salary02/worker.py

import math
import random

import agentpy as ap
from random import uniform, randint

# 编程可以自动补充一些东西，减少报错
from typing import TYPE_CHECKING

if TYPE_CHECKING:
    from firm import FirmAgent


class WorkerAgent(ap.Agent):
    # select_firm: object
    c_effort: float  # used in self.update_yield
    s_is_hired: bool  # updated in self.update_working_firm_is_hired, env.create_and_destroy_bankrupt_firms
    # c_work_months: int
    s_work_duration: int  # updated in self.update_wd_by_is_hired
    working_firm: 'FirmAgent'  # updated in self.update_working_firm_is_hired, env.create_and_destroy_bankrupt_firms
    s_salary: float  # updated in self.update_salary
    s_yield: float  # updated in self.update_yield
    # s_w_applied: bool
    c_alpha: float

    def setup(self, alpha):
        self.c_effort = uniform(0, 1)
        self.s_is_hired = False
        self.s_work_duration = randint(30, 60)
        self.c_alpha = alpha
        self.update_yield()

        self.s_salary = 0

    def select_firm(self):
        """
        挑选出来的企业列表
        数量：列表的长度
        """
        lst_firms = self.model.provide_lst_random_firms(self)
        # n_firms = len(lst_firms)
        # find the max incentive and profit among all firms
        max_incentive, max_value = 0, 0
        for f in lst_firms:
            if f.c_incentive > max_incentive:
                max_incentive = f.c_incentive
            if f.s_value > max_value:
                max_value = f.s_value
        # computer the utility for each firm
        if max_value == 0:
            return random.choice(lst_firms)
        max_utility, best_firm = 0, None
        for f in lst_firms:
            if self.s_salary < f.s_profit / 10:
                u = math.pow(f.c_incentive / max_incentive, self.c_alpha) * math.pow(f.s_value / max_value,
                                                                                     1 - self.c_alpha)
                if u > max_utility:
                    max_utility = u
                    best_firm = f
                    best_firm.apply(self)

    def update_wd_by_is_hired(self):
        if self.s_is_hired:
            self.s_work_duration += 1
            self.update_yield()
            self.update_salary(self.working_firm)

    def update_salary(self, the_firm: 'FirmAgent'):
        if self.s_salary == 0:
            self.s_salary = the_firm.initial_f_salary
        else:
            self.s_salary = max(min(self.s_salary * (1 + the_firm.c_incentive), the_firm.s_profit / 10), self.s_salary)

    def update_yield(self):
        self.s_yield = 2 / (1 + math.exp(-0.01 * self.s_work_duration * self.c_effort)) - 1

    def update_working_firm_is_hired(self, f: 'FirmAgent'):
        self.s_is_hired = True
        self.working_firm = f
        self.update_wd_by_is_hired()