Tagungen und Workshops zum Thema Optimierungsrechnung, Entscheidungsunterstützung

Institute for Operations Research and the Management Sciences (informs)

The purpose of the International Conference on Operations Research and Enterprise Systems (ICORES) is to bring together researchers, engineers, faculty, and practitioners interested in both theoretical advances and practical applications in the field of operations research. Two simultaneous tracks will be held, covering on one side domain independent methodologies and technologies and on the other side practical work developed in specific application areas.

Banff International Research Station for Mathematical Innovation and Discovery (BIRS)

Uncertainty pervades all areas of the natural sciences, engineering, and operations research. Such uncertainty may arise due to noisy measurements, model ambiguity, or unknown parameters. Moreover, optimal decision making under uncertainty is crucial to arrive at reliable solutions, which are resilient to catastrophe. Despite the inherent need to do so, including uncertainty in our models in the form of random parameters leads to a veritable explosion in the dimension of the resulting optimization or control problems; especially for models of complex engineering systems. Recent advances in the fields of uncertainty quantification and machine learning present exciting opportunities to help combat this curse of dimensionality. This workshop is intended is to join researchers in optimization under uncertainty, uncertainty quantification, and machine learning, whose work stands to benefit from cutting-edge machine learning techniques for intricate, data-driven models of real-world phenomena.

Kurse und Veranstaltungen für Studenten der Mathematik,    Software-Agenten und künstliche Intelligenz

Institute of Pure and Applied Mathematics (IPAM), UCLA

In recent years, deep learning has significantly improved the fields of computer vision, natural language processing and speech recognition. Beyond these traditional fields, deep learning has been expended to quantum chemistry, physics, neuroscience, and more recently to combinatorial optimization (CO). Well-known CO problems are Travelling Salesman Problem, assignment problems, routing, planning, Bayesian search, and scheduling. CO is basically used every day in finance and revenue management, transportation, manufacturing, supply chain, public policy, hardware design, computing and information technology. The workshop will bring together experts in mathematics (optimization, graph theory, sparsity, combinatorics, statistics), CO (assignment problems, routing, planning, Bayesian search, scheduling), machine learning (deep learning, supervised, self-supervised and reinforcement learning) and specific applicative domains (e.g. finance, transportation, hardware design, computing and information technology) to establish the current state of these emerging techniques and discuss the next directions. Besides, such generalization of deep learning techniques to CO problems will also push forward the mathematical analysis of the properties of these learning systems like generalization and transfer, stochastic optimization and dynamic predictivity that make the success of these techniques.

Graphentheorie und Kombinatorik,    Neuronale Netze und Künstliche Intelligenz, Maschinelles Lernen

The ORS and INFORMS Simulation Society

SW21 is the flagship showcase of simulation and modelling across industry and academia, providing both a great opportunity to celebrate developments in the field as well as a unique opportunity to collaborate extensively over a three-day period.

Southern University of Science and Technology, Shenzhen, China

EMO 2021 is the 11th Edition of International Conference Series on Evolutionary Multi- Criterion Optimization (EMO), aiming to continue the success of previous EMO conferences. We will bring together both the EMO, Multiple Criteria Decision-Making (MCDM) communities, and other related fields and, moreover, focusing on solving real-world problems in government, business and industry.

Institute of Mathematics and its Applications

Building on the success of the two previous conferences held in 2017 and 2019 this conference will draw together the considerable community of researchers and practitioners who develop new mathematics of relevance to, and which underpin applications in Operational Research (OR). It will take a comprehensive view, it will showcase activity from across OR, and will welcome both contributions which have a clear application focus as well as those which are theoretically driven.

Email: conferences@ima.org.uk

Algorithms and complexity: algorithms and computational complexity; approximation algorithms; randomized algorithms; computational geometry; parameterized complexity. Operations Research and Mathematical Programming: combinatorial optimization; integer programming; polyhedral combinatorics; operations research and management science. Graph Theory: cliques, dominating and independent sets; colorings; covering and packing, factorization, matching; digraphs, tournaments; graph algorithms; graphs and matrices; hypergraphs; perfect graphs; random graphs; structural characterization of graph classes. Applications to real-world problems: mathematical programming, combinatorial optimization, continuous optimization, heuristics, and metaheuristics.

