1 | #include "traffic_agent.h" |
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2 | #include <list> |
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3 | #include <fstream> |
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4 | |
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5 | class GreenWaveTrafficAgent : public BaseTrafficAgent { |
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6 | LOG_LEVEL(GreenWaveTrafficAgent,logoffset); |
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7 | protected: |
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8 | double rating_change; |
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9 | int negot_offset; |
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10 | int negot_limit; |
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11 | |
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12 | int actual_time; |
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13 | |
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14 | RV rv_outputs; |
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15 | vec outputs; |
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16 | |
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17 | RV rv_change_request; |
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18 | vec change_request; |
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19 | |
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20 | RV rv_recieved_exps; |
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21 | vec recieved_exps; |
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22 | |
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23 | RV rv_next_exps; |
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24 | vec next_exps; |
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25 | |
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26 | //! expectations recieved from neighbours |
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27 | RV rv_recieved_changes; |
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28 | vec recieved_changes; |
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29 | |
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30 | //! list of agents, who request expected cars |
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31 | list<string> requesters; |
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32 | |
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33 | double car_leaving; //s; how long is 1 car leaving queue |
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34 | |
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35 | // some state variables |
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36 | bool need_exps; |
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37 | bool new_stable_state; |
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38 | bool send_requests; |
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39 | bool final_state; |
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40 | |
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41 | //! determines wheteher agent actively communicates |
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42 | int passive; |
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43 | |
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44 | //! sum of final planned_offset values since last reach of cycle_count |
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45 | int total_offset; |
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46 | //! number of finished cycles since last reach of cycle_count |
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47 | int negot_cycle; |
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48 | //! after cycle_count cycles, we count avarege planned_offseta send it to Aimsun |
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49 | int cycle_count; |
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50 | |
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51 | //! counts all expected cars going from each lane, saves to outputs and rv_outputs |
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52 | void expected_cars() { |
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53 | double start_time; |
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54 | ivec ind; |
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55 | RV rv_exp; |
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56 | datalink exp2outputs; |
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57 | vec exp; |
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58 | string group_name; |
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59 | double green_time; |
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60 | int index; |
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61 | |
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62 | for (int i=0;i<lanes.length();i++) { |
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63 | for (int j=0;j<lanes(i).outputs.length();j++) { |
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64 | if (lanes(i).outputs(j)!="DUMMY_DET") { |
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65 | group_name = name+"_"+lanes(i).sg; //e.g. 495_VA |
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66 | |
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67 | index=group_index(group_name); |
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68 | green_time=green_times(index)*cycle_length; |
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69 | |
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70 | rv_exp=RV(lanes(i).outputs(j)+"-"+name+"_"+to_string(i),3); |
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71 | exp.set_size(rv_exp._dsize()); |
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72 | exp2outputs.set_connection(rv_exp,rv_outputs); |
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73 | |
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74 | //Number of cars |
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75 | exp(0)=lanehs(i)->expected_output(green_time)*lanes(i).alpha(j); |
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76 | |
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77 | start_time = green_starts(group_index(name+"_"+lanes(i).sg)) + lanes(i).output_distances(j)/VP + planned_offset; |
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78 | //first car arrive time |
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79 | exp(1)=start_time; |
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80 | //last car arrive time |
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81 | exp(2)=start_time + green_time; |
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82 | //TODO pushup az na konec |
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83 | exp2outputs.pushup(outputs,exp); |
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84 | } |
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85 | } |
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86 | } |
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87 | }; |
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88 | |
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89 | //! counts planned rating using offset and recieved_exps |
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90 | double count_rating(const int offset, const vec recieved_exps, const RV rv_recieved_exps) { |
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91 | double virtual_queue; |
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92 | double t_green_begin; |
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93 | double t_green_end; |
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94 | vec cars_count; |
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95 | vec t_cars_begin; |
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96 | vec t_cars_end; |
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97 | bool found; |
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98 | ivec ind; |
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99 | string group_name; |
