2019培养计划-自动化人工智能方向

华中科技大学2019华中科技大学2019级本科专业培养计划••172•华中科技大学2019华中科技大学2019级本科专业培养计划••172•自动化专业人工智能方向本科培养计划UndergraduateProgramforSpecialtyinArtificialIntelligence一、培养目标工.EducationalObjectives培养具有良好的思想品德和文化修养、专业理论基础宽厚扎实、富于现代科学创新意识，在人工智能领域从事理论研究、科技开发与组织管理的高素质复合型人才。Aimingatpreparingstudentsforgoodmoralcharacter,highqualityeducation,generousandbasicspecialtytheoryandmodernscientificoriginalconsciousness,theprogramproducescomprehensivequalitiesofstudentswhocangoinfortheoreticalstudy,scientificdevelopmentandmanagementinthefieldofcontrollablescienceandengineeringproject.二、基本规格要求口.SkillsOutcomes学生掌握电子、计算机、通信和控制等多学科交叉知识，能够根据视觉、语言、大规模数据库之类的复杂输入进行决策或者增强人类的能力。毕业生应具备以下素质、知识和能力：1．具有较高的人文科学修养、扎实的自然科学基础和工程应用技术的综合素质；2．掌握人工智能领域的宽厚理论基础知识和专业知识，了解本专业学科前沿的发展趋势；3．在机器学习与数据挖掘、智能系统与应用等方面具有较强的科学研究、技术开发与组织管理能力；4．具有获取新知识和创新的能力。Havingtheabilityofsystematicallyandfirmlygaininginformation,processing,analyzing,designingandmakingpolicyinthefieldofmoderncontrollablesystem,studentsaresupposedtoobtain:1．Comprehensivequalityofbothnaturalscience,humanitiesandartsandabilityinengineeringapplication;2．Basictheoriesandskillsofcontrollingscienceandengineering,knowledgeofthedevelopmentinthefrontofthediscipline;3．Abilityofstudying,developingandorganizingincontrollingmodernindustrialprocessandautomaticinstruments;4．Abilityofobtainingnewknowledgeandsenseofinnovation.三、培养特色皿ProgramHighlights1．以机器学习与数据挖掘为基础；控（制）管（理）结合、强（电）弱（电）并重、软（件）硬（件）兼施。．Thisprogramisbasedonmoderncontrol,electronics,informationandInternettelecommunication;．Thisprogramisthecombinationofcontrolandmanagement,softwareandhardware.四、主干学科.MajorDisciplines人工智能ArtificialIntelligence五、学制与学位.LengthofSchoolingandDegree修业年限：四年Duration:4years授予学位：工学学士DegreesConferred:BachelorofEngineering六、学时与学分.Hours/Credits完成学业最低课内学分（含课程体系与集中性实践教学环节）要求：160学分MinimumCreditsofCurricular（Comprisingcoursesystemandintensifiedinternshippracticaltraining）:160credits完成学业最低课外学分要求：5学分MinimumExtracurricularCredits:5credits.课程体系学时与学分CourseCreditsHoursandUnits课程类别课程性质学时/学分占课程体系学分比例（％）素质教育通识课程必修512/2817选修160/106学科基础课程必修784/43.828专业课程专业核心课程必修480/26.518

专业选修课程专业限选432/2616专业任选480/105集中性实践教育环节必修32w/1610合计2416+32w/160100CourseClassifiedCourseNatureHrs/CrsPercentage(%)Essential-qualities-orientedEducationGeneralCoursesRequired512/2817Elective160/106BasicCoursesinDisciplineRequired784/4528CoursesinSpecialtyCoreCoursesinSpecialtyRequired480/28.518ElectiveCoursesinSpecialtyElective432/2516ElectiveCoursesinSpecialtyElective480/7.55PracticalTrainingRequired32w/1610Total2416+32w/160100．集中性实践教学环节周数与学分PracticumCredits实践教学环节名称课程性质周数/学分占实践教学环节学分比例（％）军事训练必修2/16.25C语言程序设计课程设计必修3/1.59.4生产实习（社会实践）必修2/16.25图像处理与模式识别课程设计必修3/1.59.4机器学习与数据挖掘课程设计必修3/1.59.4自主智能系统课程设计必修3/1.59.4毕业设计（论文）必修16/850.032/16100Internship&PracticalTrainingCourseNatureWeeks/CreditsPercentage(%)MilitaryTrainingRequired2/16.3CProgrammingCourseProjectRequired3/1.59.4EngineeringInternship(SocialPractice)Required2/16.3CourseProjectofImageProcessing&PatternRecognitionRequired2/16.3CourseProjectofMachineLearning&DataAnalysisRequired3/1.59.4CourseProjectofAutonomousIntelligentSystemRequired3/1.59.4UndergraduateThesisRequired16/850.0Total32/16100.0.课外学分ExtracurricularCredits序号课外活动名称课外活动和社会实践的要求课外学分1社会实践活动提交社会调查报告，通过答辩者2个人被校团委或团省委评为社会实践活动积极分子者，集体被校团委或团省委评为优秀社会实践队者22思政课社会实践提交调查报告，取得成绩2

