Research Explorer

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Researcher

Arash Heidari

Publications & Research Data

Awards & Distinctions

14 Results

2025

Data-efficient interactive multi-objective optimization using ParEGO

Arash HeidariSebastian Rojas GonzalezTom DhaeneIvo Couckuyt

Knee detection in bayesian multi-objective optimization using thompson sampling

Arash HeidariJixiang QingSebastian Rojas GonzalezJuergen BrankeTom DhaeneIvo Couckuyt

A1 Journal Article in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Knee detection in Bayesian multiobjective optimization using Thompson sampling

Arash HeidariJixiang QingSebastian Rojas GonzalezJuergen BrankeTom DhaeneIvo Couckuyt

A1 Journal Article in IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization

Arash HeidariSebastian Rojas GonzalezIvo Couckuyt

Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization

Arash HeidariIvo CouckuytSebastian Rojas Gonzalez

Towards trustworthy surrogate models for augmenting certification : fuel tank flammability reduction system

Arash HeidariLorin Werthen-BrabantsSebastian Rojas GonzalezIvo CouckuytOnur Can GülençPieter Van GilsIvana Jojic

Editorial material

2024

Data-driven surrogate modeling for the flammability reduction system

Arash HeidariLorin Werthen-BrabantsTom DhaeneIvo CouckuytC. OnurP. Van GilsI. Jojic

Lower confidence bound for preference selection in interactive multi-objective optimization

Arash HeidariSebastian Rojas GonzalezTom DhaeneIvo Couckuyt

Optimized data transmission for radar-based edge-cloud human activity recognition via quantization

Victor TuytteArash HeidariLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

Optimizing memory footprint for radar-based human activity recognition on resource-constrained devices

Arash HeidariLorin Werthen-BrabantsTom DhaeneIvo Couckuyt

Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations

Juan Fernando Farfán DuránArash HeidariTom DhaeneIvo CouckuytLuis Cea

A1 Journal Article in WATER

Towards trustworthy neural networks for certification by analysis : fuel tank flammability reduction system

P. Van GilsC. OnurI. JojicArash HeidariSebastian Rojas GonzalezLorin Werthen-BrabantsIvo Couckuyt

2022

Finding knees in Bayesian multi-objective optimization

Arash HeidariJixiang QingSebastian Rojas GonzalezJürgen BrankeTom DhaeneIvo Couckuyt

Multi-objective optimization : which solution do you prefer?

Arash HeidariTom DhaeneIvo Couckuyt