Aranha Claus de Castro
- Affiliation
- Faculty of Engineering, Information and Systems
- Official title
- Assistant Professor
- ORCID
- 0000-0003-1390-7536
- KAKEN ID
- 80629858
- URL
- =&$5$1+$FUQ&6O768.8%$O$&O-3
- Office
- Mathematical Modeling and Algorithms Laboratory, Evolutionary Algorithms Group
- Phone
- 029 853 6574
- Research fields
Soft computing Entertainment and game informatics Intelligent informatics Software Theory of informatics - Research keywords
Evolutionary Computation Artificial Life Optimization Simulation Procedural Generation - Research projects
Production of high value-added crops by labor-saving production technology 2019-09 -- (current) Japan Science and Technology Agency/OPERA 1,920,000Yen Heterogeneous Multi-Objective Evolutionary Algorithms for Improved CO2 Storage Monitoring 2019-07 -- 2019-10 Claus Aranha Japan Society for the Promotion of Science/Foreign Researcher Fellowship (Long-term) 150,000Yen Achieving Belief Models Deep Reinforcement Learning 2019-06 -- 2020-03 Claus Aranha University of Tsukuba/Intramural Young Fusion Research Project 400,000Yen Human-Computer Collaboration for the Generation of Soccer Strategies using Multi-Agent Simulations 2019-02 -- 2020-01 Claus Aranha University of Tsukuba and Foundation for Research Support of the State of Sao Paulo (FAPESP)/Collaborative Research and Mobility project SPRINT 1,000,000Yen Modeling of Negotiation Agent Protocol in Group Discussion 2018-12 -- 2019-02 Fujio Toriumi University of Tsukuba Center for Artificial Intelligence Research/Applied Collaborative Research in AI 500,000Yen Development of organ-specific classifier of greenhouse-grown tomato using thermal image and RGB image 2018-12 -- 2019-02 Fujiuchi Naomichi University of Tsukuba Center for Artificial Intelligence Research/Applied Collaborative Research in AI 980,000Yen Development of artificial intelligence base technology for automation of magnetic particle flaw detection test 2018-12 -- 2019-02 Kyosuke Yamamoto University of Tsukuba Center for Artificial Intelligence Research/Applied Collaborative Research in AI 500,000Yen Concrete Crack Detection and Identification based on Image Recognition with Machine Learning 2017-04 -- 2018-03 Claus Aranha University of Tsukuba/Intramural Young Fusion Research Project 500,000Yen - Career history
2010-10 -- 2012-01 Federal University of Rio de JaneiroPost Doc Researcher - Academic background
1998-03 -- 2002-02 State University of Campinas Institute of Computing Computer Sciences 2002-03 -- 2005-02 State University of Campinas Institute of Computing Computer Science 2005-10 -- 2007-09 The University of Tokyo Graduate School of Frontier Sciences Dept. of Frontier Informatics 2007-10 -- 2010-09 The University of Tokyo Graduate School of Frontier Sciences Department of Frontier Informatics - Degree
2010-10 Doctor in Sciences The University of Tokyo 2005-03 Master in Computer Sciences State University of Campinas 2007-10 Master in Sciences The University of Tokyo - Academic societies
2021-03 -- (current) Japanese Society for Artificial Life 2018-03 -- (current) Japanese Society for Evolutionary Computation 2012 -- (current) Association for Computing Machinery 2012 -- 2015 Institute of Electrical and Electronics Engineers (IEEE) - Honors & Awards
2020-03 Award for Educational Achievement from the Graduate School of Systems and Information Engineering 2019-10 ICPC Jakarta Regional Gold Medal 2019-07 HUMIES Competition Finalist 2018-03 Award for Educational Achievement from the Graduate School of Systems and Information Engineering 2017-12 Best Paper Award 2015-03 Award for Educational Achievement from the Graduate School of Systems and Information Engineering 2002 ACM International Collegiate Programming Contest, South American Regional Contest, First Place 2011-03 Dean's award of the Graduate School of Frontier Sciences, University of Tokyo - Articles
- Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics
Bogdanova Anna; Jair Pereora; Claus Aranha
Genetic and Evolutionary Computation Conference Companion (GECCO ’19 Companion), 2019-07 - Automatic Generation of Super Mario Levels via Graph Grammars
Hauck Eduardo; Aranha Claus de Castro
2020 IEEE Conference on Games (CoG)/pp.297-304, 2020-08 - On the Use of Predation to Shape Evolutionary Computation
Andrade Felipe S. P.; Aranha Claus de Castro; Torres Ric...
