【正文】 Kun Ming University of Science and TechnologyBachelor39。s Degree ThesisGeic Algorithm for 01 Knapsack ProblemCollege： Faculty of Information Engineering and Automation Profession： Automation Class Three, Grade 2022 Name： Number： Teacher： Position： Experimentalist Time: March 2022—June 2022 設(shè)計(jì)（論文）專用紙 畢業(yè)設(shè)計(jì)（論文）任務(wù)書 信自 院 自動(dòng)化 專業(yè) 09 級(jí)學(xué)生姓名： 畢業(yè)設(shè)計(jì)（論文）題目： 基于遺傳算法的 01 背包問題研究 畢業(yè)設(shè)計(jì)（論文）內(nèi)容： 背包問題的數(shù)學(xué)描述；； 01 背包問題，并在 matlab 環(huán)境中實(shí)現(xiàn)仿真； matlab 環(huán)境中進(jìn)行 GUI 界面設(shè)計(jì)，實(shí)現(xiàn)相關(guān)參數(shù)的輸入與進(jìn)化曲線的輸出顯示。關(guān)鍵詞：01 背包問題；遺傳算法；種群規(guī)模；Matlab；GUI 設(shè)計(jì)（論文）專用紙 第 I 頁AbstractThis paper introduces the basic concept of 01 knapsack problem, solving 01 knapsack problem, the paper summarized the traditional methods。 Using Matlab simulation platform for 2 example was tested and proved the effectiveness of the geic algorithm for solving knapsack problem。 Design a graphical user interface (GUI), realize the input parameters and the simulation results showKey Words：01 knapsack problem；Geic algorithm；Popsize ；Matlab；GUI 設(shè)計(jì)（論文）專用紙 第 II 頁目錄摘要 .....................................................................................................................................................................IABSTRACT ......................................................................................................................................................II目錄 ..................................................................................................................................................................III前言 ....................................................................................................................................................................V第一章 緒 論 ...................................................................................................................................................1 背包問題簡介 ..........................................................................................................................................1 01 背包問題背景 .............................................................1 背包問題的研究現(xiàn)狀 ...........................................................1 遺傳算法簡介 ..........................................................................................................................................2 遺傳算法的研究現(xiàn)狀與發(fā)展趨勢(shì) ................................................3 遺傳算法的特點(diǎn) ..............................................................5 遺傳算法分類 ................................................................6 遺傳算法的應(yīng)用 ...............................................................7 本文主要工作 ..........................................................................................................................................7第二章 基于遺傳算法的 01 背包問題研究 .................................................................................................9 遺傳算法的思想 ......................................................................................................................................9 遺傳算法的數(shù)學(xué)基礎(chǔ) ..........................................................10 遺傳算法基本原理 ............................................................12 遺傳算法的實(shí)現(xiàn)過程 ..........................................................13 使用遺傳算法求解 01 背包問題 ........................................................................................................16 數(shù)值試驗(yàn)以及結(jié)果分析 .......................................................................................................................20 算例 1 ......................................................................21 算例 2 ......................................................................24第三章 GUI 界面設(shè)計(jì) ..................................................................................................................................29 概述 ........................................................................................................................................................29 GUI 界面設(shè)計(jì) ........................................................................................................................................29 界面設(shè)計(jì)步驟 .............................................................29 界面運(yùn)行結(jié)果 ................................................................33第四章 結(jié)論與展望 .........................................................................................................................................36 結(jié)論 .........................................................................................................................................................36 展望 ........................................................................................................................................................36總結(jié)與體會(huì) .......................................................................................................................................................38 設(shè)計(jì)（論文）專用紙 第 III 頁致謝 ...................................................................................................................................................................40參考文獻(xiàn) ...........................................................................................................................................................41附錄一 源程序 .................................................................................................................................................43MATLAB 主