Search results for: surrogate-based optimization

• [ILiT, IŚGiE] Reliability-Based Optimization (RBO)

  e-Learning Courses

  • J. Górski
  • K. Winkelmann
  • M. Skowronek

• [ILiT, IŚGiE] Reliability-Based Optimization (RBO) - 2022/23

  e-Learning Courses

  • J. Górski
  • K. Winkelmann
  • M. Skowronek

• [ILiT, IŚGiE] Reliability-Based Optimization (RBO) - 2023/24

  e-Learning Courses

  • J. Górski
  • K. Winkelmann
  • M. Skowronek

• Surrogate methods in system engineering

  e-Learning Courses

  • A. Bekasiewicz

  {mlang pl} Dyscyplina:  Automatyka, Elektronika i Elektrotechnika Zajęcia fakultatywne dla doktorantów II roku Prowadzący:   dr hab. inż. Adrian Bekasiewicz Liczba godzin: 15 h Forma zajęć: wykład {mlang} {mlang en} Discipline: control, electronic and electrical engineering Facultative course for 2nd year PhD students Academic teacher:  dr hab. inż. Adrian Bekasiewicz Total hours of training: 15 teaching hours Course...

• Ochrona Przeciwkorozyjna Instalacji Przemysłowych i Risk Based Inspection (RBI)

  e-Learning Courses

  • J. Orlikowski
  • A. Jażdżewska
  • S. Wysmułek
  • A. Karólkowska
  • Ł. Szynkiewicz
  • M. Szociński

  Risk Based Inspection

• Reliability Based zoptimization 2023/24

  e-Learning Courses

• Business Process Analysis and Optimization 2022

  e-Learning Courses

  • M. Grzesiak

• Business Process Analysis and Optimization 2023

  e-Learning Courses

  • M. Grzesiak

• Business Process Analysis and Optimization 2024

  e-Learning Courses

  • M. Grzesiak

• Team Strategies - sem. 2022/23

  e-Learning Courses

  • T. Białaszewski

  The main aim of the course is to familiarize students with the basic problems in team strategies, such as: the use of the particle swarm optimization algorithms, the ant colony optimization, stochastic distributed searches, algorithms for team strategy, multi-agent systems, modeling intelligent cooperation, simulations of social behavior. The form of passing the course is passing the exam and completing a project task

• Team Strategies - sem. 2023/24

  e-Learning Courses

  • T. Białaszewski

  The main aim of the course is to familiarize students with the basic problems in team strategies, such as: the use of the particle swarm optimization algorithms, the ant colony optimization, stochastic distributed searches, algorithms for team strategy, multi-agent systems, modeling intelligent cooperation, simulations of social behavior. The form of passing the course is passing the exam and completing a project task

• Team Strategies - sem. 2024/25

  e-Learning Courses

  • T. Białaszewski

  The main aim of the course is to familiarize students with the basic problems in team strategies, such as: the use of the particle swarm optimization algorithms, the ant colony optimization, stochastic distributed searches, algorithms for team strategy, multi-agent systems, modeling intelligent cooperation, simulations of social behavior. The form of passing the course is passing the exam and completing a project task

• Algorytmy Optymalizacji Dyskretnej - ed. 2021/2022

  e-Learning Courses

  • K. Pastuszak

  In real-world applications, many important practical problems are NP-hard, therefore it is expedient to consider not only the optimal solutions of NP-hard optimization problems, but also the solutions which are “close” to them (near-optimal solutions). So, we can try to design an approximation algorithm that efficiently produces a near-optimal solution for the NP-hard problem. In many cases we can even design approximation algorithms...

• Deep Learning Basics 2023/24

  e-Learning Courses

  • K. Draszawka

  A course about the basics of deep learning intended for students of Computer Science. It includes an introduction to supervised machine learning, the architecture of basic artificial neural networks and their training algorithms, as well as more advanced architectures (convolutional networks, recurrent networks, transformers) and regularization and optimization techniques.

• Energy Systems Stations, PG_00042106, W, PE-ET, sem.7, winter 2023/24

  e-Learning Courses

  • R. Liberacki

  Construction and operation of energy systems, based on the example of the ship power plant.