2020 IEEE Symposium Series on Computational Intelligence (SSCI)/pp.117-124, 2020-12 - Exploring Constraint Handling Techniques in Real-world Problems on MOEA/D with Limited Budget for Evaluations
Vaz Felipe; Lavinas Yuri; Aranha Claus de Castro; Ladeira...
Conference on Evolutionary Multi-Criterion Optimization (EMO), 2021-03 - Solving Portfolio Optimization Problems Using MOEA/D and Levy Flight
He Yifan; Aranha Claus de Castro
Advances in Data Science and Adaptive Analysis/12(3-4), 2020-08 - Parameter Evolution Self-Adaptive Strategy and Its Application for Cuckoo Search
He Yifan; Aranha Claus; Sakurai Tetsuya
BIOMA 2020: International Conference on Bioinspired Methods and Their Applications/pp.56-68, 2020-11 - AI Wolf Contest : After the International Contest and the Natural Language Contest
鳥海 不二夫; 狩野 芳伸; 大槻 恭士; 大澤 博隆; アランニャ クラウス; 稲葉 通将; 片上 大輔
Journal of the Japanese Society for Artificial Intelligence/35(3)/pp.344-350, 2020 - Analysis of Automatic Generated Swarm Intelligence using Grammatical Evolution
Junior Jair Pereira; Bogdanova Anna; Aranha Claus de Castro
16th Symposium of the Japanese Society on Evolutionary Computation, 2019-09 - Solving Portfolio Optimization Problems Based on MOEA/D and Levy Flight
He Yifan; Aranha Claus de Castro; 狩野均
16th Symposium of the Japanese Society on Evolutionary Computation, 2019-09 - A Pragmatic Investigation of the Objective Function for Subsurface Data Assimilation Problem
Chassagne Romain; Aranha Claus de Castro
Operations Research Perspectives/7, 2020-02 - Using diversity as a priority function for resource allocation on MOEA/D
Lavinas Y. C.; Aranha Claus; Sakurai Tetsuya
GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion/pp.215-216, 2019-07 - Improving Resource Allocation in MOEA/D with Decision-Space Diversity Metrics
Lavinas Yuri; Aranha Claus de Castro; Ladeira Marcelo
Theory and Practice of Natural Computing/pp.134-146, 2019-11 - Research Challenges for the Automated Negotiating Agents Competition (ANAC) 2019
Aydogan Reyhan; Baarslag Tim; Fujita Katsuhide; Mell Joh...
7 th International Conference on Agreement Technologies, 2020-04 - INTEGRA: An Open Tool To Support Graph-Based Change Pattern Analyses In Simulated Football Matches
Vago Nicolo; Lavinas Yuri; Rodrigues Daniele; Moura Feli...
34th International ECMS Conference on Modeling and Simulation, 2020-06 - A Training Difficulty Schedule for Effective Search of Meta-Heuristic Design
Jair Pereira Junior; ARANHA CLAUS DE CASTRO; Tetsuya Sak...
Proc. IEEE Congress on Evolutionary Computation (CEC), 2020-07 - MOEA/D with Random Partial Update Strategy
Yuri Lavinas; ARANHA CLAUS DE CASTRO; Marcelo Ladeira; Fe...
IEEE Congress on Evolutionary Computation, 2020-07 - The MOEADr Package - A Component-Based Framework for Multiobjective Evolutionary Algorithms Based on Decomposition
Campelo Felipe; Batista Lucas; Aranha Claus de Castro
Journal of Statistical Software/92(6)/pp.1-39, 2020-02 - A Pragmatic Investigation of the Objective Function for Subsurface Data Assimilation Problem
Chassagne Romain; Aranha Claus de Castro
Operations Research Perspectives, 2020-04 - MOEA/D-RAD Resource Allocation by Diversity
Lavinas Yuri; Aranha Claus de Castro; Ladeira Marcelo; Sa...
