Julian Blank

29 papers A 2B 4C 4Journal 12Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Effects of many conflicting objectives on decision-makers' cognitive burden and decision consistency.
Eur. J. Oper. Res.
J. Matias Kivikangas, Eeva Vilkkumaa, Julian Blank, Ville J. Harjunen, Pekka Malo, Kalyanmoy Deb, Niklas Ravaja, Jyrki Wallenius
2024 — conf
Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints.
GECCO Companion
Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
2024 J jnl
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints.
Swarm Evol. Comput.
Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
2022 J jnl
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization.
CoRR
Julian Blank, Kalyanmoy Deb
2022 J jnl
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results.
Memetic Comput.
Julian Blank, Kalyanmoy Deb
2022 B conf
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed.
CEC
Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker
2022 J jnl
Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance.
CoRR
Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, Kalyanmoy Deb, Shanelle N. Foster
2022 B conf
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation.
CEC
Julian Blank, Kalyanmoy Deb
2022 J jnl
pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python.
CoRR
Julian Blank, Kalyanmoy Deb
2021 J jnl
A Model-Driven Approach for Solving the Software Component Allocation Problem.
Algorithms
Issam Al-Azzoni, Julian Blank, Nenad Petrovic
2021 J jnl
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem.
J. Heuristics
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
2021 C conf
Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints.
EMO
Julian Blank, Kalyanmoy Deb
2021 B conf
Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective Optimization.
CEC
Shreya Sharma, Julian Blank, Kalyanmoy Deb, Bijaya Ketan Panigrahi
2021 — conf
Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration.
GECCO Companion
Kalyanmoy Deb, Julian Blank
2021 J jnl
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada
2021 — conf
Optimized Electric Machine Design Solutions with Efficient Handling of Constraints.
SSCI
Bhuvan Khoshoo, Julian Blank, Thang Pham, Kalyanmoy Deb, Shanelle Foster
2021 A conf
PSAF: a probabilistic surrogate-assisted framework for single-objective optimization.
GECCO
Julian Blank, Kalyanmoy Deb
2020 J jnl
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem.
CoRR
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
2020 B conf
A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms.
CEC
Julian Blank, Kalyanmoy Deb
2020 — conf
Dynamic vessel-to-vessel routing using level-wise evolutionary optimization.
GECCO Companion
Yash Vesikar, Julian Blank, Kalyanmoy Deb, Markku Kallio, Alaleh Maskooki
2020 J jnl
Pymoo: Multi-Objective Optimization in Python.
IEEE Access
Julian Blank, Kalyanmoy Deb
2020 A conf
Towards sustainable forest management strategies with MOEAs.
GECCO
Philipp Back, Antti Suominen, Pekka Malo, Olli Tahvonen, Julian Blank, Kalyanmoy Deb
2020 J jnl
pymoo: Multi-objective Optimization in Python.
CoRR
Julian Blank, Kalyanmoy Deb
2019 C conf
Investigating the Normalization Procedure of NSGA-III.
EMO
Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy
2019 C conf
Trust-Region Based Multi-objective Optimization for Low Budget Scenarios.
EMO
Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb
2018 — conf
Reference Point Based NSGA-III for Preferred Solutions.
SSCI
Yash Vesikar, Kalyanmoy Deb, Julian Blank
2018 — conf
Trust-region based algorithms with low-budget for multi-objective optimization.
GECCO (Companion)
Proteek Chandan Roy, Julian Blank, Rayan Hussein, Kalyanmoy Deb
2018 — conf
Visualization of the boundary solutions of high dimensional pareto front from a decision maker's perspective.
GECCO (Companion)
A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Julian Blank
2017 C conf
Solving the Bi-objective Traveling Thief Problem with Multi-objective Evolutionary Algorithms.
EMO
Julian Blank, Kalyanmoy Deb, Sanaz Mostaghim