Report results for at least two different values of k.Include relevant excerpts of commented Python code to implement the solution. Table 1: Example of results summary (numbers are not realistic)AlgorithmIterations # Items Selected WeightObjectiveLocal Search (Best Improvement)Local Search with Random Restarts (k = 100)Local Search with Random walk (p = 0.25)3102951049971171212114721028732184etc.Knapsack Problem Definition Given n different items, where each item i has an assigned value (v¿) andweight (w), select a combination of the items to maximize the total value without exceeding the weightlimitations, W, of the knapsack.IMPORTANT!: When generating random problem instance set you must use the code provided and values:n = - 150; max weight of 2500; and, use a seed value (for the random number generator) of 51132023.1

Key references: Cacchiani, V., Iori, M., Locatelli, A., & Martello, S. (2022). Knapsack…

Answered: Report results for at least two…

Database System Concepts

7th Edition

ISBN:9780078022159

Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan

Chapter1: Introduction

Section: Chapter Questions

Problem 1PE

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