• Introductory CDIO Project [Energy Technologies][2021/22]

  e-Learning Courses

  • J. Guziński

  Design of complete prototype of Simple electronic circuit (DC-DC converter) with control based on integrated circuit.

• Introductory CDIO Project [Energy Technologies][2021/22]

  e-Learning Courses

  • J. Guziński

  Design of complete prototype of Simple electronic circuit (DC-DC converter) with control based on integrated circuit.

• Art Workshop III

  e-Learning Courses

  • Ł. Ławrynowicz
  • E. Urwanowicz
  • P. Sasin
  • K. Wróblewski

  Exploring the influence of light on form and space. Developing the ability to synthesise on the basis of analysis of phenomena and forms observed in nature. To become familiar with the basic elements of the sculpture workshop. Examples of issues: contrast of light and shadow; drawing study of light based on observation of a single object, light in interiors and architectural space; painting, sculpture: bust - interpretation;...

• Management and Economics 2022

  e-Learning Courses

  • B. Geniusz-Stepnowska

  Introduction to Management and Economics, Learning by Doing method based upon trends in geopolitics and modern economics frameworks,  strategy and Business Models Management Tools SEMESTR II Green Technologies and Monitoring

• Polyolefins, commercial and alternative routes toward the world’s most important polymer

  e-Learning Courses

  • M. Bagiński
  • M. Sienkiewicz
  • L. Jasińska-Walc

  The course will consist of lectures followed by discussions. Based on the gained knowledge the Students will be asked to prepare in teams a short essay how to economically produce a selected polyolefin and how to introduce the new product into the market.   

• Art Workshop I 2024/2025

  e-Learning Courses

  • Ł. Ławrynowicz
  • D. Krechowicz

   Drawing classes for first-year students of the Faculty of Architecture are aimed at developing basic drawing skills (learning composition, studying proportions, directions and contrasts, mutual relations of objects and chiaroscuro problems) based on the following topics: still life sketches, still life study, figure sketches in motion, character study. Classes are based on the observation of nature, which is an important element...

• Mechanics I, W/C, MiBM, sem. 02, lato 22/23 (PG_00050273)

  e-Learning Courses

  • O. Nosko

  The course provides students with basic knowledge of Classical Mechanics. Terms, assumptions, principles and methods of Statics, Kinematics and Kinetics are treated. General methods based on the principles of conservation of momentum and energy are considered for a particle, a body and a system of bodies. The main emphasis is on the development of skills to efficiently schematise, solve and analyse typical problems.

• Mechanics II, W/C, MiBM, sem. 03, zima 22/23 (PG_00055119)

  e-Learning Courses

  • O. Nosko

  The course provides students with basic knowledge of Classical Mechanics. Terms, assumptions, principles and methods of Statics, Kinematics and Kinetics are treated. General methods based on the principles of conservation of momentum and energy are considered for a particle, a body and a system of bodies. The main emphasis is on the development of skills to efficiently schematise, solve and analyse typical problems.

• Mechanics II, W/C, ZiIP, sem. 03, zima 23/24 (PG_00055119)

  e-Learning Courses

  • O. Nosko

  The course provides students with basic knowledge of Classical Mechanics. Terms, assumptions, principles and methods of Statics, Kinematics and Kinetics are treated. General methods based on the principles of conservation of momentum and energy are considered for a particle, a body and a system of bodies. The main emphasis is on the development of skills to efficiently schematise, solve and analyse typical problems.

• Mechanics I, W/C, ZiIP, sem. 02, lato 23/24 (PG_00050273)

  e-Learning Courses

  • O. Nosko

  The course provides students with basic knowledge of Classical Mechanics. Terms, assumptions, principles and methods of Statics, Kinematics and Kinetics are treated. General methods based on the principles of conservation of momentum and energy are considered for a particle, a body and a system of bodies. The main emphasis is on the development of skills to efficiently schematise, solve and analyse typical problems.

