From b74490c4fa774e33ee558d5de55e2455d60905a7 Mon Sep 17 00:00:00 2001 From: Cricial <2911646453@qq.com> Date: Wed, 17 Jun 2026 13:01:05 +0800 Subject: [PATCH] no message --- .idea/csv-editor.xml | 14 + .idea/dataSources.local.xml | 2 +- .../3ce7b935-0ff7-47a3-aaa8-91063c963644.xml | 2 +- .../schema/information_schema.FNRwLQ.meta | 2 + .../schema/performance_schema.kIw0nw.meta | 2 + .idea/dataSources/data_sources_history.xml | 26 ++ .../__pycache__/controller_db.cpython-38.pyc | Bin 10384 -> 10441 bytes .../__pycache__/creating.cpython-38.pyc | Bin 1530 -> 1579 bytes .../__pycache__/evaluate_func.cpython-38.pyc | Bin 8284 -> 8622 bytes GA_Agent_0925/convergence.png | Bin 187506 -> 0 bytes GA_Agent_0925/convergence0119.png | Bin 77840 -> 0 bytes GA_Agent_0925/convergence1.png | Bin 251313 -> 0 bytes GA_Agent_0925/evaluate_func.py | 3 +- GA_Agent_0925/ga_convergence_me_.png | Bin 0 -> 138220 bytes GA_Agent_0925/myplot.png | Bin 40219 -> 0 bytes GA_Agent_0925/废案/GA_random.py | 330 ------------------ __pycache__/my_model.cpython-38.pyc | Bin 26862 -> 26862 bytes cache/firm_network_1009.pkl | Bin 154627 -> 0 bytes cache/firm_network备份.pkl | Bin 154534 -> 0 bytes 产业类别统计分析.xlsx | Bin 0 -> 5398 bytes 分析.py | 127 +++++++ 查看进度.py | 1 - 绘制图.py | 48 +++ 23 files changed, 222 insertions(+), 335 deletions(-) create mode 100644 .idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/information_schema.FNRwLQ.meta create mode 100644 .idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/performance_schema.kIw0nw.meta create mode 100644 .idea/dataSources/data_sources_history.xml delete mode 100644 GA_Agent_0925/convergence.png delete mode 100644 GA_Agent_0925/convergence0119.png delete mode 100644 GA_Agent_0925/convergence1.png create mode 100644 GA_Agent_0925/ga_convergence_me_.png delete mode 100644 GA_Agent_0925/myplot.png delete mode 100644 GA_Agent_0925/废案/GA_random.py delete mode 100644 cache/firm_network_1009.pkl delete mode 100644 cache/firm_network备份.pkl create mode 100644 产业类别统计分析.xlsx create mode 100644 分析.py create mode 100644 绘制图.py diff --git a/.idea/csv-editor.xml b/.idea/csv-editor.xml index 38d096c..d5a8745 100644 --- a/.idea/csv-editor.xml +++ b/.idea/csv-editor.xml @@ -45,6 +45,20 @@ + + + + + + + + + + + + diff --git a/.idea/dataSources.local.xml b/.idea/dataSources.local.xml index 62ebb75..1a9e389 100644 --- a/.idea/dataSources.local.xml +++ b/.idea/dataSources.local.xml @@ -1,6 +1,6 @@ - + #@ diff --git a/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644.xml b/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644.xml index 930de16..05d40b0 100644 --- a/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644.xml +++ b/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644.xml @@ -1,6 +1,6 @@ - + lower/lower InnoDB diff --git a/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/information_schema.FNRwLQ.meta b/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/information_schema.FNRwLQ.meta new file mode 100644 index 0000000..1ff3db2 --- /dev/null +++ b/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/information_schema.FNRwLQ.meta @@ -0,0 +1,2 @@ +#n:information_schema +! [null, 0, null, null, -2147483648, -2147483648] diff --git a/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/performance_schema.kIw0nw.meta b/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/performance_schema.kIw0nw.meta new file mode 100644 index 0000000..9394db1 --- /dev/null +++ b/.idea/dataSources/3ce7b935-0ff7-47a3-aaa8-91063c963644/storage_v2/_src_/schema/performance_schema.kIw0nw.meta @@ -0,0 +1,2 @@ +#n:performance_schema +! 