Symposium of the Japanese Society of Evolutionary Computation 2018, 2018-12 - Comparative Study on Discrete SI Approaches to the Graph Coloring Problem
Aranha Claus de Castro; Junior Jair Pereira; Kanoh Hitoshi
Proceedings of Genetic and Evolutionary Computation Conference Companion (GECCO 2018)/pp.81-82, 2018-07 - Classification of EEG Signals using Genetic Programming for Feature Construction
Icaro Marcelino; ARANHA CLAUS DE CASTRO; Marcelo Ladeira
Genetic and Evolutionary Computation Conference (GECCO '19), 2019-07 - Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics
Bogdanova Anna; Junior Jair Pereira; Aranha Claus de Castro
Genetic and Evolutionary Computation Conference Companion (GECCO '19 Companion), 2019-07 - Negotiation in Hidden Identity: Designing Protocol for Werewolf Game
Osawa Hirotaka; Otsuki Takashi; Aranha Claus de Castro; T...
In Twelfth International Workshop on Agent-based Complex Automated Negotiations (ACAN2019), 2019-08 - Experimental Analysis of the Tournament Size on Genetic Algorithms
Aranha Claus de Castro
IEEE International Conference on Systems, Man and Cybernetics/pp.3647-3653, 2018-10 - Learning to Cheese: Using Genetic Algorithms to Generate Build Orders in Starcraft
Miller Mitchel; Aranha Claus de Castro
Entertainment Computing Symposium 2017/pp.318-322, 2017-09 - more...
- Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics
- Books
- Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging
Hitoshi Iba; Claus C. Aranha
Springer Berlin Heidelberg, 2012-03 - Composition of Music and Financial Strategies via Genetic Programming
Hitoshi Iba; Claus Aranha
Genetic Programming Theory and Practice VIII/Springer New York/pp.211-226, 2011-01 - Development of Hybrid Evolutionary Techniques to Solve Resource Allocation Problems
ARANHA CLAUS DE CASTRO
2010-10 - Portfolio Management with Cost Model using Multi Objective Genetic Algorithms
ARANHA CLAUS DE CASTRO
2007-10 - Auto-Diagnosis and Auto-Repair for Robots
ARANHA CLAUS DE CASTRO
Campinas State University, 2005-03
- Practical Applications of Evolutionary Computation to Financial Engineering: Robust Techniques for Forecasting, Trading and Hedging
- Conference, etc.
- Automatic Generation of Super Mario Levels via Graph Grammars
Hauck Eduardo; Aranha Claus de Castro
IEEE Conference on Games/2020-08-24--2020-08-27 - On the Use of Predation to Shape Evolutionary Computation
Andrade Felipe S. P.; Aranha Claus de Castro; Torres Ric...
2020 IEEE Symposium Series on Computational Intelligence/2020-12-01--2020-12-04 - Exploring Constraint Handling Techniques in Real-world Problems on MOEA/D with Limited Budget for Evaluations
Vaz Felipe; Lavinas Yuri; Aranha Claus de Castro; Ladeira...
Conference on Evolutionary Multi-Criterion Optimization (EMO)/2021-03-28--2021-03-31 - Analysis of Automatic Generated Swarm Intelligence using Grammatical Evolution
Junior Jair Pereira; Bogdanova Anna; Aranha Claus de Castro
16th Symposium of the Japanese Society on Evolutionary Computation/2019-09-27--2019-09-28 - Solving Portfolio Optimization Problems Based on MOEA/D and Levy Flight
Aranha Claus de Castro
16th Symposium of the Japanese Society on Evolutionary Computation/2019-09-27--2019-09-28 - Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics
Bogdanova Anna; Junior Jair Pereira; Aranha Claus de Castro
Genetic and Evolutionary Computation Conference/2019-07-13--2019-07-17 - Classification of EEG Signals using Genetic Programming for Feature Construction
Miranda Icaro Marcelino; ARANHA CLAUS DE CASTRO; Ladeira ...
