Key research questions:

Slides:

Advertisements

Similar presentations

1. Creativity and Innovation 2. Communication and Collaboration

Advertisements

Lehrstuhl Informatik V (Informationssysteme) Prof. Dr. M. Jarke Matthias Jarke I5-Jarke Dagstuhl Perspective Seminar Science of Design: High-Impact.

Multiobjective Land Use Optimisation Using Evolutionary Algorithms Jesper Bladt, University of Århus, Denmark Dept. of Systematic Botany EVAlife Group,

University of Jyväskylä Dept. of Mathematical Information Technology

Addendum For the simple cases in 2-dimensions we have not distinguished between homotopy and homology. The distinction however does exist even in 2-d.

FAMU ASSESSMENT PLAN PhD Degree Program in Entomology Dr. Lambert Kanga / CESTA.

* Evaluation: Who will evaluate the performance of the PhD student? How will the assessment be performed towards the examination goals? How and with whom.

© Prentice Hall, © Prentice Hall, ObjectivesObjectives 1.A fundamental understanding of the term decision 2.An understanding of.

Ph.D. Road Map Asst. Prof. Dr. Phayung Meesad

Prof. D. Zhou UT Dallas Analog Circuits Design Automation 1.

Simple Interface for Polite Computing (SIPC) Travis Finch St. Edward’s University Department of Computer Science, School of Natural Sciences Austin, TX.

Evolutionary Multi-objective Optimization – A Big Picture Karthik Sindhya, PhD Postdoctoral Researcher Industrial Optimization Group Department of Mathematical.

IMSS005 Computer Science Seminar

Instant Design Challenge

Instant Design Challenge Using the Design Process and Engineering Notebook.

IIASA Yuri Ermoliev International Institute for Applied Systems Analysis Mathematical methods for robust solutions.

Research Hypothesis Dr. Abraham So far Theoretical –Thesis Algorithm that solve real problems Evaluation by mathematical proof Experimental –Project.

Business Forecasting Skills needed to become a business & economic forecaster –Economic knowledge –Statistics –Computer applications –Communication Forecasting.

The 6th European Conference on Intellectual Capital

Hybird Evolutionary Multi-objective Algorithms Karthik Sindhya, PhD Postdoctoral Researcher Industrial Optimization Group Department of Mathematical Information.

Deeper Insights from System Dynamics Models Mark Paich Lexidyne Consulting 10/9/08.

Guaranteed Convergence and Distribution in Evolutionary Multi- Objective Algorithms (EMOA’s) via Achivement Scalarizing Functions By Karthik.

Dept. of Mathematical Information Technology June 13-17, 2011MCDM2011, Jyväskylä, Finland On Metamodel-based Multiobjective Optimization of Simulated Moving.

Writing an Abstract on a Science Journal Article.

CSC & IS Centrul pentru studiul complexit ă ii Intelligent Systems group ARIA – UBB csc.centre.ubbcluj.ro.

Making Applications: Research Plan, Curriculum Vitae, List of Publications etc. Prof. Kaisa Miettinen

Control Processes Research Center Director Dr. Tech. Sc., Professor V.I. Gurman.

Artificial intelligence methods in the CO 2 permission market simulation Jarosław Stańczak *, Piotr Pałka **, Zbigniew Nahorski * * Systems Research Institute,

Management Science Helps analyze and solve organizational problems. It uses scientific and quantitative methods to set up models that are based on controllable.

1 Multiobjective Optimization, Autumn 2005: Michael Emmerich1 Historical milestones in MCDM and LIACS Projects.

2016 International Simulation Multi-Conference AsiaSim / SCS AutumnSim 2016 SPONSORS Federation of Asian Simulation Societies (ASIASIM ） The Society for.

Asst. Prof. Dr. Ahmet ÜNVEREN, Asst. Prof. Dr. Adnan ACAN.

Managerial Economics Linear Programming Aalto University School of Science Department of Industrial Engineering and Management January 12 – 28, 2016 Dr.

Towards Autonomous Molecular Computers Towards Autonomous Molecular Computers Masami Hagiya, Proceedings of GP, Nakjung Choi

ENGINEERING ANALYSIS. WHAT IS ENGINEERING ANALYSIS? ABET Required Program Outcomes: (a) an ability to apply knowledge of mathematics, science, and engineering.