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100 | |
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101 | double rating=0.0; |
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102 | |
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103 | for (int i=0;i<lanes.length();i++) { |
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104 | |
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105 | //Finding, if we have some expectations |
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106 | found=false; |
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107 | for (int k=0;k<lanes(i).inputs.length();k++) { |
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108 | int l=0; |
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109 | for (int j=0;j<rv_recieved_exps.length();j++) { |
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110 | |
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111 | int result=rv_recieved_exps.name(j).find(lanes(i).inputs(k)+"-"); |
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112 | if (result>=0) { |
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113 | |
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114 | t_cars_begin.set_size(l+1,true); |
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115 | t_cars_end.set_size(l+1,true); |
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116 | cars_count.set_size(l+1,true); |
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117 | |
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118 | ind = RV(rv_recieved_exps.name(j),3).dataind(rv_recieved_exps); |
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119 | |
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120 | cars_count(l)=recieved_exps(ind(0)); |
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121 | t_cars_begin(l)=recieved_exps(ind(1)); |
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122 | t_cars_end(l)=recieved_exps(ind(2)); |
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123 | l++; |
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124 | |
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125 | found=true; |
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126 | } |
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127 | } |
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128 | } |
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129 | if (found) { |
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130 | |
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131 | //counting rating |
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132 | group_name = name+"_"+lanes(i).sg; //e.g. 495_VA |
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133 | int index=group_index(group_name); |
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134 | |
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135 | t_green_begin=green_starts(index) + offset; |
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136 | t_green_end=t_green_begin + green_times(index)*cycle_length; |
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137 | |
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138 | /************** counting with all exps ****************/ |
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139 | |
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140 | int k; |
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141 | double t_act=t_green_begin; |
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142 | virtual_queue=lanehs(i)->queue; |
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143 | |
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144 | //cycle goes through all "stopping" points and counts queue lenght at these points |
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145 | do { |
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146 | k=min_i(t_cars_begin); |
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147 | if (k!=-1) { |
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148 | //in case there are cars comming before t_green begin |
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149 | if (t_cars_begin(k)<t_act) { |
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150 | if (t_cars_end(k)<=t_act) { |
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151 | virtual_queue+=cars_count(k); |
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152 | |
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153 | cars_count.del(k); |
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154 | t_cars_begin.del(k); |
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155 | t_cars_end.del(k); |
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156 | |
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157 | } |
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158 | else { |
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159 | double frac=(t_cars_begin(k)-t_act)/(t_cars_end(k)-t_cars_begin(k)); |
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160 | virtual_queue+=cars_count(k)*frac; |
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161 | t_cars_begin(k)=t_act; |
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162 | } |
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163 | } |
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164 | else if (t_cars_begin(k)==t_act) { |
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165 | if (t_cars_end(k)<t_green_end) { |
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166 | virtual_queue+=cars_count(k)-(t_cars_end(k)-t_act)/car_leaving; |
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167 | t_act=t_cars_end(k); |
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168 | } |
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169 | //if t_cars_end>=t_green_end |
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170 | else { |
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171 | virtual_queue+=cars_count(k)-(t_green_end-t_act)/car_leaving; |
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172 | t_act=t_green_end; |
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173 | } |
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174 | //more cars than cars_count(k) couldn't pass without stopping |
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175 | if (virtual_queue < -cars_count(k)) { |
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176 | virtual_queue = -cars_count(k); |
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177 | } |
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178 | cars_count.del(k); |
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179 | t_cars_begin.del(k); |
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180 | t_cars_end.del(k); |
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181 | } |
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182 | //if t_cars_begin(k)>=t_act |
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183 | else { |
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184 | if (t_cars_begin(k)<t_green_end) { |
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185 | virtual_queue-=(t_cars_begin(k)-t_act)/car_leaving; |
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186 | t_act=t_cars_begin(k); |
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187 | } |
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188 | else { |
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189 | virtual_queue-=(t_green_end-t_act)/car_leaving; |
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190 | t_act=t_green_end; |
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191 | } |
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192 | // in case we managed to empty whole queue |
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193 | if (virtual_queue<0) { |
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194 | virtual_queue=0; |
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195 | } |
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196 | } |
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197 | } |