3英语及计算机考试全国大学英语六级考试考试成绩达到学校要求者2托福考试达90分以上者3雅思考试达6.5分以上者3GRE考试达325分以上者3全国计算机等级考试获二级以上证书者2全国计算机软件资格、水平考试获程序员证书者2获高级程序员证书者3获系统分析员证书者44竞赛校级获一等奖者3获二等奖者2获三等奖者1省级获一等奖者4获二等奖者3获三等奖者2全国获一等奖者6获二等奖者4获三等奖者35论文在全国性刊物发表论文每篇论文2~36科研视参与科研项目时间与科研能力每项1~37创新创业活动视创新情况每项1~3注：参加校体育运动会获第一名、第二名者与校级一等奖等同，获第三名至第五名者与校级二等奖等同，获第六至第八名者与校级三等奖等同。No.ExtracurricularActivitiesandSocialPracticeRequirementsExtracurricularCredits1ActivitiesofSocialPracticeSubmitreportandpassoraldefense2EntitledasActivistbytheCommunistYouthLeagueofHUSTorHubeiProvince;MembershipofthegroupwhichisentitledasExcellentSocialPracticeGroupbytheCommunistYouthLeagueofHUSTorHubeiProvince22IdeologicalandpoliticalcourseSocialPracticeSubmitareportandobtainapassingscore2continueNo.ExtracurricularActivitiesandSocialPracticeRequirementsExtracurricularCredits3ExaminationsinEnglishandComputerCET-6StudentswhoseBand-6examscoresaccordourrequirements2TOEFL90PointsorHigher3IELTS6.5PointsorHigher3GRE325PointsorHigher3NationalComputerRankExaminationWincertificateofBand-2orhigher2NationalComputerSoftwareQualificationWincertificateofprogrammer2WincertificateofAdvancedProgrammer3WincertificateofSystemAnalyst44CompetitionsUniversityLevelWinfirstprize3Winsecondprize2Winthirdprize1ProvincialLevelWinfirstprize4Winsecondprize3WinThirdprize2NationalLevelWinfirstprize6Winsecondprize4Winthirdprize35ThesisThosewhosethesisappearsinnationalpublicationsPerpiece2~36ScientificResearchDependingonboththetimespentinandabilitydemonstratedinscientificresearchprojectEachitem1~37ExperimentsDependingoninnovativeextentEachitem1~3Note:InHUSTSportsMeeting,thefirstandthesecondprize,thethirdtothefifthprizeandthesixthprizetotheeighthprizearedeemedrespectivelythefirstprize,thesecondprizeandthethirdprizeofuniversitylevel.七、主要课程及创新创业课程皿.MainCoursesandInnovation（Entrepreneurship）Courses（一）主要课程MainCourses电路理论CircuitTheory、模拟电子技术（二）AnalogElectronics、数字电路与逻辑设计（一）DigitalCircuitandLogicDesign（I）、微机原理MicrocontrollerTheory、自动控制原理（一）ControlTheory（工）、自动控制原理（二）ControlTheory（U）、数据结构DataStructure、人工智能ArtificialIntelligence、机器学习MachineLearning、 模式识别PatternRecognition（二）创新创业课程Innovation（Entrepreneurship）Courses创新意识启迪类课程OrientationalInnovation（Entrepreneurship）Courses:信息技术基础IntroductiontoInformationTechnologies创新能力培养类课程Capacity-buildingInnovation（Entrepreneurship）Courses：文献检索与科技论文写作DocumentRetrieval&ScientificPaperWriting.创新实践训练类课程InnovativePracticeTrainingCourses：科学技术史CourseProjectsofAutonomousIntelligentSystem八、主要实践教学环节（含专业实验）V皿.MainInternshipandPracticalTraining（Includingexperiments）

军事训练MilitaryTraining、生产实习EngineeringInternship、课程设计CourseProject、毕业设计UndergraduateThesis九、教学进程计划表IX.TableofTeachingSchedule专业：自动化院（系）：人工智能与自动化学院专业：自动化课程类别coursetype课程性质required/elective课程代码coursecode课程名称coursename学时hrs学分crs其中Including设置学期semester实验exp.上机operationes素质教育通识课程Es必修RequiredMAX0021思想道德修养与法律基础Morals&Ethics&FundamentalsofLaw402.51必修RequiredMAX0041中国近现代史纲要SurveyofModernChineseHistory402.52必修RequiredMAX0011马克思主义基本原理BasicTheoryofMarxism402.53必修RequiredMAX0001毛泽东思想和中国特色社会主义理论体系概论GeneralIntroductiontoMaoZedongThoughtandSocialistTheorywithChineseCharacteristics724.54必修RequiredMAX0031形势与政策CurrentAffairsandPolicy3225-7n题-修1Requiredities-orienteRMWZ0001军事1理论onGeneralCoursesMilitaryTheory1611必修RequiredCHI0001中国语文Chinese3221必修RequiredSFL0001综合英语（一）FundamentalEnglish（工）563.51必修RequiredSFL0011综合英语(二)FundamentalEnglish(II)563.52必修RequiredPHE0001大学体育（一）PhysicalEducation（工）3211必修RequiredPHE0011大学体育(二)PhysicalEducation(I)3212必修RequiredPHE0021大学体育（三）PhysicalEducation（印）3213必修RequiredPHE0031大学体育(四)PhysicalEducation(IV)3214选修Elective从不同的课程模块中修读若干课程，艺术类课程不彳低于2学分，总学分不彳低于10学分GeneralEducationCourses（elective）160102-8School(Department):SchoolofArtificialIntelligenceandAutomationSpecialty:Automation

