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Mathematico-logical heuristics

🌐 public · created AE531017 (17.10.2023) · by DDH · open in the standard editor view · 📽 open as presentation

Mathematico-logical heuristics involve using structured mathematical or logical methods to solve problems. They include techniques like calculus for optimizing functions, linear programming for maximizing or minimizing linear objectives under constraints, and 3-SAT for solving complex logical puzzles. These heuristics apply rigorous mathematical rules and logic to break down and solve problems step-by-step. They are especially useful for structured problems where precise, logical solutions are needed, like in operations research, computer science, and engineering.

Ancestors (1 superordinated path)

root/ baumhaus.digital/ Design & Computation/ Perspectives in Engineering/ IOPS/ Heuristics/ Mathematico-logical heuristics

Descendants (at least 11 branches originate here)

  • Mathematico-logical heuristics
    Mathematico-logical heuristics involve using structured mathematical or logical methods to solve problems. They include techniques like calculus for optimizing
    • is_parent 3-SAT Problem ·
      The 3-SAT (3-Satisfiability) problem is a classic question in computer science and mathematical logic. It's a specific type of Boolean satisfiability problem. I
    • is_parent Calculus
      Calculus-based heuristics, like Newton's method or gradient descent, use principles of calculus to find solutions to complex problems. They involve calculating
      • is_parent Newton's method ·
        Newton's Method is a calculus-based technique to find the roots of a function, where the function equals zero. It starts with a guess and repeatedly applies a f
      • is_parent Gradient descent ·
        Gradient Descent is a method used to find the minimum of a function. Imagine walking downhill towards the lowest point in a valley—that's what this method does
    • contains Linear Programming
      Linear Programming (LP) is a mathematical method used to find the best outcome in a model whose requirements are represented by linear relationships. It's like
      • is_parent Simplex Algorithm ·
        Imagine you have a map with various paths and you need to find the shortest way to a treasure. Each path has its own rules, like how much weight you can carry o
      • is_parent Tangle v0.0.1 Optimization ·
        Here is a CSV containing information about nutritive values of different vegetables growable in a German garden, last column also contains expected yield per sq
      • is_parent Diet Problem ·
        Diet Problem (DP) involves finding the most cost-effective diet that meets all nutritional requirements. Imagine you have a list of foods, each with its own nut
      • is_parent Fossil-Free Frontier ·
        This project’s main goal is a linear programming model that re-envisions ambitious yet feasible renewable energy goals for key regions by focusing on the
      • is_parent Summary ·
        Focus: LP deals specifically with linear equations and inequalities. This means it works with problems where relationships are represented as straight lines (he
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