Christian Blum, PhD

Senior Research Scientist

Artificial Intelligence Research Institute (IIIA)

Spanish National Research Council (CSIC)

Christian Blum

Recent Recognitions & Achievements

Recognized among the top 2% most cited scientists globally

SEIO-BBVA 2021 Award

Best Methodological Contribution in Operations Research

Stanford Ranking 520

Out of 253,359 researchers in AI & Image Processing

Scientific Parameters

Citations: 21,563 (Google Scholar)

H-index: 47 (Google Scholar)

Latest News

Recent developments and achievements

STNWeb
September 2025

Launch of STNWeb in 3D

We launched our new web application STNWeb (3D) for the 3D visual comparison of multiple runs of multiple optimization algorithms (metaheuristics). The web application comes with a tutorial on how to use it. Feel free to check it out!

Note: The 2D version of STNWeb is still available at here

EVRPGen
July 2025

Launch of EVRPGen

We launched a new web application called EVRPGen for generating realistic problem instances for several electric vehicle routing problems (EVRPs). Feel free to check it out!

July 2025

Keynote Talk

I gave a keynote talk on On the Use of LLMs in Optimization at The 9th Euro-China Conference on Intelligent Data Analysis and Applications (ECC 2025) which took place in Ostrava, Czech Republic.

February 2025

Keynote Talk

I gave a keynote talk on Understanding the Behavior of Metaheuristics Through Search Trajectory Visualization at 13th International Conference on Soft Computing for Problem Solving (SocProS 2025) which took place at IIT Roorkee, India.

Popular Survey Papers

Key publications in metaheuristics and optimization

Metaheuristics

Metaheuristics

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Hybrid Metaheuristics

Hybrid Metaheuristics

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Swarm Intelligence

Swarm Intelligence

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Ant Colony Optimization

Ant Colony Optimization

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Bibliometric Review on ACO

Bibliometric Review on ACO

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Authored Books

Useful resources on metaheuristics and optimization

CMSA Book

Springer Publication

Hybrid Metaheuristics Book

Springer Publication

ISTE Book

Wiley Publication

Current Editorial Activities

Serving as area editor, associate editor, or editorial board member

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PhD Students

Information for prospective PhD students

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Resources

Download problem instances and algorithms

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