• Mechanics II, W/C, ZiIP, sem. 03, zima 24/25 (PG_00055119)

  e-Learning Courses

  • O. Nosko

  The course provides students with basic knowledge of Classical Mechanics. Terms, assumptions, principles and methods of Statics, Kinematics and Kinetics are treated. General methods based on the principles of conservation of momentum and energy are considered for a particle, a body and a system of bodies. The main emphasis is on the development of skills to efficiently schematise, solve and analyse typical problems.

• Modeling the Networks - ed. 2021/2022

  e-Learning Courses

  The goal of this course is to present optimization problems for road networks, where the road network is a set of n distinct lines, or n distinct (open or closed) line segments, in the plane, such that their union is a connected region.

• European Economic Development 2023

  e-Learning Courses

  • A. Parteka
  • R. Ślosarski

  Main aim of the subject is to transfer knowledge on theoretical and empirical aspects of economic development in Europe.  Key topics: •concepts of economic development, alternative measures of development •factors of economic growth and development (‘determinants of growth’) •history of economic development in Europe •cross-country and cross-regional comparisons •sources: where to find information and data needed for empirical...

• Art Workshop III

  e-Learning Courses

  • E. Urwanowicz

  The influence of light on form and space. Drawing and painting studies of light and shadow based on the observation of a single object and interior (or architectural space) are a pretext to show the variability of light and its influence on the perception of form, color, space and building a mood. An important element of the task is to express the value and color differences within the same matter depending on the type of light,...

• Urban Design Project III 2023/24

  e-Learning Courses

  • J. Martyniuk-Pęczek
  • M. Ahmadi
  • K. van Soelen

  # 15-minute CITY ... Gdynia MaŁy Kack The topic of the course will introduce the issues of building a neighborhood identity in the form of densification development.  The interdisciplinary team of instructors will introduce the issues of shaping urban structures based on contemporary trends in urban design.

• Decentralized energy systems. Social aspects of energy production and use (10h, 2 ECTS credits)

  e-Learning Courses

  • M. Galik
  • A. Klej
  • A. Augusiak

  The main aim of the course is to introduce students to the socio-political aspects of the decentralization of energy systems. The motivation behind these changes is not only due to technological developments or economic issues. The main driving force are wider social and political trends. Many energy supply projects that are being developed and implemented today assume an active role for consumers in energy production, who become...

• Elective seminar: Designing Urban Lighting for the Built Environment – from Theory to Practice

  e-Learning Courses

  • K. Zielińska-Dąbkowska
  • A. Zdanowicz

  Goal of the course:    Understanding the basic design issues related to illumination of the exterior spaces in the built environment  Course content / class schedule:   1.Student will learn the difference between Functional versus Decorative lighting in exterior spaces 2. Student will learn how artificial lighting can shape the appearance of an urban space 3. Student will learn necessary tools (luminaires, light sources,...

• Interactive Decision Making, Inżynieria Środowiska, Environmental Engineering, 2023/2024 (summer semester)

  e-Learning Courses

  • A. Jakubczyk-Gałczyńska
  • A. Siemaszko

  The course is designed for students of MSc Studies in Environmental Engineering (studies in Polish and English) Person responsible for the subject, carrying out lectures and tutorials: mgr inż. Agata.Siemaszko; agata.siemaszko@pg.edu.pl The person conducting the lectures and tutorials: dr inż. Anna Jakubczyk-Gałczyńska; anna.jakubczyk@pg.edu.pl The course is conducted using the Project-Based Learning (PBL) method. It provides...

• Systems Engineering Requirements for Rotating Machines (PG-00060237)

  e-Learning Courses

  • J. Szwedowicz

  Turbiny wiatrowe, gazowe, mikroturbiny, silniki lotnicze, turbosprężarki i inne systemy mechaniczne to przykłady maszyn wirujących, które wymagają wysoko wykwalifikowanych inżynierów. Powinni oni zrozumieć złożoność procesów projektowania i produkcji, w tym wytwarzania przyrostowego, oraz konserwacji prognostycznej opartej na inżynierii cyfrowej dla bezawaryjnej pracy silnika. Wind, gas, micro turbines, aircraft engines, turbochargers,...

