Cem Celal Tutum

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 10

Top Topics

Recurrent Neural Networks

Evolutionary Optimization

Design Principles

Top Venues

Publications

Cem Celal Tutum, Suhaib Abdulquddos, Risto Miikkulainen
Generalization of Agent Behavior through Explicit Representation of Context. CoG (2021)
Cem Celal Tutum, Suhaib Abdulquddos, Risto Miikkulainen
Generalization of Agent Behavior through Explicit Representation of Context. CoRR (2020)
Cem Celal Tutum, Risto Miikkulainen
Adapting to Unseen Environments through Explicit Representation of Context. ALIFE (2020)
Cem Celal Tutum, Risto Miikkulainen
Adapting to Unseen Environments through Explicit Representation of Context. CoRR (2020)
Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search. CoRR (2019)
Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
Functional generative design of mechanisms with recurrent neural networks and novelty search. GECCO (2019)
Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen
Functional Generative Design: An Evolutionary Approach to 3D-Printing. CoRR (2018)
Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen
Functional generative design: an evolutionary approach to 3D-printing. GECCO (2018)
Eric A. Yu, Jin Yeom, Cem Celal Tutum, Etienne Vouga, Risto Miikkulainen
Evolutionary decomposition for 3D printing. GECCO (2017)
Cem Celal Tutum, Shaayaan Sayed, Risto Miikkulainen
Surrogate-based evolutionary optimization for friction stir welding. CEC (2016)
Cem Celal Tutum, Kalyanmoy Deb
A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results. EMO (1) (2015)
Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, Amir Pouyan Nejadhashemi, Berna Kiraz
An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. CEC (2015)
Kalyanmoy Deb, Sunith Bandaru, David Greiner, António Gaspar-Cunha, Cem Celal Tutum
An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering. Appl. Soft Comput. 15 (2014)
Kalyanmoy Deb, Sunith Bandaru, Cem Celal Tutum
Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution. PPSN (2) (2012)
Cem Celal Tutum, Zhun Fan
Multi-criteria layout synthesis of MEMS devices using memetic computing. IEEE Congress on Evolutionary Computation (2011)
Cem Celal Tutum, Zhun Fan
Automatic synthesis of MEMS devices using self-adaptive hybrid metaheuristics. GECCO (Companion) (2011)
Sunith Bandaru, Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel
Higher-level innovization: A case study from Friction Stir Welding process optimization. IEEE Congress on Evolutionary Computation (2011)
Jon Spangenberg, Cem Celal Tutum, Jesper Henri Hattel, Nicolas Roussel, Mette Rica Geiker
Optimization of casting process parameters for homogeneous aggregate distribution in self-compacting concrete: A feasibility study. IEEE Congress on Evolutionary Computation (2011)
Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel
Hybrid Search for Faster Production and Safer Process Conditions in Friction Stir Welding. SEAL (2010)
Cem Celal Tutum, Jesper Henri Hattel
Multi-objective optimization of process parameters in friction stir welding. GECCO (2010)
Cem Celal Tutum, Jesper Henri Hattel
A multi-objective optimization application in Friction Stir Welding: Considering thermo-mechanical aspects. IEEE Congress on Evolutionary Computation (2010)