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Journal Articles
- 2024
[j6]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: 101508 (2024)- 2022
- [j5]Julian Blank, Kalyanmoy Deb:
Handling constrained multi-objective optimization problems with heterogeneous evaluation times: proof-of-principle results. Memetic Comput. 14(2): 135-150 (2022) - 2021
- [j4]Issam Al-Azzoni, Julian Blank, Nenad Petrovic:
A Model-Driven Approach for Solving the Software Component Allocation Problem. Algorithms 14(12): 354 (2021) - [j3]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): 267-301 (2021) - [j2]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): 48-60 (2021) - 2020
- [j1]Julian Blank, Kalyanmoy Deb:
Pymoo: Multi-Objective Optimization in Python. IEEE Access 8: 89497-89509 (2020)
Conference and Workshop Papers
- 2024
- [c17]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: 31-32 - 2022
- [c16]Julian Blank, Kalyanmoy Deb:
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. CEC 2022: 1-8 - [c15]Gregorio Toscano, Juan Sebastian Hernandez-Suarez, Julian Blank, A. Pouyan Nejadhashemi, Kalyanmoy Deb, Lewis C. Linker:
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. CEC 2022: 1-9 - 2021
- [c14]Shreya Sharma, Julian Blank, Kalyanmoy Deb, Bijaya Ketan Panigrahi:
Ensembled Crossover based Evolutionary Algorithm for Single and Multi-objective Optimization. CEC 2021: 1439-1446 - [c13]Julian Blank, Kalyanmoy Deb:
Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints. EMO 2021: 257-269 - [c12]Julian Blank, Kalyanmoy Deb:
PSAF: a probabilistic surrogate-assisted framework for single-objective optimization. GECCO 2021: 652-659 - [c11]Kalyanmoy Deb, Julian Blank:
Evolutionary multi- and many-objective optimization: methodologies, applications and demonstration. GECCO Companion 2021: 740-769 - [c10]Bhuvan Khoshoo, Julian Blank, Thang Pham, Kalyanmoy Deb, Shanelle Foster:
Optimized Electric Machine Design Solutions with Efficient Handling of Constraints. SSCI 2021: 1-8 - 2020
- [c9]Julian Blank, Kalyanmoy Deb:
A Running Performance Metric and Termination Criterion for Evaluating Evolutionary Multi- and Many-objective Optimization Algorithms. CEC 2020: 1-8 - [c8]Yash Vesikar, Julian Blank, Kalyanmoy Deb, Markku Kallio, Alaleh Maskooki:
Dynamic vessel-to-vessel routing using level-wise evolutionary optimization. GECCO Companion 2020: 295-296 - [c7]Philipp Back, Antti Suominen, Pekka Malo, Olli Tahvonen, Julian Blank, Kalyanmoy Deb:
Towards sustainable forest management strategies with MOEAs. GECCO 2020: 1046-1054 - 2019
- [c6]Julian Blank, Kalyanmoy Deb, Proteek Chandan Roy:
Investigating the Normalization Procedure of NSGA-III. EMO 2019: 229-240 - [c5]Proteek Chandan Roy, Rayan Hussein, Julian Blank, Kalyanmoy Deb:
Trust-Region Based Multi-objective Optimization for Low Budget Scenarios. EMO 2019: 373-385 - 2018
- [c4]Proteek Chandan Roy, Julian Blank, Rayan Hussein, Kalyanmoy Deb:
Trust-region based algorithms with low-budget for multi-objective optimization. GECCO (Companion) 2018: 195-196 - [c3]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: 201-202 - [c2]Yash Vesikar, Kalyanmoy Deb, Julian Blank:
Reference Point Based NSGA-III for Preferred Solutions. SSCI 2018: 1587-1594 - 2017
- [c1]Julian Blank, Kalyanmoy Deb, Sanaz Mostaghim:
Solving the Bi-objective Traveling Thief Problem with Multi-objective Evolutionary Algorithms. EMO 2017: 46-60
Informal and Other Publications
- 2022
- [i5]Julian Blank, Kalyanmoy Deb:
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization. CoRR abs/2204.04054 (2022) - [i4]Julian Blank, Kalyanmoy Deb:
pysamoo: Surrogate-Assisted Multi-Objective Optimization in Python. CoRR abs/2204.05855 (2022) - [i3]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 abs/2206.01695 (2022) - 2020
- [i2]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 abs/2002.04303 (2020) - [i1]Julian Blank, Kalyanmoy Deb:
pymoo: Multi-objective Optimization in Python. CoRR abs/2002.04504 (2020)
Coauthor Index
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