• Elective design I: Waterfront Areas in a Changing Climate – Solutions for Gdańsk

  e-Learning Courses

  • J. Borucka
  • J. Szczepański
  • L. Nyka

  Elective design I:Waterfront Areas in a Changing Climate – Solutions for Gdańsk  for MSc in Arch. Seminars & assignments: 30 hTeacher: Lucyna Nyka, Jakub Szczepański, Justyna Borucka + assist. teacher from Gdańsk Tech Waterfront Areas in a Changing Climate – Solutions for Gdańsk – This course explores challenges, conflicts and concepts in waterfront areas, their connection to architectural and urban design in the time of...

• Corporate Governance 2022

  e-Learning Courses

  • L. Segreto

  The course deals with a broadened view of Corporate Governance since: a) It explores the dynamic relationships among the ownership structures, the governance structures, and the strategies that firms adopt. b) It relates to a variety of firms, including the specific case of family controlled companies. c) It is declined into two complementary perspectives: the managerial perspective, and the historical perspective based on international...

• ART WORKSHOP PLEIN AIR

  e-Learning Courses

  • J. Buczkowski
  • E. Urwanowicz
  • D. Krechowicz
  • A. Wancław

  ART WORKSHOP PLEIN AIR   Outdoor classes in the field of painting for students of the first year of the Faculty of Architecture are aimed at shaping basic painting skills. Students continue to learn the basics of the tempera painting technique, which they learned in the second semester. Learning the basics of the painting workshop is carried out by looking for combinations of forms, mutual color relationships and the influence...

• Water Supply and Wastewater Disposal - Nowy - Nowy

  e-Learning Courses

  • H. Al-Hazmi
  • E. Wojciechowska

  Kurs jest przeznaczony dla studentów 1 semestru studiów II stopnia stacjonarnych w języku angielskim - specjalność Environmental Engineering. Kurs ma na celu zapoznanie studentów z zagadnieniami dotyczącymi zasobów wodnych, ujęć i uzdatniania wody, odbioru, transportu i zagospodarowania ścieków i wód opadowych, ze szczególnym uwzględnieniem rozwiązań zdecentralizowanych (m.in. retencja i rozsączanie wód opadowych, rozwiązania kanalizacji...

• Wastewater Engineering 2020/21 (Environmental Engineering, II stopnia, stacjonarne, II semestr))

  e-Learning Courses

  • K. Czerwionka
  • J. Mąkinia

  Wastewater sources and flows Wastewater characterization based on physical and biodegradation criteria Preliminary treatment unit operations (screens, grit chambers, primary clarifiers) Biological processes (suspended growth vs. attached growth, hybrid systems, granular sludge) for wastewater treatment. Principles of biological nutrient removal (nitrification, denitrification, enhanced biological P removal,  anammox). Implementation...

• Art Composition

  e-Learning Courses

  • K. Wróblewski
  • P. Różycki

  Person in charge: prof. Krzysztof Wróblewski, Department of Visual Arts Teacher: mgr Patryk Różycki, Department of Visual Arts Five Words. Society and Politics. What? By What? General assumptions. The aim of the proposed two artistic compositions is a creative processing of emotions related to the socio-political issues. In general, it is about personal views and feelings, but it must be also considered that architects are...

• MICROECONOMETRICS (PG_00060790)

  e-Learning Courses

  • P. Paradowski

  Explains the importance and interrelations between factors describing economic and social phenomena, based on microdata, selecting appropriate econometric tools allowing for their proper interpretation.  Subject contents: 1. Introduction to microeconometrics2 Linear models3. Blinder-Oaxaca decomposition4. Models of qualitative binomial variables (logit, probit)5. Models of polynomial variables (logit polynomial model, conditional...

• Wastewater Engineering 2021/22 (Environmental Engineering, II stopnia, stacjonarne, II semestr))

  e-Learning Courses

  • K. Czerwionka
  • J. Mąkinia

  Wastewater sources and flows Wastewater characterization based on physical and biodegradation criteria Preliminary treatment unit operations (screens, grit chambers, primary clarifiers) Biological processes (suspended growth vs. attached growth, hybrid systems, granular sludge) for wastewater treatment Principles of biological nutrient removal (nitrification, denitrification, enhanced biological P removal, anammox) Implementation...

