Julian Blank

According to our database, Julian Blank authored at least 24 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results.

Julian Blank, Kalyanmoy Deb

Memetic Comput., 2022

Optimal Design of Electric Machine with Efficient Handling of Constraints and Surrogate Assistance.

Bhuvan Khoshoo, Julian Blank, Thang Q. Pham, Kalyanmoy Deb, Shanelle N. Foster

CoRR, 2022

pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python.

Julian Blank, Kalyanmoy Deb

CoRR, 2022

GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization.

Julian Blank, Kalyanmoy Deb

CoRR, 2022

Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed.

Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation.

Julian Blank, Kalyanmoy Deb

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization.

Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada

IEEE Trans. Evol. Comput., 2021

A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem.

Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb

J. Heuristics, 2021

A Model-Driven Approach for Solving the Software Component Allocation Problem.

Issam Al-Azzoni, Julian Blank, Nenad Petrovic

Algorithms, 2021

Optimized Electric Machine Design Solutions with Efficient Handling of Constraints.

Bhuvan Khoshoo, Julian Blank, Thang Pham, Kalyanmoy Deb, Shanelle Foster

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration.

Kalyanmoy Deb, Julian Blank

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

PSAF: a probabilistic surrogate-assisted framework for single-objective optimization.

Julian Blank, Kalyanmoy Deb

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints.

Julian Blank, Kalyanmoy Deb

Proceedings of the Evolutionary Multi-Criterion Optimization, 2021

Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective Optimization.

Shreya Sharma, Julian Blank, Kalyanmoy Deb, Bijaya Ketan Panigrahi

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Pymoo: Multi-Objective Optimization in Python.

Julian Blank, Kalyanmoy Deb

IEEE Access, 2020

Dynamic vessel-to-vessel routing using level-wise evolutionary optimization.

Yash Vesikar, Julian Blank, Kalyanmoy Deb, Markku Kallio, Alaleh Maskooki

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Towards sustainable forest management strategies with MOEAs.

Philipp Back, Antti Suominen, Pekka Malo, Olli Tahvonen, Julian Blank, Kalyanmoy Deb

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms.

Julian Blank, Kalyanmoy Deb

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Trust-Region Based Multi-objective Optimization for Low Budget Scenarios.

Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

Investigating the Normalization Procedure of NSGA-III.

Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018

Reference Point Based NSGA-III for Preferred Solutions.

Yash Vesikar, Kalyanmoy Deb, Julian Blank

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Visualization of the boundary solutions of high dimensional pareto front from a decision maker's perspective.

A. K. M. Khaled Ahsan Talukder, Kalyanmoy Deb, Julian Blank

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Trust-region based algorithms with low-budget for multi-objective optimization.

Proteek Chandan Roy, Julian Blank, Rayan Hussein, Kalyanmoy Deb

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

Solving the Bi-objective Traveling Thief Problem with Multi-objective Evolutionary Algorithms.

Julian Blank, Kalyanmoy Deb, Sanaz Mostaghim

Proceedings of the Evolutionary Multi-Criterion Optimization, 2017