Graphentheorie und Kombinatorik,    Algorithmen

EURO Working Group on Decision Support Systems

The EURO Working Group on Decision Support Systems invites you to participate in the ICDSST 2021 International Conference on Decision Support System Technology on Decision Support Systems, Analytics and Technologies in response to Global Crisis Management in Loughborough, UK. The Conference will be hosted at the School of Business and Economics of the Loughborough University, during the period of May 26th to May 28th, 2021.

Neuronale Netze und Künstliche Intelligenz, Maschinelles Lernen,    Allgemeine und fachübergreifende Veranstaltugen in Informatik

In modern day society that generates huge amounts of data, its analysis, interpretation, and optimal decision-making are essential not only in the world of education, scientific research, public statistics and business, but in all areas of life, with the benefits that this entails for society in general. Currently, the Covid19 pandemic has revealed the vital role of the mathematical models of Statistics and Operations Research to help predict its evolution and optimize available resources. More than ever, this event offers a unique opportunity as a forum in which academicians, researchers and experts dealing with Statistics and OR join to exchange ideas and expertise.

hosted by the Royal Academy of Exact, Physics and Natural Sciences

The ECCO annual meetings aim to bring together researchers in the field of Combinatorial Optimization to present their work, share experiences, and discuss recent advances in theory and applications.

The idea of organization of this Conference was also stimulated by the necessity of establishment of the bolt collaboration relations between Azerbaijani scientists working on optimization and control and also close theories with the foreign colleagues who work with the new and in some cases nontraditional branches of this topic. At the same time they can present their findings in the traditional theory of control and optimization. The organizers of the conference hope it will give a new impulse to development of these topics not only in Azerbaijan and region and also in the world.

Institute of Mathematics of the University of Seville

This EURO PhD School (EPS) will focus on giving participants advanced training on Data Driven Decision Making. There will be a methodological as well as an applied component to this EPS. Methodological training on the role of Mathematical Optimization in Data Science will be given in the format of lectures and computer workshops. The lectures will highlight the mathematical and statistical modeling and numerical optimization behind data analysis and data visualization tools. The computer workshops will make this knowledge actionable. Applications of the acquired knowledge to the modeling of specific industrial problems will be presented by professionals from industry and worked out by the PhD students. Mathematical and statistical models and numerical solution approaches will be developed and communicated, following a collaborative approach, in which the PhD students will work in small groups under the guidance of the instructors.

The aim of the conference is to bring together interested researchers from Constraint Programming (CP), Artificial Intelligence (AI), and Operations Research (OR) to present new techniques or applications and to provide an opportunity for researchers in one area to learn about techniques in the others. A main objective of this conference series is also to give these researchers the opportunity to show how the integration of techniques from different fields can lead to interesting results on large and complex problems. Therefore, papers that actively combine, integrate, or contrast approaches from more than one of the areas are especially solicited. High quality papers from a single area are also welcome, if they are of interest to other communities involved. Application papers showcasing CP/AI/OR techniques on novel and challenging applications or experience reports on such applications are strongly encouraged.

The workshop is the annual event of the EUROPT continuous optimization working group of EURO (The Association of European Operational Research Societies).

EURO Working Group on Stochastic Optimization (EWGSO) | Department of Economics - Ca’ Foscari University of Venice

This joint event will provide a forum for fruitful discussions and interactions among researchers and professionals from industry and institutional sectors on decision making under uncertainty in a complex world. The conference will be within the scopes of both CMS and EWGSO and, in particular, it will focus on models, methods and computational tools in stochastic, robust and distributionally robust optimization and on computational aspects of management science with emphasis on risk management, valuation problems, measurement applications. Traditional fields of application, such as finance, energy, water management, logistics, supply chain management, and emerging ones, such as healthcare, climate risk and sustainable development, will be included.