PhD in Social Work and Social Policy at FPN UBG Prof dr Nevenka Zegarac Department of Social work and social policy Faculty of political sciences UBG TEMPUS.

Often research turns into competitive advantage Do not miss MCDM ! Multiple Criteria Decision Making ( MCDM ) is an intensively growing field of science.

Water resources planning and management by use of generalized Benders decomposition method to solve large-scale MINLP problems By Prof. André A. Keller.

Copyright © Springer Publishing Company, LLC. All Rights Reserved. BECOMING A SCHOLAR IN NURSING EDUCATION – Chapter 16 –

National Educational Technology Standards For Students.

Assoc.-Prof. Dr. Phayung Meesad

Optimization of Industrial Water Networks

CMATC Pre-post Forecaster Training Course for WMO Fellowship Students

Research Project in International Business Spring 2009

MANAGERIAL ECONOMICS is a social science that helps to explain how resources such as labor, capital, land and money can be allocated efficiently.

Managerial Economics Linear Programming

<Student’s name>

Final Year Project (FYP)

Instant Design Challenge

Date of download: 10/30/2017 Copyright © ASME. All rights reserved.

Center for Resilient Infrastructures, Systems, and Processes (CRISP)

Introduction to Decision Analysis & Modeling

Agricultural Economic Students and Faculty!

Inculcating “Parallel Programming” in UG curriculum

IEEE Transactions on Evolutionary Computation Status Report

Optimization Based Design of Robust Synthetic

INTT 103 Economic Statistics and Indicators

University of Jyväskylä Faculty of Information Technology

کارگاه آشنایی با روش تحقیق

Juuso Liesiö, Dr.Sc. (Tech) Assistant Professor of Management Science

Instant Design Challenge

MSc LUCAS DIAS CONDEIXA

Mentoring Science Teachers

Topic of the final thesis

Topic of the diploma thesis

Mikko Harju Department of Mathematics and Systems Analysis Aalto University School of Science Title of dissertation: “Spatial Decision Analysis with Incomplete.

INTT 103 Economic Statistics and Indicators

Expectations and Quality Control for Ph.D. Students

«Վերջնարդյունքների վրա հիմնված դասընթացի մշակում և կառավարում»

Projecting Climate Risk to Energy, Water and Land Resources

Presentation transcript:

Key research questions: Dissertation title: Interactive methods for multiobjective robust optimization Supervisors: Prof. Kaisa Miettinen and Dr. Karthik Sindhya. Founded by University of Jyväskylä Key research questions: How applicable are the robustness concepts in decision making for practical problems? How to support a decision maker in finding the final solution for problems under uncertainty? Contribution: Bridging theory and practice of multiobjective robust optimization. Providing necessary tools to support a decision maker in multiobjective robust optimization.

Papers and manuscripts Yue Zhou-Kangas, Kaisa Miettinen, and Karthik Sindhya. Solving Multiobjective Optimization Problems with Decision Uncertainty: an Interactive approach. Journal of Business Economics, to appear, doi: 10.1007/s11573-018-0900-1, 2018. Yue Zhou-Kangas, Kaisa Miettinen, and Karthik Sindhya. Interactive Multiobjective Robust Optimization with NIMBUS. In Proceedings of the Clausthal-Göttingen International Workshop on Simulation Science, to appear, 2018. Yue Zhou-Kangas and Kaisa Miettinen. A simple indicator based evolutionary algorithm for set-based minmax robustness. Parallel Problem Solving from Nature - PPSN XV. PPSN 2018, Proceedings. Springer, to appear, 2018. Yue Zhou-Kangas and Anita Schöbel. The price of multiobjective robustness analyzing solution sets to uncertain multiobjective optimization problems. Manuscript. Yue Zhou-Kangas and Kaisa Miettinen. Decision making in multiobjective optimization problems under uncertainty: balancing between robustness and quality. Manuscript. Plans towards completion Thesis should go to the pre-evaluators after the appointment of Faculty of IT. Planed defense: somewhere in late Autumn this year.