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zndFZ66#_Kd1np^d>Fq0!#^J$E;Id*px&U?fBrEw;j3vUdAZgW Lc9M+gZd?B^xO1(I diff --git a/GA_Agent_0925/evaluate_func.py b/GA_Agent_0925/evaluate_func.py index 72a037c..9f85c8a 100644 --- a/GA_Agent_0925/evaluate_func.py +++ b/GA_Agent_0925/evaluate_func.py @@ -13,6 +13,7 @@ from my_model import MyModel from orm import connection, engine +# 🎯 适应度函数(核心目标函数) def fitness(individual, controller_db_obj): """ 遗传算法适应度函数:用于评估个体(模型参数)的优劣。 @@ -63,10 +64,8 @@ def fitness(individual, controller_db_obj): print(simulated_vulnerable_industries) # ========== 4️⃣ 获取目标产业集合 ========== target_vulnerable_industries = get_target_vulnerable_industries() - """ Top-K 加权命中误差(越小越好) - simulated_vulnerable_industries : list[str] 模型输出的产业排序(风险从高到低) target_vulnerable_industries : list[str] or set[str] diff --git a/GA_Agent_0925/ga_convergence_me_.png b/GA_Agent_0925/ga_convergence_me_.png new file mode 100644 index 0000000000000000000000000000000000000000..750a728dde1c18f00a902f22b75154699914bb18 GIT binary patch literal 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base 模块,提供一些遗传算法相关的功能 -from deap import creator # 从 DEAP 库导入 creator 模块,用于定义个体和适应度 -from deap import tools # 从 DEAP 库导入 tools 模块,提供常用的遗传算法工具(如交叉、变异等) - -from my_model import MyModel -from sqlalchemy import text -import pandas as pd -from orm import connection - -def main(): - random.seed(42) # 可复现结果 - print("Start of evolution") - - ga = creating() - pop = ga.population(n=50) - CXPB, MUTPB, NGEN = 0.5, 0.2, 200 - - # # 并行计算 - # pool = multiprocessing.Pool() - # ga.register("map", pool.map) - - # 改为: - ga.register("map", map) # 单进程 - - # 评估初始种群 - fitnesses = list(ga.map(ga.evaluate, pop)) - for ind, fit in zip(pop, fitnesses): - ind.fitness.values = fit - print(f"Evaluated {len(pop)} individuals") - - best_log = [] - - for g in range(NGEN): - print(f"-- Generation {g} --") - - # 选择并克隆 - offspring = list(map(ga.clone, ga.select(pop, len(pop)))) - - # 交叉与变异 - for child1, child2 in zip(offspring[::2], offspring[1::2]): - if random.random() < CXPB: - ga.mate(child1, child2) - del child1.fitness.values - del child2.fitness.values - - for mutant in offspring: - if random.random() < MUTPB: - ga.mutate(mutant) - del mutant.fitness.values - - # 重新计算失效适应度 - invalid_ind = [ind for ind in offspring if not ind.fitness.valid] - fitnesses = list(ga.map(ga.evaluate, invalid_ind)) - for ind, fit in zip(invalid_ind, fitnesses): - ind.fitness.values = fit - - pop[:] = offspring - - # 最优个体 - best_ind = tools.selBest(pop, 1)[0] - best_log.append((g, best_ind.fitness.values[0])) - - print(f"Best individual {g}: {best_ind}, Fitness: {best_ind.fitness.values[0]:.3f}") - - # 写入数据库 - result_sql = text(f""" - INSERT INTO ga (generation, stu_beta, stu_nmb, gtu_mgf, gtu_discount, fitness, remark) - VALUES ({g}, {best_ind[0]}, {best_ind[1]}, {best_ind[2]}, {best_ind[3]}, {best_ind.fitness.values[0]}, 'Random2') - """) - with connection.connect() as conn: - conn.execute(result_sql) - conn.commit() - - # pool.close() - # pool.join() - - pd.DataFrame(best_log, columns=["generation", "fitness"]).to_csv("ga_log.csv", index=False) - print("-- End of (successful) evolution --") - -# 目标函数(适应度函数),用于评估个体的适应度 -def fitness(individual): - """ - GA 适应度函数:用于评估个体(模型参数)的效果。 - - 目标: - - individual: 遗传算法中的个体参数列表 - [n_max_trial, prf_size, prf_conn, cap_limit_prob_type, cap_limit_level, - diff_new_conn, netw_prf_n, s_r, S_r, x, k, production_increase_ratio] - - target_chain_set: 美国打击的产业链编号集合(整数集合) - - 适应度定义: - - fitness = -error - - error = 脆弱产业集合与 target_chain_set 的差集大小 - """ - - # 1 将 GA 生成的个体参数传入 ABM 模型 - """ - n_iter - g_bom - seed - sample - dct_lst_init_disrupt_firm_prod - remove_t - """ - dct_exp = { - 'n_max_trial': individual[0], - 'prf_size': individual[1], - 'prf_conn': individual[2], - 'cap_limit_prob_type': individual[3], - 'cap_limit_level': individual[4], - 'diff_new_conn': individual[5], - 'netw_prf_n': individual[6], - 's_r': individual[7], - 'S_r': individual[8], - 'x': individual[9], - 'k': individual[10], - 'production_increase_ratio': individual[11] - } - - abm_model = MyModel(**dct_exp) - - # 2 运行 ABM,获取模拟结果的“脆弱产业集合” - abm_model.step() - abm_model.end() - - simulated_vulnerable_industries=get_vulnerable100_code(connection) - # 3 获取目标集合(美国打击我们的产业集合) - target_vulnerable_industries = get_target_vulnerable_industries() # list / set - - # 4 计算误差(集合差异度) - # 这里可以用 Jaccard 距离、集合交并比、或者简单的匹配数差 - set_sim = set(simulated_vulnerable_industries) - set_target = set(target_vulnerable_industries) - - error = len(set_sim.symmetric_difference(set_target)) # 差异元素个数 - - # 5 返回 fitness(GA 目标是最大化) - # 因为我们希望误差越小越好,所以 fitness = -error - return -error, - -def creating(): - """ - 创建遗传算法工具箱,用于优化 ABM 模型参数,使生成的脆弱产业集合 - 与目标产业集合误差最小化(fitness 最大化)。 - """ - if "FitnessMax" not in creator.__dict__: - creator.create("FitnessMax", base.Fitness, weights=(1.0,)) - if "Individual" not in creator.__dict__: - creator.create("Individual", list, fitness=creator.FitnessMax) - # 定义最大化适应度 - creator.create("FitnessMax", base.Fitness, weights=(1.0,)) - # 定义个体类 - creator.create("Individual", list, fitness=creator.FitnessMax) - - toolbox = base.Toolbox() - - # 定义每个基因的取值范围 / 类型及默认值 - toolbox.register("n_max_trial", random.randint, 50, 500) # 最大尝试次数 [50,500] - toolbox.register("prf_size", random.uniform, 0.0, 1.0) # 是否规模偏好参数 [0,1] - toolbox.register("prf_conn", random.uniform, 0.0, 1.0) # 是否已有连接偏好 [0,1] - toolbox.register("cap_limit_prob_type", random.randint, 0, 2) # 额外产能分布类型 {0:正态,1:均匀,2:指数} - toolbox.register("cap_limit_level", random.uniform, 0.5, 2.0) # 额外产能均值放缩因子 [0.5,2.0] - toolbox.register("diff_new_conn", random.uniform, 0.0, 1.0) # 新供应关系构成概率 [0,1] - toolbox.register("netw_prf_n", random.randint, 1, 10) # 在网络中选择供应商目标数量 [1,10] - toolbox.register("s_r", random.uniform, 0.1, 0.5) # 补货下阈值 [0.1,0.5] - toolbox.register("S_r", random.uniform, 0.5, 1.0) # 补货上阈值 [0.5,1.0] - toolbox.register("x", random.uniform, 0.0, 0.1) # 每周期减少残值 [0.0,0.1] - toolbox.register("k", random.uniform, 0.1, 1.0) # 资源消耗比例 [0.1,1.0] - toolbox.register("production_increase_ratio", random.uniform, 0.5, 2.0) # 产品生产比例 [0.5,2.0] - - # 个体由上述基因组成 - toolbox.register( - "individual", - tools.initCycle, - creator.Individual, - ( - toolbox.n_max_trial, - toolbox.prf_size, - toolbox.prf_conn, - toolbox.cap_limit_prob_type, - toolbox.cap_limit_level, - toolbox.diff_new_conn, - toolbox.netw_prf_n, - toolbox.s_r, - toolbox.S_r, - toolbox.x, - toolbox.k, - toolbox.production_increase_ratio - ), - n=1 - ) - - # 种群初始化 - toolbox.register("population", tools.initRepeat, list, toolbox.individual) - - # 注册 fitness 函数(需要在调用时传入目标产业集合) - toolbox.register("evaluate", fitness) # 可以在 main 中使用 lambda 包装 target_chain_set - - # 交叉、变异和选择操作 - toolbox.register("mate", tools.cxTwoPoint) - toolbox.register("mutate", tools.mutShuffleIndexes, indpb=0.1) - toolbox.register("select", tools.selTournament, tournsize=3) - - return toolbox - -def get_target_vulnerable_industries(): - """ - 获取行业列表中所有产业链编号的集合(整数形式)。 - 说明: - - 输入的 industry_list 是一个字典列表,每个字典包含: - {"product": 产品名称, "category": 产品类别, "chain_id": 产业链编号} - - 某些 chain_id 可能是复合编号,例如 "11 / 513742",需要拆分成单独整数。 - - 输出是一个 set,包含所有 chain_id(去重、整数形式)。 - - 参数: - industry_list : list of dict - 行业字典列表,每个字典必须包含 "chain_id" 键。 - - 返回: - set - 所有产业链编号的整数集合。 - """ - industry_list = [ - # ① 半导体设备类 - {"product": "离子注入机", "category": "离子注入设备", "chain_id": 34538}, - {"product": "刻蚀设备 / 湿法刻蚀设备", "category": "刻蚀机", "chain_id": 34529}, - {"product": "沉积设备", "category": "薄膜生长设备(CVD/PVD)", "chain_id": 34539}, - {"product": "CVD", "category": "薄膜生长设备", "chain_id": 34539}, - {"product": "PVD", "category": "薄膜生长设备", "chain_id": 34539}, - {"product": "CMP", "category": "化学机械抛光设备", "chain_id": 34530}, - {"product": "光刻机", "category": "光刻机", "chain_id": 34533}, - {"product": "涂胶显影机", "category": "涂胶显影设备", "chain_id": 34535}, - {"product": "晶圆清洗设备", "category": "晶圆清洗机", "chain_id": 34531}, - {"product": "测试设备", "category": "测试机", "chain_id": 34554}, - {"product": "外延生长设备", "category": "薄膜生长设备", "chain_id": 34539}, - - # ② 半导体材料与化学品类 - {"product": "三氯乙烯", "category": "清洗溶剂 → 通用湿电子化学品", "chain_id": 32438}, - {"product": "丙酮", "category": "清洗溶剂 → 通用湿电子化学品", "chain_id": 32438}, - {"product": "异丙醇", "category": "清洗溶剂 → 通用湿电子化学品", "chain_id": 32438}, - {"product": "其他醇类", "category": "清洗溶剂 → 通用湿电子化学品", "chain_id": 32438}, - {"product": "光刻胶", "category": "光刻胶及配套试剂", "chain_id": 32445}, - {"product": "显影液", "category": "显影液", "chain_id": 46504}, - {"product": "蚀刻液", "category": "蚀刻液", "chain_id": 56341}, - {"product": "光阻去除剂", "category": "光阻去除剂", "chain_id": 32442}, - - # ③ 晶圆制造类 - {"product": "晶圆", "category": "单晶硅片 / 多晶硅片", "chain_id": 32338}, - {"product": "硅衬底", "category": "硅衬底", "chain_id": 36914}, - {"product": "外延片", "category": "硅外延片 / GaN外延片 / SiC外延片等", "chain_id": 32338}, - - # ④ 封装与测试类 - {"product": "封装", "category": "IC封装", "chain_id": 10}, - {"product": "测试", "category": "芯片测试 / 晶圆测试", "chain_id": 513742}, - {"product": "测试", "category": "芯片测试 / 晶圆测试", "chain_id": 11}, - - # ⑤ 芯片与设计EDA类 - {"product": "芯片(通用)", "category": "集成电路制造", "chain_id": 317589}, - {"product": "DRAM", "category": "存储芯片 → 集成电路制造", "chain_id": 