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4.12 Decision Making and Optimization



               4.12       Decision Making and Optimization


                   Optimization problems aim to find the best possible decision under given constraints.

               This is common in:

                   ˆ   cheduling                                                                                               S

                   ˆ   esource allocation                                                                                      R
                   ˆ   etwork routing                                                                                          N

               Decision-making techniques guide optimization algorithms.



               4.13       Ethical Decision Making in Computing

                   Decision making in computing also involves ethical considerations, especially in:

                   ˆ   I systems                                                                                               A

                   ˆ   ata privacy                                                                                             D

                   ˆ   utomated decision making                                                                                A
               Decisions must consider fairness, transparency, and accountability.



               4.14       Developing Decision-Making Skills in Students


                   Students can improve decision-making skills by:

                   ˆ   olving real-world problems                                                                              S

                   ˆ   omparing multiple solutions                                                                             C
                   ˆ   valuating trade-offs                                                                                    E

                   ˆ   racticing AI and data-driven projects                                                                   P

               Strong decision-making skills lead to better system design and innovation.


               4.15       Applications in Computing and Information Sci-


                          ences


                   Decision-making models are applied in:

                   ˆ   rtificial intelligence                                                                                  A

                   ˆ   oftware engineering                                                                                     S

                   ˆ   ata science                                                                                             D
                   ˆ   ybersecurity                                                                                            C




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