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Carlos Coello Coello

Professor

Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional

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Research Interests

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Professors in Artificial Intelligence

Articles (20)

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2026

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2025

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2025

Collaborators (6)

Hugo Terashima-Marin

Professor

Tecnológico de Monterrey

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Yaochu Jin

Alexander von Humboldt Professor for AI

Bielefeld University

GERMANY

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Ka Chun Wong

City University of Hong Kong

HONG KONG

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Jun Wang

Chair Professor

City University of Hong Kong

HONG KONG

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Yiu-ming Cheung

Chair Professor in Artificial Intelligence

Hong Kong Baptist University

HONG KONG

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Qiuzhen Lin

Professor

Shenzhen University

CHINA

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Carlos Coello Coello

Research Interests

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Articles (20)

A Constrained Learning-Based Competitive Swarm Optimizer for Large-Scale Multiobjective Optimization

An Evolutionary Reinforcement Learning Framework for Macro Placement Optimization

Experience Evolution-Guided Multi-Objective Reinforcement Learning

Large Language Model-Driven Neural–Heuristic Optimization for Large-Scale Routing Problems

Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multiobjective Optimization

A Molecular Language Model Driven Genetic Algorithm for Multi-Objective Molecular Generation

CIS Publication Spotlight [Publication Spotlight]

Reference Point Set Specification for IGD and IGD+ Using Learned Distance Schemes in Riesz S-Energy-Based Iterative Replacement Subset Selection

Constraint-Handling Techniques used with Evolutionary Algorithms

Efficient Hybrid Evolutionary–Numerical Algorithms for Contrast Enhancement Under Distortion Constraints in Medical Imaging

Nearest-Better Network for Visualizing and Analyzing Combinatorial Optimization Problems: A Potential Unified Tool

Light-EvoOPT: A Lightweight Evolutionary Optimization Framework for Ultralarge-Scale Mixed Integer Linear Programs

A Dynamic Penalty Approach in MOEA/D for Constraint Handling in Multi-objective Problems

HEQP: A Hypergraph Neural Network-Based Evolutionary Method for Large-Scale QCQPs

Parallel Genetic Algorithm with Mutual Information and Parent Set Structure for Bayesian Network Structure Learning

SDNAS: Neural Architecture Search for Self-Supervised Single-Image Denoising Using Genetic Algorithm with Modular Encoding

Unsupervised Fault Event Detection in Historical Industrial Telemetry With Temporal Event Structuring

Automatic Design of Specialized Variation Operators for the Multi-Objective Quadratic Assignment Problem

Nearest-Better Network for Fitness Landscape Analysis of Continuous Optimization Problems

Superpixel Segmentation-Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images

Collaborators (6)

Hugo Terashima-Marin

Yaochu Jin

Ka Chun Wong

Jun Wang

Yiu-ming Cheung

Qiuzhen Lin

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