Intention Understanding

YM Jang, R Mallipeddi, M Lee

International Conference on Neural Information Processing, 137-144

2013

Supervised multiple timescale recurrent neuron network model for human action classification

Z Yu, R Mallipeddi, M Lee

International Conference on Neural Information Processing, 196-203

2013

Evolutionary programming based recommendation system for online shopping

J Jung, Y Matsuba, R Mallipeddi, H Funaya, K Ikeda, M Lee

2013 Asia-Pacific Signal and Information Processing Association Annual …

2013

Tracking multiple moving vehicles in low frame rate videos based on trajectory information

G Lee, R Mallipeddi, M Lee

2013 IEEE International Conference on Systems, Man, and Cybernetics, 3615-3620

2013

안구 운동 분석과 확률 기반의 의도탐색 모니터링 시스템

장영민， 이상일， 곽호완， 이민호

대한전자공학회 학술대회, 1518-1521

2013

Harmony search based parameter ensemble adaptation for differential evolution

R Mallipeddi

Journal of Applied Mathematics 2013

2013

Probing of human implicit intent based on eye movement and pupillary analysis for augmented cognition

B Hwang, YM Jang, R Mallipeddi, M Lee

International journal of imaging systems and technology 23 (2), 114-126

2013

Adaptive evolutionary programming with p-best mutation strategy

S Das, R Mallipeddi, D Maity

Swarm and Evolutionary Computation 9, 58-68

2013

Development of Intelligent Learning Tool based on Human eyeball Movement Analysis for Improving Foreign Language Competence

J Shin, YM Jang, S Kim, R Mallipeddi, J Bae, S Choi, M Lee

Journal of the Institute of Electronics and Information Engineers 50 (11 …

2013

Discriminant Analysis of Human's Implicit Intent based on Eyeball Movement

YM Jang, R Mallipeddi, CS Kim, M Lee

Journal of the Institute of Electronics and Information Engineers 50 (6 …

2013

Identification of moving vehicle trajectory using manifold learning

G Lee, R Mallipeddi, M Lee

International Conference on Neural Information Processing, 188-195

2012

Incremental face recognition: hybrid approach using short-term memory and long-term memory

S Kim, R Mallipeddi, M Lee

International Conference on Neural Information Processing, 194-201

2012

Probabilistic human intention modeling for cognitive augmentation

B Hwang, YM Jang, R Mallipeddi, M Lee

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC …

2012

Efficient constraint handling for optimal reactive power dispatch problems

R Mallipeddi, S Jeyadevi, PN Suganthan, S Baskar

Swarm and Evolutionary Computation 5, 28-36

117

2012

Estimating the Clothes Characteristics with the Image and Depth Sensors for Developing Virtual Fitting Room

Y Matsuba, H Funaya, A Nakamura, K Ikeda

IEICE Technical Report; IEICE Tech. Rep. 112 (108), 37-41

2012

Surrogate model assisted ensemble differential evolution algorithm

R Mallipeddi, M Lee

2012 IEEE congress on evolutionary computation, 1-8

2012

Ensemble based face recognition using discriminant PCA features

R Mallipeddi, M Lee

2012 IEEE Congress on Evolutionary Computation, 1-7

2012

Human implicit intent transition detection based on pupillary analysis

YM Jang, R Mallipeddi, M Lee, S Lee, HW Kwak

The 2012 International Joint Conference on Neural Networks (IJCNN), 1-7

2012

Recognition of human’s implicit intention based on an eyeball movement pattern analysis

YM Jang, S Lee, R Mallipeddi, HW Kwak, M Lee

International Conference on Neural Information Processing, 138-145

2011

Ensemble strategies in compact differential evolution

R Mallipeddi, G Iacca, PN Suganthan, F Neri, E Mininno

2011 IEEE Congress of Evolutionary Computation (CEC), 1972-1977

2011

Ensemble differential evolution algorithm for CEC2011 problems

R Mallipeddi, PN Suganthan

2011 IEEE Congress of Evolutionary Computation (CEC), 1557-1564

2011

Global supervision for compact differential evolution

G Iacca, R Mallipeddi, E Mininno, F Neri, PN Suganthan

2011 IEEE Symposium on Differential Evolution (SDE), 1-8

2011

Super-fit and population size reduction in compact differential evolution

G Iacca, R Mallipeddi, E Mininno, F Neri, PN Suganthan

2011 IEEE Workshop on Memetic Computing (MC), 1-8

2011

Differential evolution algorithm with ensemble of parameters and mutation strategies

R Mallipeddi, PN Suganthan, QK Pan, MF Tasgetiren

Applied soft computing 11 (2), 1679-1696

1251

2011

A differential evolution approach for robust adaptive beamforming based on joint estimation of look direction and array geometry

R Mallipeddi, J Lie, PN Suganthan, SG Razul, CMS See

Progress In Electromagnetics Research 119, 381-394

2011

Near optimal robust adaptive beamforming approach based on evolutionary algorithm

