| THEORETICAL OPTIMIZATION |
| Beyond Convexity: New Perspectives in Computational Optimization |
Narendra Karmarkar |
| Optimal mu-Distributions for the Hypervolume Indicator for Problems With Linear Bi-Objective Fronts: Exact and Exhaustive Results |
Dimo Brockhoff |
| A Parallel Algorithm for Solving Large Convex Minimax Problems |
Ramnik Arora, Utkarsh Upadhyay, Rupesh Tulshyan, and J. Dutta |
| Towards Efficient and Effective Negative Selection
Algorithm: A Convex Hull Representation Scheme |
Mahshid Majd, Farzaneh Shoeleh, Ali Hamzeh, and Sattar Hashemi |
| To Handle Real Valued Input in XCS: Using Fuzzy
Hyper-trapezoidal Membership in Classifier Condition |
Farzaneh Shoeleh, Ali Hamzeh and Sattar Hashemi |
| Development of Optimal Control System for Safe
Distance of Platooning Using Model Predictive Control |
Xin Zhao, Dongmei Wu, Yichun Yeh, and Harutoshi Ogai |
| A Comparative Study on Theoretical and Empirical
Evolution of Population Variance of Differential Evolution
Variants |
G. Jeyakumar and C. Shunmuga Velayutham |
| Generating Sequential Space-filling Designs
Using Genetic Algorithms and Monte Carlo
Methods |
Karel Crombecq and Tom Dhaene |
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| EVOLUTIONARY ALGORITHMS AND APPLICATIONS |
| MP-EDA: A Robust Estimation of Distribution
Algorithm with Multiple Probabilistic Models for Global
Continuous Optimization |
Jing-hui Zhong, Jun Zhang and Zhun Fan |
| A Bi-criterion Approach to Multimodal
Optimization: Self-Adaptive Approach |
Amit Saha and Kalyanmoy Deb |
| On the Flexible Applied Boundary and Support
Conditions of Compliant Mechanisms using
Customized Evolutionary Algorithm |
Deepak Sharma |
| Intensification Strategies for Extremal
Optimisation |
Marcus Randall and Andrew Lewis |
| Comparing two constraint handling techniques
in a binary-coded genetic algorithm for
optimization problems |
Helio J.C. Barbosa, Afonso C.C. Lemonge, Leonardo G. Fonseca, and
Heder S. Bernardino |
| Evolving stories: Tree Adjoining Grammar Guided
Genetic Programming for Complex Plot Generation |
Kun Wang, Vinh Q. Bui, and Hussein A. Abbass |
| Improving Differential Evolution by Alterning
Steps in EC |
Nikhil Padhye, Piyush Bhardawaj, and Kalyanmoy Deb |
| A Dynamic Island-Based Genetic Algorithms Framework |
Frederic Lardeux Adrien Goeffon |
| Solving the Optimal Coverage Problem in Wireless
Sensor Networks Using Evolutionary Computation
Algorithms |
Zhi-hui Zhan, Jun Zhang and Zhun Fan |
| A Comparative Study of Different Variants of Genetic
Algorithms for Constrained Optimization |
Saber M. Elsayed, Ruhul A. Sarker, and Daryl L. Essam |
| Evolutionary FCMAC-BYY Applied to Stream Data
Analysis |
D. Shi, M. Loomes and M. N. Nguyen |
| UNIFAC Group Interaction Prediction for Ionic
Liquid-Thiophene based Systems using Genetic
Algorithm |
Surya Pratap Singh, Ramalingam Anantharaj and Tamal Banerjee |
| HIER-HEIR: An Evolutionary System with
Hierarchical Representation & Operators
Applied to Fashion Design |
Abhinav Malhotra and Varun
Aggarwal |
| A Population Diversity-oriented Gene Expression
Programming for Function Finding |
Ruochen Liu, Qifeng Lei, Jing Liu, and Licheng Jiao |
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| LEARNING METHODOLOGIES |
| Evolutionary Optimization of Catalysts
Assisted by Neural-Network Learning |
Martin Holena, David Linke, and Uwe Rodemerck |
| Dominance-Based Pareto-Surrogate for Multi-Objective Optimization |
Ilya Loshchilov, Marc Schoenauer, and Michele Sebag |
| Learning Cellular Automata Rules
for Pattern Reconstruction Task |
Anna Piwonska and Franciszek Seredynski |
| Evolving Fuzzy Rules: Evaluation of a
New Approach |
Adam Ghandar, Zbigniew Michalewicz, and Frank Neumann |
| A Niched Genetic Programming Algorithm for
Classification Rules Discovery in Geographic Databases |
Marconi de Arruda Pereira, Clodoveu Augusto Davis Júnior and