必修RequiredMAT0551微积分（一）上AdvancedMathematics（工）885.51必修RequiredMAT0531微积分(一)下AdvancedMathematics^)885.52必修RequiredMAT0721线性代数LinearAlgebra402.51必修RequiredMAT0561复变函数与积分变换ComplexFunctionandIntegralTransform402.52续表课程类别coursetype课程性质required/elective课程代码coursecode课程名称coursename学时hrs学分crs其中Including设置学期semester实验exp.上机operationBasicC学科基础课程必修RequiredMAT0591概率论与数理统计ProbabilityandMathematicsStatistics402.53必修RequiredMAT52n离散数学DiscreteMathematics4832必修RequiredPHY05n大学物理（一）Physics（1）6442必修RequiredPHY0521大学物理（二）Physics（n）6443,必修,oursesinRequiredDHYpgni物理实验(一)PhysicsExperiments(1)321322必修RequiredPHY0561物理实验(二)PhysicsExperiments(II)240.8243必修RequiredEEE0721电路理论（五）CircuitTheory（V）644103必修RequiredEIC0751数字电路与逻辑设计(一)DigitalCircuitandLogicDesign(1)402.54必修RequiredEIC0591模拟电子技术（二）AnalogElectronics（I）4834必修RequiredEIC0551电子线路设计、测试及实验(一)ElectronicCircuitryDesignTestandExperiments(I)321324必修RequiredEIC0541电子线路设计、测试及实验(二)ElectronicCircuitryDesignTestandExperiments(I)321324coulees业核心课程Cor必修；RecSpredi/AUT05niltyC语言程序设计AdvancedProgrammingLanguage(C)563.5202必修RequiredAUT56n数据结构DataStructure483123必修eRequiredAUT2241人工智能导论ArtificialIntelligence3224必修RequiredAUT5951数据科学基础FoundationofDataScience3224

必修RequiredAUT2101控制原理ControlTheory563.585必修RequiredAUT2251最优化理论与方法OptimizationTheoryandMethod3225必修RequiredAUT0541计算机组成原理ComputerofProgramming643.5165必修RequiredAUT5381计算机网络ComputerControlTechnology402.586必修RequiredAUT5551模式识别PatternRecognition3225必修RequiredAUT2071计算机控制技术ComputerControlTechnology3226续表课程类别coursetype课程性质required/elective课程代码coursecode课程名称coursename学时hrs学分crs其中Including设置学期semester实验exp.上机operation专业选修课程Elect专业选修课程（A类）ElectivesinSpecialty（A）43226选修ElectiveAUT5792系统建模SystemModeling3223选修ElectiveAUT5991算法分析与设计AlgorithmicAnalysis&Design3223选修ElectiveAUT6121神经网络NeuralNetwork3224选修ElectiveAUT5662数字信号处理DigitalSignalProcessing3225选修ElectiveAUT5641数字图像处理DigitalImageProcessing3225选修iEeecflveseAUWal机器学习MachineLearning3226选修ElectiveAUT6231智能芯片设计DesignofIntelligentChip3226选修ElectiveAUT5351计算机视觉ComputerVision3226选修ElectiveAUT5501人机交互技术Human-computerInteractionTechnology3226选修ElectiveAUT6081脑与认知科学导论IntroductiontoBrainandCognitionScience16146选修ElectiveAUT6221智能系统综合实验ExperimentofIntelligentSystem321326选修ElectiveAUT61n人工智能安全ArtificialIntelligenceSecurity3227选修ElectiveAUT5981认知工程CognitiveEngineering3227选修ElectiveAUT6101群体智能SwarmIntelligence3227

专业选修课程（B类）ElectivesinSpecialty（B）16010选修ElectiveAUT5801信息技术导论IntroductiontoInformationTechnologies241.51选修ElectiveAUT6161文献检索与科技论文写作DocumentRetrieval&ScientificPaperWriting1612选修ElectiveAUT6021工程伦理（案例讲座）EngineeringEthic3222选修ElectiveAUT6001Python语言设计PythonProgramming402.5163选修ElectiveAUT0531计算方法（（二）ComputationalMethod（n）3223续表课程类别coursetype课程性质required/elective课程代码coursecode课程名称coursename学时hrs学分crs其中Including设置学期semester实验exp.上机operation专业选修课程Elect选修Elec