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[ DevCourseWeb.com ] Udemy - A.I. and Combinatorial Optimization with Meta-Heuristics
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2022-4-26 12:20
2024-12-29 13:06
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3.61 GB
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Udemy
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A
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and
Combinatorial
Optimization
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Meta-Heuristics
文件列表
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
9.39MB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.mp4
20.22MB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.mp4
51.3MB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.mp4
44.51MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).mp4
26.06MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.mp4
39.12MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.mp4
42.28MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.mp4
61.16MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.mp4
25.79MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.mp4
27.02MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.mp4
64.96MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.mp4
75.94MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.mp4
52.32MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.mp4
19.77MB
~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.mp4
25.44MB
~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.mp4
18.92MB
~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.mp4
23.72MB
~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.mp4
20.75MB
~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.mp4
17.08MB
~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.mp4
11.75MB
~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.mp4
12.31MB
~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.mp4
23.34MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.mp4
34.68MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.mp4
22.45MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.mp4
87.28MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.mp4
42.83MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.mp4
54.38MB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.mp4
29.06MB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.mp4
22.75MB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.mp4
59.57MB
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.mp4
21.29MB
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.mp4
96.75MB
~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.mp4
49.03MB
~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.mp4
40.15MB
~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.mp4
52.07MB
~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.mp4
24.26MB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.mp4
55.43MB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.mp4
106.14MB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.mp4
34.84MB
~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.mp4
15.4MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.mp4
13.68MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.mp4
17.6MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.mp4
18.96MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.mp4
14.41MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.mp4
13.16MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.mp4
15.14MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.mp4
20.43MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.mp4
15.71MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.mp4
8.38MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.mp4
6.78MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.mp4
28.16MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.mp4
25.08MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.mp4
16.74MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.mp4
20.63MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.mp4
17.81MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.mp4
31.41MB
~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.mp4
17.29MB
~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.mp4
15.38MB
~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.mp4
35.28MB
~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.mp4
15.01MB
~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.mp4
14.82MB
~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.mp4
18.85MB
~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.mp4
46.12MB
~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.mp4
8.15MB
~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.mp4
12.17MB
~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.mp4
18.28MB
~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.mp4
8.9MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp4
37.29MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.mp4
14.73MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.mp4
18.51MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.mp4
34.48MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.mp4
24.45MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.mp4
30.99MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.mp4
38.5MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.mp4
47.15MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp4
13.84MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.mp4
50.58MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp4
25MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp4
24.96MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.mp4
21.74MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp4
39.32MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp4
22.88MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp4
12.51MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.mp4
18.17MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.mp4
21.16MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.mp4
33.28MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.mp4
21.79MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.mp4
15.66MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.mp4
40.17MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp4
10.49MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp4
33.59MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp4
30.99MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.mp4
19.13MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.mp4
18.03MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.mp4
21.24MB
~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp4
17.17MB
~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.mp4
15.24MB
~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.mp4
33.77MB
~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.mp4
36.26MB
~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.mp4
31.51MB
~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.mp4
19.29MB
~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.mp4
33.84MB
~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.mp4
27.69MB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.mp4
26.9MB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.mp4
48.54MB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.mp4
8.11MB
~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).mp4
41.42MB
~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.mp4
70.69MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.mp4
32.47MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.mp4
29.52MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.mp4
16.87MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.mp4
19.81MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.mp4
15.27MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.mp4
11.36MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.mp4
14.91MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.mp4
72.3MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.mp4
20.72MB
~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.mp4
37.08MB
~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.mp4
29.28MB
~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.mp4
31.39MB
~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.mp4
48.87MB
~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.mp4
17.93MB
~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.mp4
17.74MB
~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.mp4
33.57MB
~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.mp4
39.68MB
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