人员

教师

Adam Ghandar    助理教授

电子邮箱:

aghandar_AT_sustc.edu.cn

办公室:

南山智园A7栋914室

研究方向:

计算智能、数据科学、指导性分析、决策系统、供应链和物流

教育背景

 阿德莱德大学,博士

新英格兰大学,计算机科学(数学)荣誉学士学位

工作经历

施耐德电气首席科学家

阿德莱德大学,博士后研究员

荣誉与奖项

◆ 阿德莱德大学博士生奖学金

◆ 阿德莱德大学博士后

◆ 施耐德电气研发部“爱迪生技术领域专家”


代表文章

1. Ghandar A, Evolutionary Computation to Determine Product Builds in Open Pit Mining, Simulated Evolution and Learning, SEAL2017: 751-762.

 

2. Ghandar, A., Michalewicz, Z., and Zurbruegg, R. Computer Intelligence Optimization, Model Complexity and Financial Forecasting Performance, International Journal of Forecasting, Volume 32, Issue 3, Pages 585-1102 (July–September 2016)  

 

3. Ghandar A, Michalewicz Z, Zurbruegg R: Enhancing Profitability through Interpretability in Algorithmic Trading with a Multiobjective Evolutionary Fuzzy System. PPSN (2) 2012: 42-51 



4. Ghandar A and Michalewicz Z. 2011. Using Cellular Evolution for Diversification of the Balance Between Accurate and Interpretable Fuzzy Knowledge Bases for Classification. IEEE Congress on Evolutionary Computation 2011: 1:8 



5. Ghandar A and Michalewicz Z. 2011. Considerations of the Nature of the Relationship between Generalization and Interpretability in Evolutionary Fuzzy Systems. In Proceedings of the 13th annual conference companion on Genetic and evolutionary computation (GECCO '11), Natalio Krasnogor (Ed.). ACM, New York, NY, USA, 97-98.


6. Ghandar A, Michalewicz Z, 2011: An Experimental Study of Multiobjective Evolutionary Algorithms for Balancing Interpretability and Accuracy in Fuzzy Rulebase Classifiers for Financial Prediction. In Compuational Intelligence for Financial Engineering, 2011. CIFEr '11, April 11-15 2011. 



7. Ghandar A, Michalewicz Z, Zurbruegg R, Cheong C: Index Tracking Fund Enhancement Using Evolving Multi-Criteria Fuzzy Decision Models. Proceedings WCCI/CEC 2010. 

 

8. Ghandar A, Michalewicz Z, Schmidt M, Tô T, and Zurbrugg R. Computational Intelligence for Evolving Trading Rules. IEEE Trans. Evol. Comp 13, 1 (Feb. 2009), 71-86.



9. Ghandar A, Michalewicz Z, To T, Zurbruegg R: The Performance of an Adaptive Portfolio Management System. IEEE Congress on Evolutionary Computation 2008: 2208-2216. 



10. Ghandar A, Michalewicz Z, Schmidt M, To T, Zurbruegg R: A Computational Intelligence Portfolio Construction System for Equity Market Trading. IEEE Congress on Evolutionary Computation 2007: 798-805 


其他信息

澳大利亚研究委员会(ARC)探索基金项目2013-2016:Prof Zbigniew Michaelwicz, Dr Frank Neumann, and Dr Adam Ghandar,用于垂直整合供应链管理的高级计划系统:$315,000.00