Simulation,    Systemtheorie, Regelung und Automatisierung

EURO – the European Association of Operational Research Society

EURO 2021 is the largest European conference for Operational Research and Management Science with more than 40 years of history since the first edition in 1975 in Brussels.

Department of Mathematics, Azarbaijan Shahid Madani University

This seminar relates to all areas in pure and applied mathematics which have relation to Nonlinear Analysis and Optimization.

Email: rezapourshahram@yahoo.ca

Nonlinear Functional Analysis, Fixed Point Theory and Approximations, Proximal-Point Algorithms, Nonlinear Differential Equations and Dynamical Systems, Fractional and Partial Differential Equations, Convex and Non-convex Analysis, Set-Valued Analysis, Equilibrium Problems, Harmonic Analysis, Evolution Equations, Geometry of Banach Spaces, Numerical Analysis, Wavelet and Frames, Optimization Theory, Nonlinear Optimization, Global Optimization, Combinatorial Optimization, Dynamic Programming, Optimal Control Theory, Other Related Topics of Optimization Theory and Numerical Algorithms.

Analysis,    Angewandte Mathematik (allgem.)

Society for Industrial and Applied Mathematics (SIAM)

The SIAM Conference on Optimization will feature the latest research on the theory, algorithms, software, and applications of optimization. A particular emphasis will be put on applications of optimization in AI and data science, quantum computing, health care, finance, aeronautics, control, operations research, and other areas of science and engineering. The conference brings together mathematicians, operations researchers, computer and computational scientists, engineers, software developers and practitioners, thus providing an ideal environment to share new ideas and important problems among specialists and users of optimization in academia, government, and industry.

This is the meeting of the SIAM Activity Group on Optimization.

ISMP is the symposium of the Mathematical Optimization Society (MOS). ISMP 2021 is organized by the Operations Research Society of China (ORSC).

The conference is organized by the Latin-American Association of Operations Research Societies (ALIO), the Spanish Society of Statistics and Operations Research (SEIO), Universidad Complutense de Madrid (UCM) and Universidad Rey Juan Carlos (URJC).

The Latin-Iberoamerican Conference on Operations Research takes place biannually since 1982 in different Latin American cities and is sponsored by the Association of Latin-Iberoamerican Operational Research Societies (ALIO). The first CLAIO took place in 1982, Rio de Janeiro. Their main goals are to further the exchange of experiences; to contribute, establish, and deepen ties between researchers and practitioners in the region and to help young undergraduate and graduate students in their professional development. The last editions took place in Lima (Perú), September 24th to 27th, 2018.

BI Norwegian Business School

Universität Augsburg

Parametric optimization is a part of mathematical programming and has emerged as an exciting research area in theory, numerics and applications. It investigates the properties of solutions to optimization problems under data perturbations or uncertainty. Many relations to other disciplines of operations research, like stochastic programming, complementarity problems, mixed-integer problems, model-building, numerical methods, multi-objective optimization and optimal control, originate from these properties. paraoptXII welcomes papers as well as proposals for special sessions on any area in parametric optimization or related topics. We hope that the conference will continue to help link researchers and practitioners from different areas of mathematical programming from around the world.

Simulation,    Algorithmen

Friedrich-Schiller-University Jena

We are pleased to announce the 8th German-Polish Conference on Optimization – Methods and Applications, organized by the Friedrich Schiller University Jena and held at "Hotel am Schloss" in Apolda, Germany on September 20–24, 2021. The present conference is a continuation of the German-Polish Conference on Optimization series held in Żagań (1999), Cottbus (2002), Będlewo (2005), Moritzburg (2009), Kraków (2011), Wittenberg (2014) and Będlewo (2017).

Conference Office;     Tel.: [+49 3641 946200];     Email: nadin.friebe@uni-jena.de

theory of smooth and non-smooth optimization, variational problems and variational inequalities, optimal control, inverse and ill-posed problems, combinatorial optimization, vector optimization, solution methods and applications of optimization

Mathematisches Forschungsinstitut Oberwolfach (MFO, Oberwolfach Research Institute for Mathematics)

Kurse und Veranstaltungen für Studenten der Mathematik,    Graphentheorie und Kombinatorik