• Wastewater Engineering 2022/23 (Environmental Engineering, II stopnia, stacjonarne, II semestr))

  e-Learning Courses

  • K. Czerwionka
  • J. Mąkinia

  Wastewater sources and flows Wastewater characterization based on physical and biodegradation criteria Preliminary treatment unit operations (screens, grit chambers, primary clarifiers) Biological processes (suspended growth vs. attached growth, hybrid systems, granular sludge) for wastewater treatment Principles of biological nutrient removal (nitrification, denitrification, enhanced biological P removal, anammox) Implementation...

• 20232024_Elective design II_CULTURAL HERITAGE ROUTES_Gdańsk Measuring the city, advanced digital surveying techniques for cultural heritage documentation

  e-Learning Courses

  • J. Borucka

  Cultural Heritage Routes – Gdańsk. This course explores challenges, conflicts and concepts of cultural heritage preservation and protection at urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and develop innovative...

• Wastewater Engineering 2024/25 (Environmental Engineering, II stopnia, stacjonarne, II semestr)

  e-Learning Courses

  • J. Mąkinia

  Wastewater sources and flows Wastewater characterization based on physical and biodegradation criteria Preliminary treatment unit operations (screens, grit chambers, primary clarifiers) Biological processes (suspended growth vs. attached growth, hybrid systems, granular sludge) for wastewater treatment Principles of biological nutrient removal (nitrification, denitrification, enhanced biological P removal, anammox) Implementation...

• Wastewater Engineering 2023/24 (Environmental Engineering, II stopnia, stacjonarne, II semestr)

  e-Learning Courses

  • J. Mąkinia

  Wastewater sources and flows Wastewater characterization based on physical and biodegradation criteria Preliminary treatment unit operations (screens, grit chambers, primary clarifiers) Biological processes (suspended growth vs. attached growth, hybrid systems, granular sludge) for wastewater treatment Principles of biological nutrient removal (nitrification, denitrification, enhanced biological P removal, anammox) Implementation...

• SUMMER SCHOOL: Arch Drawing 2/ Elective design II: CULTURAL HERITAGE ROUTES – GDAŃSK FORTIFICATION SYSTEM _2023

  e-Learning Courses

  • A. Azadgar
  • J. Badach
  • J. M. Józekowski
  • J. Gorzka
  • J. Borucka
  • P. Samól
  • S. Kowalski
  • D. Cyparski
  • A. Orchowska
  • K. Życzkowska
  • M. Kwasek

  Cultural Heritage Routes – Gdańsk Fortification System This course explores challenges, conflicts and concepts of cultural heritage preservation and protection in urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and...

• 20232024_Elective design II_CULTURAL HERITAGE ROUTES_Gdańsk Drawing architecture to understand the city

  e-Learning Courses

  • J. Borucka

  Cultural Heritage Routes – Gdańsk. This course explores challenges, conflicts and concepts of cultural heritage preservation and protection at urban level, their connection to architectural and urban design in the time of digitalisation and their importance for a future of the cities. The aim of this course, based on the case study city of Gdańsk, is to understand the problem of cultural heritage and develop innovative...

• Advanced Mechanics of Marine Structures I, MSc, Summer 2022-2023, [L,T], PG_00051723

  e-Learning Courses

  • B. Rozmarynowski

  1.  Literature overview,  definition of marine and offshore structures, ocean engineering technologies and mechanical aspects, structural systems applied, jack-up drilling platforms and structural elements. 2. Tensor algebra fundamentals,  stress and small strain states of a solid, constitutive relations. 3. SDOF and MDOF dynamic systems, damping and added masses in offshore vibrations,  generalised eigenvalue problem, forced vibrations...

• Biometria i przetwarzanie mowy 2023

  e-Learning Courses

  • J. Daciuk

  {mlang pl} Celem kursu jest zapoznanie studentów z: metodami ustalania i potwierdzania tożsamości ludzi na podstawie mierzalnych cech organizmu cechami mowy ludzkiej, w szczególności polskiej metodami rozpoznawania mowy metodami syntezy mowy {mlang} {mlang en} The aim of the course is to familiarize the students with: methods of identification and verification of identity of people based on measurable features of their...