Genetic and Evolutionary Computation Conference/2019-07-13--2019-07-17 - Using Diversity as a Priority Function for Resource Allocation on MOEA/D
Lavinas Yuri; Aranha Claus de Castro; Sakurai Testuya
Genetic and Evolutionary Computation Conference/2019-07-13--2019-07-17 - Improving Resource Allocation in MOEA/D with Decision-Space Diversity Metrics
Lavinas Yuri; Aranha Claus de Castro; Ladeira Marcelo
8th International Conference on the Theory and Practice of Natural Computing/2019-12-09--2019-12-11 - A Training Difficulty Schedule for Effective Search of Meta-Heuristic Design
Jair Pereira Junior; ARANHA CLAUS DE CASTRO; Tetsuya Sak...
World Congress on Computational Intelligence/2020-07-19--2020-07-24 - MOEA/D with Random Partial Update Strategy
Yuri Lavinas; ARANHA CLAUS DE CASTRO; Marcelo Ladeira; Fe...
World Congress on Computational Intelligence/2020-07-19--2020-07-24 - MOEA/D-RAD Resource Allocation by Diversity
Lavinas Yuri; Aranha Claus de Castro; Ladeira Marcelo; Sa...
Symposium of the Japanese Society of Evolutionary Computation 2018/2018-12-08--2018-12-09 - Comparative Study on Discrete SI Approaches to the Graph Coloring Problem
Aranha Claus de Castro; Junior Jair Pereira; Kanoh Hitoshi
Genetic and Evolutionary Computation Conference 2018/2018-07-15--2018-07-19 - Artificial Bee Colonyによる時間割編成問題の解法
呉東映; アランニャ; 狩野 均
情報処理学会 数理モデル化と問題解決研究会/2018-12-10 - Cuckoo Searchを用いた室内レイアウト問題の解法
狩野 均; 澤田和磨; アランニャ クラウス
情報処理学会 第80回全国大会 7M-06/2018-03-10 - 類似度を用いたArtificial Bee Colonyによるグラフ色塗り問題の解法
冨樫勇哉; アランニャ クラウス; 狩野 均
情報処理学会 数理モデル化と問題解決研究会/2018-12-10 - Experimental Analysis of the Tournament Size on Genetic Algorithms
Lavinas Yuri; Aranha Claus de Castro; Sakurai Tetsuya; La...
2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC)/2018-10-7--2018-10-10 - Experimental Analysis of the Tournament Size on Evolutionary Algorithms
Lavinas Yuri Cossich; Aranha Claus de Castro; Ladeira Ma...
Symposium of the Japanese Society of Evolutionary Computation/2017-12-09--2017-12-10 - Ecology-aware Evolutionary Computation Systems
Andrade Felipe S. P.; Aranha Claus de Castro; Torres Ric...
Symposium of the Japanese Society of Evolutionary Computation/2017-12-09--2017-12-10 - Understanding Multi-Objective EvolutionaryAlgorithms through Component Oriented Design
Aranha Claus de Castro; Campelo Felipe; Batista Lucas S.
13th Meeting of the Japanese Society of Evolutionary Computation/2017-09-01--2017-09-02 - Learning to Cheese: Using Genetic Algorithms to Generate Build Orders in Starcraft
Miller Mitchel; Aranha Claus de Castro
Entertainment Computing Symposium/2017-09-16--2017-09-18 - Beauty is on the Chip of the Beholder: Teaching a Neural Network to Recognize Beautiful Handwriting
Han Huang; Aranha Claus de Castro
Entertainment Computing Symposium/2017-09-16--2017-09-18 - Continuous Optimization using Parallel Cuckoo Search with Multiple Swarms
河面知定; ARANHA CLAUS DE CASTRO; 狩野 均
The 80th National Convention of IPSJ/2018-03-13--2018-03-15 - Solving the Room Layout Problem using Cuckoo Search
澤田和磨; ARANHA CLAUS DE CASTRO; 狩野 均
The 80th National Convention of IPSJ/2018-03-13--2018-03-15 - Comparative Study on Discrete SI Approaches to the Graph Coloring Problem
Aranha Claus de Castro; Junior Jair Pereira; Kanoh Hitoshi
Annual Genetic and Evolutionary Computation Conference/2018-07-15--2018-07-19 - more...
