Julian Blank

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Evolutionary Algorithm

Multi Objective Optimization Problems

Multi Objective Genetic Algorithm

Optimization Problems

Top Venues

GECCO Companion

Publications

Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints. Swarm Evol. Comput. 86 (2024)
Roy de Winter, Bas Milatz, Julian Blank, Niki van Stein, Thomas Bäck, Kalyanmoy Deb
Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints. GECCO Companion (2024)
Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, Amir Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis Linker
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. CEC (2022)
Julian Blank, Kalyanmoy Deb
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. CEC (2022)
Julian Blank, Kalyanmoy Deb
pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python. CoRR (2022)
Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, Kalyanmoy Deb, Shanelle N. Foster
Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance. CoRR (2022)
Julian Blank, Kalyanmoy Deb
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results. Memetic Comput. 14 (2) (2022)
Julian Blank, Kalyanmoy Deb
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization. CoRR (2022)
Julian Blank, Kalyanmoy Deb
PSAF: a probabilistic surrogate-assisted framework for single-objective optimization. GECCO (2021)
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem. J. Heuristics 27 (3) (2021)
Kalyanmoy Deb, Julian Blank
Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration. GECCO Companion (2021)
Bhuvan Khoshoo, Julian Blank, Thang Pham, Kalyanmoy Deb, Shanelle Foster
Optimized Electric Machine Design Solutions with Efficient Handling of Constraints. SSCI (2021)
Issam Al-Azzoni, Julian Blank, Nenad N. Petrovic
A Model-Driven Approach for Solving the Software Component Allocation Problem. Algorithms 14 (12) (2021)
Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (1) (2021)
Julian Blank, Kalyanmoy Deb
Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints. EMO (2021)
Shreya Sharma, Julian Blank, Kalyanmoy Deb, Bijaya Ketan Panigrahi
Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective Optimization. CEC (2021)
Julian Blank, Kalyanmoy Deb
Pymoo: Multi-Objective Optimization in Python. IEEE Access 8 (2020)
Julian Blank, Kalyanmoy Deb
pymoo: Multi-objective Optimization in Python. CoRR (2020)
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem. CoRR (2020)
Julian Blank, Kalyanmoy Deb
A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms. CEC (2020)
Philipp Back, Antti Suominen, Pekka Malo, Olli Tahvonen, Julian Blank, Kalyanmoy Deb
Towards sustainable forest management strategies with MOEAs. GECCO (2020)
Yash Vesikar, Julian Blank, Kalyanmoy Deb, Markku Kallio, Alaleh Maskooki
Dynamic vessel-to-vessel routing using level-wise evolutionary optimization. GECCO Companion (2020)
Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy
Investigating the Normalization Procedure of NSGA-III. EMO (2019)
Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb
Trust-Region Based Multi-objective Optimization for Low Budget Scenarios. EMO (2019)
Proteek Chandan Roy, Julian Blank, Rayan Hussein, Kalyanmoy Deb
Trust-region based algorithms with low-budget for multi-objective optimization. GECCO (Companion) (2018)
A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Julian Blank
Visualization of the boundary solutions of high dimensional pareto front from a decision maker's perspective. GECCO (Companion) (2018)
Yash Vesikar, Kalyanmoy Deb, Julian Blank
Reference Point Based NSGA-III for Preferred Solutions. SSCI (2018)
Julian Blank, Kalyanmoy Deb, Sanaz Mostaghim
Solving the Bi-objective Traveling Thief Problem with Multi-objective Evolutionary Algorithms. EMO (2017)