João Antônio de Vasconcelos |
| Artificial Neural Network Modeling for Estimating the Depth of Penetration and Weld Bead Width from the Infra Red Thermal Image of the Weld Pool During
A-TIG Welding |
Chokkalingham, S., Chandrasekhar, N., and Vasudevan, M. |
| Swarm Reinforcement Learning Method
Based on an Actor-Critic Method |
Hitoshi Iima and Yasuaki Kuroe |
| XCS Revisited: A Novel Discovery Component
for the eXtended Classifier System |
Nugroho Fredivianus, Holger Prothmann, and Hartmut Schmeck |
| Supplanting Neural Networks with ODEs in
Evolutionary Robotics |
Paul Grouchy and Gabriele M.T. D’Eleuterio |
| Parallel Distributed Implementation of Genetics-based
Machine Learning for Fuzzy Classifier Design |
Yusuke Nojima, Shingo Mihara, and Hisao Ishibuchi |
| Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction |
Antonio Gaspar-Cunha, Fernandes Mendes, Joao Duarte, Armando Vieira,
Bernardete Ribeiro, Andre Ribeiro, and Joao Neves |
| Tile Pasting P System with Multiple-Edge Pasting |
T. Robinson, Atulya K. Nagar, and S. Jebasingh |
| Modeling and Automation of Diagnosis and
Treatment of Diabetes |
Abhirami Baskaran, Dhivya Karthikeyan, and Anusha T Swamy |
| The Evolution of Fuzzy Classifier for Data Mining with Applications |
Vaclav Snasel, Pavel Kromer, Jan Platos, and Ajith Abraham |
| PID Step Response Using Genetic Programming |
Marcus Henrique Soares Mendes, Gustavo Luís Soares, and João Antônio de Vasconcelos |
| Divide and Evolve driven by Human Strategies |
Markus Borschbach, Christian Grelle, and Sascha Hauke |
| A Genetic Algorithm for Assigning Individuals to
Populations using Multi-locus Genotyping |
Avnish K. Bhatia , Monika Sodhi, Dinesh K. Yadav, and B. Prakash |
| Extended Q-learning Algorithm for Path-Planning of a
Mobile Robot |
Indrani Goswami (Chakraborty), Pradipta Kumar Das, Amit Konar, and R. Janarthanan |
| An XML Format for Sharing Evolutionary Algorithm
Output and Analysis |
Dharani Punithan, Jerome Marhic, Kangil Kim, Jakramate Bootkrajang,
RI (Bob) McKay, and Naoki Mori |
| Car Setup Optimisation |
Moises Martinez, Gustavo Recio, Pablo Garcia, Emilio Martin, and Yago Saez |
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| MULTIOBJECTIVE EVOLUTION ALGORITHMS AND APPLICATIONS |
| Robustness of Multi-objective Optimal Solutions to
Physical Deterioration through Active Control |
Gideon Avigad and Erella Eisenstadt |
| Non-Dimensional Multi-Objective
Performance Optimization of
Single Stage Thermoelectric Cooler |
Nain P.K.S., Sharma S., and Giri J.M. |
| Multi-objective Optimization of Particle
Reinforced Silicone Rubber Mould Material for
Soft Tooling Process |
Arup Kumar Nandi and Shubhabrata Datta |
| Comparative Application of Multi-Objective
Evolutionary Algorithms to the Voltage and Reactive
Power Optimization Problem in Power Systems |
S. B. Dharam Veer, P. S. Anauth and Robert T. F. Ah King |
| Bayesian Reliability Analysis under Incomplete
Information using Evolutionary Algorithms |
Rupesh Kumar Srivastava and Kalyanmoy Deb |
| Optimisation of Double Wishbone Suspension
System using Multi-Objective Genetic Algorithm |
Aditya Arikere, Gurunathan Saravana Kumar, and Sandipan Bandyopadhyay |
| Self-Controlling Dominance Area of Solutions in Evolutionary Many-objective Optimization |
Hiroyuki Sato, Hernan E. Aguirre, and Kiyoshi Tanaka |
| Optimum Design of Balanced SAW Filters
Using Multi-Objective Differential Evolution |
Kiyoharu Tagawa, Yukinori Sasaki, and Hiroyuki Nakamura |
| Optimizing the Risk of Occupational Health Hazard in
a Multiobjective Decision Environment using NSGA-II |
Yogesh K Anand, Sanjay Srivastava, and Kamal Srivastava |
| Tuning Process Parameters of Electrochemical
Machining using a Multi-Objective Genetic
Algorithm: A Preliminary Study |
Dilip Datta and Akan Kumar Das |
| The Optimization versus Survival Problem and its
