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Deb, Kalyanmoy

  1. A Review on Bilevel Optimization: From Classical to Evolutionary\n Approaches and Applications
    2017/05/17 by Ankur Sinha, Sinha, Ankur, Pekka Malo +3 · 14 citations
    Business, Management and Accounting · Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #G.1.6 #Islamic Finance and Banking Studies #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Optimization and Mathematical Programming #Optimization and Variational Analysis #Smart Parking Systems Research
  2. NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
    2020/07/20 by Zhichao Lu, Lu, Zhichao, Kalyanmoy Deb +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
  3. Test Problem Construction for Single-Objective Bilevel Optimization
    2014/01/09 by Ankur Sinha, Sinha, Ankur, Pekka Malo +3 · 2 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Mathematical Software (cs.MS) #Optimization and Mathematical Programming #Optimization and Variational Analysis
  4. Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points
    2019/09/30 by Li, Ke, Liao, Minhui, Deb, Kalyanmoy +2 · 2 citations
    #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  5. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
    2022/08/08 by Lu, Zhichao, Cheng, Ran, Jin, Yaochu +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  6. Push and Pull Search for Solving Constrained Multi-objective Optimization Problems
    2017/09/15 by Fan, Zhun, Li, Wenji, Cai, Xinye +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  7. MUXConv: Information Multiplexing in Convolutional Neural Networks
    2020/03/31 by Lu, Zhichao, Deb, Kalyanmoy, Boddeti, Vishnu Naresh · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
  8. Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective
    2022/12/21 by Huang, Shihua, Lu, Zhichao, Deb, Kalyanmoy +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization
    2013/03/15 by Ankur Sinha, Sinha, Ankur, Pekka Malo +3 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #Optimization and Mathematical Programming #Optimization and Variational Analysis #Smart Parking Systems Research
  10. Bilevel Optimization based on Iterative Approximation of Multiple Mappings
    2017/02/11 by Sinha, Ankur, Lu, Zhichao, Deb, Kalyanmoy +1 · 1 citation
    #FOS: Mathematics #Optimization and Control (math.OC)
  11. A Generalized and Configurable Benchmark Generator for Continuous Unconstrained Numerical Optimization
    2023/12/12 by Amir H. Gandomi, Gandomi, Amir H., Mohammad Nabi Omidvar +4 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research #Process Optimization and Integration
  12. NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm
    2018/10/08 by Zhichao Lu, Lu, Zhichao, Ian Whalen +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Robotic Path Planning Algorithms