317589}, - {"product": "GPU", "category": "图形芯片 → 集成电路制造", "chain_id": 317589}, - {"product": "处理器(CPU/SoC)", "category": "芯片设计", "chain_id": 9}, - {"product": "高频芯片", "category": "芯片设计", "chain_id": 9}, - {"product": "光子芯片(含激光)", "category": "芯片设计 / 功率半导体器件", "chain_id": 9}, - {"product": "光子芯片(含激光)", "category": "芯片设计 / 功率半导体器件", "chain_id": 2717}, - {"product": "先进节点制造设备", "category": "集成电路制造", "chain_id": 317589}, - {"product": "EDA及IP服务", "category": "设计辅助", "chain_id": 2515}, - {"product": "MPW服务", "category": "多项目晶圆流片", "chain_id": 2514}, - {"product": "芯片设计验证", "category": "设计验证", "chain_id": 513738}, - {"product": "过程工艺检测", "category": "制程检测", "chain_id": 513740} - ] - # 提取所有 chain_id,并去重 - chain_ids = set() - for item in industry_list: - # 如果 chain_id 是字符串包含多个编号,用逗号或斜杠拆分 - if isinstance(item["chain_id"], str): - for cid in item["chain_id"].replace("/", ",").split(","): - chain_ids.add(cid.strip()) - else: - chain_ids.add(str(item["chain_id"])) - - return chain_ids - -def get_vulnerable100_code(connection): - """ - 计算最脆弱前100产品的 Code 列表(去重)。 - 参数: - connection: 数据库连接对象,用于执行 SQL - 返回: - List[int]: 最脆弱前100产品对应的 Code 列表 - """ - # 读取映射表 - bom_file = r"../../input_data/input_product_data/BomNodes.csv" # 直接给出路径 - mapping_df = pd.read_csv(bom_file) - - # 执行 SQL 获取结果 - with open("../../SQL_analysis_risk.sql", "r", encoding="utf-8") as f: - str_sql = text(f.read()) - - result = pd.read_sql(sql=str_sql, con=connection) - - # 统计每个 (id_firm, id_product) 出现次数 - count_firm_prod = result.value_counts(subset=['id_firm', 'id_product']) - count_firm_prod.name = 'count' - count_firm_prod = count_firm_prod.to_frame().reset_index() - - # 统计每个 id_product 的总 count - count_prod = ( - count_firm_prod - .groupby("id_product")["count"] - .sum() - .reset_index() - ) - - # 按 count 升序取最脆弱前100 id_product - vulnerable100_index = count_prod.nsmallest(100, "count")["id_product"].tolist() - - # 映射 Index -> Code 并去重 - index_to_code = dict(zip(mapping_df["Index"], mapping_df["Code"])) - vulnerable100_code = list({index_to_code[i] for i in vulnerable100_index if i in index_to_code}) - - return vulnerable100_code - -if __name__ == "__main__": - main() diff --git a/__pycache__/my_model.cpython-38.pyc b/__pycache__/my_model.cpython-38.pyc index 6cf59b1ec36c29a0e90f4b37c94afeafb203d608..6b3585b639d2e62817cd490d0032952d21938842 100644 GIT binary patch delta 24 ecmaENk@4L{M&3|fUM>b8SmTkCd3z)8!wdjy@(8j3 delta 24 ecmaENk@4L{M&3|fUM>b8Xn3xi`F|tt!wdj#6A1tS diff --git a/cache/firm_network_1009.pkl b/cache/firm_network_1009.pkl deleted file mode 100644 index 18f2da48b78248b9c1647326f4473c098988142d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 154627 zcmeEv2UJwo*1y%S?<795wdD7CU0Bh#HLrl%{l05U^8hAOcDU z#U6X_ota_my_f&q=g!=FxDFWC_tyHp|5`841m9uc{_bvPpWV*Vnyac;GpdIFgfyK# 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f"{manufacturing[i]:.1f}%", ha='center', va='center', color='white', fontsize=10) + +# 图表美化 +ax.set_xticks(x) +ax.set_xticklabels(risk_levels) +ax.set_ylabel("占比 (%)") +ax.set_title("各风险等级企业结构占比(堆叠柱状图)") +ax.legend() +ax.set_ylim(0, 120) +ax.grid(axis='y', linestyle='--', alpha=0.7) + +plt.tight_layout() +plt.show() \ No newline at end of file