R Mallipeddi, J Lie, PN Suganthan, SG Razul, CMS See

Progress In Electromagnetics Research B 29, 157-174

2011

Robust adaptive beamforming based on covariance matrix reconstruction for look direction mismatch

R Mallipeddi, J Lie, SG Razul, PN Suganthan, CMS See

Progress In Electromagnetics Research Letters 25, 37-46

2011

A differential evolution algorithm with self-adapting strategy and control parameters

QK Pan, PN Suganthan, L Wang, L Gao, R Mallipeddi

Computers & Operations Research 38 (1), 394-408

188

2011

Constraint Handling in Transmission Network Expansion Planning

R Mallipeddi, A Verma, PN Suganthan, BK Panigrahi, PR Bijwe

International Conference on Swarm, Evolutionary, and Memetic Computing, 709-717

2010

Differential evolution algorithm with ensemble of parameters and mutation and crossover strategies

R Mallipeddi, PN Suganthan

International conference on swarm, evolutionary, and memetic computing, 71-78

112

2010

An ensemble of differential evolution algorithms for constrained function optimization

MF Tasgetiren, PN Suganthan, QK Pan, R Mallipeddi, S Sarman

IEEE congress on evolutionary computation, 1-8

2010

Differential evolution with ensemble of constraint handling techniques for solving CEC 2010 benchmark problems

R Mallipeddi, PN Suganthan

IEEE congress on evolutionary computation, 1-8

101

2010

Ensemble strategies with adaptive evolutionary programming

R Mallipeddi, S Mallipeddi, PN Suganthan

Information Sciences 180 (9), 1571-1581

132

2010

Problem definitions and evaluation criteria for the CEC 2010 competition and special session on single objective constrained real-parameter optimization

R Mallipeddi, PN Suganthan

Nangyang Technological University, Singapore

2010

Problem definitions and evaluation criteria for the CEC 2010 competition on constrained real-parameter optimization

R Mallipeddi, PN Suganthan

Nanyang Technological University, Singapore 24

425

2010

Ensemble of constraint handling techniques

R Mallipeddi, PN Suganthan

IEEE Transactions on Evolutionary Computation 14 (4), 561-579

439

2010

Differential evolution algorithm with ensemble of populations for global numerical optimization

R Mallipeddi, PN Suganthan

Opsearch 46 (2), 184-213

2009

Diversity enhanced adaptive evolutionary programming for solving single objective constrained problems

R Mallipeddi, PN Suganthan, BY Qu

2009 IEEE Congress on Evolutionary Computation, 2106-2113

2009

Multi-objective optimization using self-adaptive differential evolution algorithm

VL Huang, SZ Zhao, R Mallipeddi, PN Suganthan

2009 IEEE congress on evolutionary computation, 190-194

127

2009

Fiber Bragg grating sensor array interrogation using differential evolution

MK Venu, R Mallipeddi, PN Suganthan

Optoelectronics and Advanced Materials-Rapid Communications 2 (11), 682-685

2008

Evaluation of novel adaptive evolutionary programming on four constraint handling techniques

R Mallipeddi, PN Suganthan

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …

2008

Empirical study on the effect of population size on differential evolution algorithm

R Mallipeddi, PN Suganthan

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on …

2008

Supplementary File of “GridShift: A Faster Mode-seeking Algorithm for Image Segmentation and Object Tracking”

A Kumar, OS Ajani, S Das, R Mallipeddi

Smart and Intelligent Systems

S Dawn, KN Das, R Mallipeddi, DP Acharjya

Swarm and Evolutionary Computation

S Ghorbanpour, T Pamulapati, R Mallipeddi, M Lee

Multi-Objective Optimization of SVM Parameters for Meta Classifier Design

S Ghorbanpour, V Palakonda, R Mallipeddi

Optimal reactive power dispatch with uncertainties in load demand and renewable energy sources adopting scenario-based approach

Applied Soft Computing

Near Optimal Adaptive Robust Beamforming

R Mallipeddi, JP Lie, PN Suganthan, SG Razul, CMS See

Chen, Siping 9 Fan, Xiaofeng 15 Fang, Hanbing 48 Gong, Maoguo 1, 29

G Iacca, Z Ji, L Jiang, JL Kuo, Y Li, MH Lim, F Liu, W Ma, J Ma, ...

Arabas, Jaroslaw 49 Bartnik, Lukasz 49 Blasco, Xavier 73 Boškoviü, Borko 9 Brest, Janez 9, 150

O Bulut, K Cordes, M Cruz-Ramírez, A Darvish, S Das, R De Prisco, ...

Incremental Object Recognition using Hybrid Learning with Short-Term and Long-Term Memory

S Kim, R Mallipeddi, M Lee

SDE 2011 Committee Symposium on Differential Evolution (IEEE SDE 2011)

J Brest, S Das, PN Suganthan, J Arabas, BV Babu, B Boskovic, LT Bui, ...

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