University of Mumbai Semester 7 (BE Fourth Year) Soft Computing Syllabus - Free PDF Download
University of Mumbai Syllabus 2025-26 Semester 7 (BE Fourth Year): The University of Mumbai Semester 7 (BE Fourth Year) Soft Computing Syllabus for the examination year 2025-26 has been released by the , University of Mumbai. The board will hold the final examination at the end of the year following the annual assessment scheme, which has led to the release of the syllabus. The 2025-26 University of Mumbai Semester 7 (BE Fourth Year) Soft Computing Board Exam will entirely be based on the most recent syllabus. Therefore, students must thoroughly understand the new University of Mumbai syllabus to prepare for their annual exam properly.
The detailed University of Mumbai Semester 7 (BE Fourth Year) Soft Computing Syllabus for 2025-26 is below.
University of Mumbai Semester 7 (BE Fourth Year) Soft Computing Revised Syllabus
University of Mumbai Semester 7 (BE Fourth Year) Soft Computing Course Structure 2025-26 With Marking Scheme
| # | Unit/Topic | Weightage |
|---|---|---|
| 1 | Introduction to Soft Computing | |
| 2 | Neural Networks | |
| 2.01 | Basics of Neural Networks | |
| 2.02 | Supervised Learning Algorithms | |
| 2.03 | Un-supervised Learning Algorithms | |
| 3 | Fuzzy Set Theory | |
| 4 | Hybrid System | |
| 5 | Introduction to Optimization Techniques | |
| 6 | Genetic Algorithms and Its Applications | |
| Total | - |
