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Kalyanmoy Deb

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BEACON Center, Michigan State University

GNBG: A Generalized and Configurable Benchmark Generator for Continuous Numerical Optimization

Dec 12, 2023
Danial Yazdani, Mohammad Nabi Omidvar, Delaram Yazdani, Kalyanmoy Deb, Amir H. Gandomi

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GNBG-Generated Test Suite for Box-Constrained Numerical Global Optimization

Dec 12, 2023
Amir H. Gandomi, Danial Yazdani, Mohammad Nabi Omidvar, Kalyanmoy Deb

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Discovering Adaptable Symbolic Algorithms from Scratch

Jul 31, 2023
Stephen Kelly, Daniel S. Park, Xingyou Song, Mitchell McIntire, Pranav Nashikkar, Ritam Guha, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti, Jie Tan, Esteban Real

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Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective

Dec 21, 2022
Shihua Huang, Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

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A Survey on Evaluation Metrics for Synthetic Material Micro-Structure Images from Generative Models

Nov 03, 2022
Devesh Shah, Anirudh Suresh, Alemayehu Admasu, Devesh Upadhyay, Kalyanmoy Deb

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An Interactive Knowledge-based Multi-objective Evolutionary Algorithm Framework for Practical Optimization Problems

Sep 18, 2022
Abhiroop Ghosh, Kalyanmoy Deb, Erik Goodman, Ronald Averill

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Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment

Aug 08, 2022
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan, Kalyanmoy Deb

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Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance

Jun 03, 2022
Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, Kalyanmoy Deb, Shanelle N. Foster

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Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization

May 15, 2022
Amir H Gandomi, Kalyanmoy Deb, Ronald C Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar

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pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python

Apr 12, 2022
Julian Blank, Kalyanmoy Deb

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