- Automatic Generation of Super Mario Levels via Graph Grammars
- Works
- Package MOEADr - A Modular MOEAD library for R
Aranha Claus de Castro; Campelo Felipe; Batista Lucas
- Package MOEADr - A Modular MOEAD library for R
- Teaching
2021-10 -- 2022-02 Research in Computer Science If University of Tsukuba. 2021-10 -- 2022-02 Computer Science Seminar Bf University of Tsukuba. 2021-04 -- 2021-08 Research in Computer Science IIs University of Tsukuba. 2021-10 -- 2022-02 Seminar in Computer Science f University of Tsukuba. 2021-04 -- 2021-08 Directed Research in Computer Science A University of Tsukuba. 2021-10 -- 2022-02 Directed Research in Computer Science B University of Tsukuba. 2021-04 -- 2021-08 Seminar in Computer Science University of Tsukuba. 2021-10 -- 2022-02 Seminar in Computer Science University of Tsukuba. 2021-10 -- 2022-02 Research in Computer Science f University of Tsukuba. 2021-10 -- 2022-02 Research in Computer Science I University of Tsukuba. more... - Other educational activities
2019-07 -- 2019-07 Tokyo Tokai Academy AI Intensive Course University of Tsukuba Center for Artificial Intelligence Research 2019-05 -- 2019-07 JAXA AI Intensive Course University of Tsukuba Center for Artificial Intelligence Research 2019-02 -- 2019-02 Data Science From Zero Extension Program University of Tsukuba, Division of Social Outreach 2019-10 -- 2019-10 STEMinars 2019 University of Tsukuba, Division of Social Cooperation 2018-09 -- 2018-09 STEMinars 2018 University of Tsukuba, Division of Social Cooperation 2017-09 -- 2017-09 STEMinars 2017 University of Tsukuba, Division of Social Cooperation 2014-04 -- (current) Short Term Internship with Bordeaux University TSSP Program University of Tsukuba College of Information Sciences 2015-11 -- 2015-11 Outreach Lecture at the Super Science High School Project in Iwaki University of Tsukuba 2016-09 -- 2016-09 STEMinars 2016 University of Tsukuba 2015-09 -- 2015-09 STEMinars 2015 University of Tsukuba more... - Talks
- AIWolf Tutorial
Aranha Claus de Castro; 博隆 大澤
IEEE Conference on Games/2020-08-24--2020-08-27
- AIWolf Tutorial
- Professional activities
2021-03 -- (current) Japan Society for Artificial Life Coordinator 2019-06 -- (current) Automated Negotiating Agents Competition Organizing Committee Member 2018-12 -- (current) AIWolf Project Member 2016-04 -- (current) ICPC Japan Regional Contest Organizing Comittee Member - University Management
2019-04 -- (current) Computer Science Department, International Cooperation Office Member 2018-04 -- 2021-03 COINS Public Relation Office Member 2015-04 -- (current) Sao Paulo Office Promotion Comittee Member 2015-04 -- (current) Central and South American Exchange Coordinator Office Member 2015-04 -- 2016-03 Internship Promotion Office Member 2012-02 -- (current) CS English Program Promotion Office Member 2013-04 -- 2015-03 Student Support Office Member 2013-04 -- 2015-03 Promotion Office (CS) Member - Other activities
2013-04 -- (current) ICPC Coach 2014-04 -- (current) Coordinator of the Short Term exchange student program with Bordeaux University - Message
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Fields of interest: Evolutionary Computation, Artificial Life, Program Evolution, Simulation Application Areas: Disaster Simulation, Model Optimization, Game Programming
(Last updated: 2021-06-22)