solution by an Evolutionary Multi Objective Algorithm |
Gideon Avigad, Erella Eisenstadt, and Miri Weiss |
| Synthesis of Difference Patterns for Monopulse Antenna Arrays – an Evolutionary Multi-objective Optimization Approach |
Siddharth Pal, Aniruddha Basak, Swagatam Das and P. N. Suganthan |
| Performance of Lognormal Probability Distribution in
Crossover Operator of NSGA-II Algorithm |
K.V.R.B. Prasad and Pravin M. Singru |
| Metamodels for Fast Multi-Objective
Optimization: Trading Off Global Exploration
and Local Exploitation |
Enrico Rigoni and Alessandro Turco |
| Integrated Location-Inventory Retail Supply Chain
Design: A Multi-Objective Evolutionary Approach |
Shu-Hsien Liao and Chia-Lin Hsieh |
| Multi-objective Job Shop Scheduling Based on
Multiagent Evolutionary Algorithm |
Xinrui Duan, Jing Liu, Li Zhang, and Licheng Jiao |
| A Preference Oriented Two-layered Multiagent
Evolutionary Algorithm for Multi-objective Job Shop
Problems |
Xinrui Duan, Jing Liu, Ruochen Liu, and Licheng Jiao |
| Using an Adaptation of a Binary Search Tree to
Improve the NSGA-II Nondominated Sorting Procedure |
João Batista Mendes and João Antônio de Vasconcelos |
| A hybrid method for multi-objective shape optimization |
Sashi Kumar G.N., Mahendra A.K., Sanyal A., and Gouthaman G. |
| Evolutionary Multi-objective Bacterial Swarm
Optimization (MOBSO): A Hybrid Approach |
Indranil Banerjee and Prasun Das |
| Multi-objective Optimisation of Web Business Processes |
Ashutosh Tiwari, Christopher Turner, Peter Ball and Kostas Vergidis |
| Multi Objective Optimization of Planetary Gear Train |
Vipin K. Tripathi and Hiten M. Chauhan |
| Multi-objective Control Systems Design
with Criteria Reduction |
Piotr Woźniak |
| Probabilistic based Evolutionary Optimizers in Bi-
objective Travelling Salesman Problem |
Vui Ann Shim, Kay Chen Tan and Jun Yong Chia |
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| HYBRID ALGORITHMS |
| Automatic shape independent Shell Clustering using an Ant Based Approach |
Siddharth Pal, Aniruddha Basak, and Swagatam Das |
| Hybrid Search for Faster Production and Safer
Process Conditions in Friction Stir Welding |
Cem Celal Tutum, Kalyanmoy Deb, and Jesper Hattel |
| Hybrid Optimization Scheme for Radial Basis
Function Neural Network |
Vidyut Dey, Dilip Kumar Pratihar, and Gauranga Lal Datta |
| Modified Levenberg Marquardt Algorithm for
Inverse Problems |
Muthu Naveen, Shankar Jayaraman,
Vinay Ramanath, and Shamik Chaudhuri |
| Constrained Engineering Design Optimization
using a Hybrid Bi-Objective
Evolutionary-Classical Methodology |
Rituparna Datta |
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| INDUSTRIAL APPLICATIONS |
| A Many-Objective Optimisation Decision-Making
Process applied to Automotive Diesel Engine Calibration |
Robert J Lygoe, Mark Cary, and Peter J Fleming |
| A Modular Decision-Tree Architecture for
Better Problem Understanding |
Vineet R. Khare and Halasya Siva Subramania |
| Virtual Manufacturing Cell Design Using a PSO
Approach with Alternative Neighbourhood Topologies |
R. Caprihan, J. Slomp, Gursaran, and K. Agarwal |
| Energy Saving System for Office Lighting
by Using PSO and ZigBee Network |
Wa Si, Harutoshi Ogai, Tansheng Li, Masatoshi Ogawa,
Katsumi Hirai, and Hidehiro Takahashi |
| EcoSupply: A Machine Learning Framework for
Analyzing the Impact of Ecosystem on Global
Supply Chain Dynamics |
Vikas K. Garg and N. Viswanadham |
| A Data-Mining Method for Detection of
Complex Nonlinear Relations Applied to a Model of
Apoptosis in Cell Populations |
Henrik Saxén and Frank Pettersson |
| An Implementation of Pareto Set Pursuing Technique
for Concept Vehicle Design |
Dhanesh Padmanabhan and Rajkumar Vaidyanathan |
| EPIC: Efficient Integration of Partitional
Clustering Algorithms for Classification |
Vikas K. Garg and M. N. Murty |
| Toward Optimal Disk Layout of Genome Scale
Suffix Trees |
Vikas K. Garg |
