Hiroshima University Syllabus

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Academic Year School/Graduate School Lecture Code 2022Year School of Engineering K5130010 Specialized Education 数理最適化 スウリサイテキカ Mathematical Optimization KITAMURA MITSURU キタムラ　ミツル Higashi-Hiroshima 2nd-Year,  Second Semester,  4Term (4T) Thur5-8：ENG 115 Lecture Face-to-face Lecture if possible 2.0 J : Japanese 3 : Undergraduate High-Intermediate 25 : Science and Technology 10 : Integrated Engineering 2nd year students Optimization Program of Mechanical Systems Engineering（Abilities and Skills）・Acquring basis of mechanical system engineering steadily and developing the applied skill.Program of Transportation Systems（Knowledge and Understanding）・The area of systems: Technical knowledge on systems, information and transportation systems relating to transportation equipment and coexistence with the environment（Abilities and Skills）・The area of systems: The ability to apply technical knowledge of systems, information and transportation systems to solve issues relating to the areas of transportation equipment and coexistence with the environment Optimization lesson 1 Guidance and Linear Programinglesson 2 Slack variables and Simplex methodlesson 3 Dual problemlesson 4 Multi objective problemlesson 5 Nonlinear optimization problem, Taylor expansion equation and Numerical derivativeslesson 6 One variable search and Steepest descent methodlesson 7 Newton methodlesson 8  Quasi-Newton methodlesson 9 Quasi-Newton method,  Conjugate gradient methodlesson 10 Conjugate gradient method (step version), Successive linear programming (SLP)lesson 11 Penalty function method, SUMT methodlesson 12 Lagrange multiplier methodlesson 13 Inequality constraint problemlesson 14 Krush-Kuhn-Tucker condition (KKT condition)lesson15 Genetic AlgorithmFinial examination is given Text Textbook and PC.Sometime Excel is used. Study hard Examinations and homework Please fill in the class improvement questionnaire which is carried out on all classes.Instructors will reflect on your feedback and utilize the information for improving their teaching.
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