Cem Celal Tutum

22 papers A 4B 6C 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2021 C conf
Generalization of Agent Behavior through Explicit Representation of Context.
CoG
Cem Celal Tutum, Suhaib Abdulquddos, Risto Miikkulainen
2020 C conf
Adapting to Unseen Environments through Explicit Representation of Context.
ALIFE
Cem Celal Tutum, Risto Miikkulainen
2020 J jnl
Adapting to Unseen Environments through Explicit Representation of Context.
CoRR
Cem Celal Tutum, Risto Miikkulainen
2020 J jnl
Generalization of Agent Behavior through Explicit Representation of Context.
CoRR
Cem Celal Tutum, Suhaib Abdulquddos, Risto Miikkulainen
2019 J jnl
Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search.
CoRR
Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
2019 A conf
Functional generative design of mechanisms with recurrent neural networks and novelty search.
GECCO
Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen
2018 J jnl
Functional Generative Design: An Evolutionary Approach to 3D-Printing.
CoRR
Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen
2018 A conf
Functional generative design: an evolutionary approach to 3D-printing.
GECCO
Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen
2017 A conf
Evolutionary decomposition for 3D printing.
GECCO
Eric A. Yu, Jin Yeom, Cem Celal Tutum, Etienne Vouga, Risto Miikkulainen
2016 B conf
Surrogate-based evolutionary optimization for friction stir welding.
CEC
Cem Celal Tutum, Shaayaan Sayed, Risto Miikkulainen
2015 — conf
A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results.
EMO (1)
Cem Celal Tutum, Kalyanmoy Deb
2015 B conf
An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation.
CEC
Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, A. Pouyan Nejadhashemi, Berna Kiraz
2014 J jnl
An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering.
Appl. Soft Comput.
Kalyanmoy Deb, Sunith Bandaru, David Greiner, António Gaspar-Cunha, Cem Celal Tutum
2012 — conf
Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution.
PPSN (2)
Kalyanmoy Deb, Sunith Bandaru, Cem Celal Tutum
2011 — conf
Automatic synthesis of MEMS devices using self-adaptive hybrid metaheuristics.
GECCO (Companion)
Cem Celal Tutum, Zhun Fan
2011 B conf
Higher-level innovization: A case study from Friction Stir Welding process optimization.
IEEE Congress on Evolutionary Computation
Sunith Bandaru, Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel
2011 B conf
Multi-criteria layout synthesis of MEMS devices using memetic computing.
IEEE Congress on Evolutionary Computation
Cem Celal Tutum, Zhun Fan
2011 B conf
Optimization of casting process parameters for homogeneous aggregate distribution in self-compacting concrete: A feasibility study.
IEEE Congress on Evolutionary Computation
Jon Spangenberg, Cem Celal Tutum, Jesper Henri Hattel, Nicolas Roussel, Mette Rica Geiker
2011 — ch.
State-of-the-Art Multi-Objective Optimisation of Manufacturing Processes Based on Thermo-Mechanical Simulations.
Multi-objective Evolutionary Optimisation for Product Design and Manufacturing
Cem Celal Tutum, Jesper Henri Hattel
2010 B conf
A multi-objective optimization application in Friction Stir Welding: Considering thermo-mechanical aspects.
IEEE Congress on Evolutionary Computation
Cem Celal Tutum, Jesper Henri Hattel
2010 — conf
Hybrid Search for Faster Production and Safer Process Conditions in Friction Stir Welding.
SEAL
Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel
2010 A conf
Multi-objective optimization of process parameters in friction stir welding.
GECCO
Cem Celal Tutum, Jesper Henri Hattel