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198 | //if no other expectations found |
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199 | else { |
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200 | virtual_queue-=(t_green_end-t_act)/car_leaving; |
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201 | t_act=t_green_end; |
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202 | } |
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203 | if (virtual_queue<0) { |
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204 | rating-=virtual_queue; |
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205 | virtual_queue=0; |
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206 | } |
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207 | } while (t_act<t_green_end); |
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208 | } |
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209 | } |
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210 | return rating; |
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211 | } |
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212 | |
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213 | //! finds best offset using recieved_exps. Returns found offset |
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214 | int find_best_offset(const int center, int interval) { |
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215 | //! rating if offset is rised |
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216 | double rating_p; |
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217 | //! rating if offset is unchaged (=center) |
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218 | double rating_c; |
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219 | //! rating if offset is lowered |
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220 | double rating_n; |
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221 | |
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222 | int new_center; |
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223 | |
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224 | rating_p=count_rating(center+interval, recieved_exps, rv_recieved_exps); |
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225 | rating_c=count_rating(center, recieved_exps, rv_recieved_exps); |
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226 | rating_n=count_rating(center-interval, recieved_exps, rv_recieved_exps); |
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227 | |
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228 | new_center=center; |
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229 | int max_index=max_i_of_three(rating_p,rating_c,rating_n); |
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230 | switch (max_index) { |
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231 | case 0: |
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232 | new_center+=interval; |
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233 | break; |
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234 | case 1: |
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235 | break; |
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236 | case 2: |
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237 | new_center-=interval; |
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238 | break; |
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239 | } |
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240 | |
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241 | if (interval>2) { |
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242 | interval/=2; |
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243 | new_center=find_best_offset(new_center,interval); |
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244 | } |
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245 | |
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246 | return new_center; |
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247 | } |
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248 | |
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249 | //! finds if changing neighbour's offset could have positive effect, returns found offset change and stores chage of rating to rating_change |
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250 | int find_best_exps(const int offset_change, const string neighbour, double &rating_change) { |
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251 | //! expectations recieved from neighbour |
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252 | vec original_exps; |
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253 | //! expactations after positve change of neighbour's offset |
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254 | vec positive_exps; |
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255 | //! expactations after negative change of neighbour's offset |
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256 | vec negative_exps; |
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257 | //! rating if offset is raised |
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258 | double rating_p; |
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259 | //! rating if offset is unchaged |
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260 | double rating_c; |
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261 | //! rating if offset is lowered |
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262 | double rating_n; |
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263 | original_exps.set_size(recieved_exps.length()); |
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264 | |
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265 | original_exps=recieved_exps; |
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266 | positive_exps=recieved_exps; |
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267 | negative_exps=recieved_exps; |
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268 | |
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269 | for (int j=0;j<rv_recieved_exps.length();j++) { |
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270 | int res = rv_recieved_exps.name(j).find("-"+neighbour); |
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271 | if (res>0) { |
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272 | ivec ind = RV(rv_recieved_exps.name(j),3).dataind(rv_recieved_exps); |
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273 | |
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274 | positive_exps(ind(1))+=offset_change; |
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275 | positive_exps(ind(2))+=offset_change; |
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276 | |
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277 | negative_exps(ind(1))-=offset_change; |
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278 | negative_exps(ind(2))-=offset_change; |
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279 | } |
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280 | } |
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281 | |
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282 | rating_c=count_rating(planned_offset, recieved_exps, rv_recieved_exps); |
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283 | rating_p=count_rating(planned_offset, positive_exps, rv_recieved_exps); |
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284 | rating_n=count_rating(planned_offset, negative_exps, rv_recieved_exps); |
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285 | |
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286 | int max_index=max_i_of_three(rating_p,rating_c,rating_n); |
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287 | switch (max_index) { |
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288 | case 0: |
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289 | rating_change=rating_p-rating_c; |
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290 | return offset_change; |
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291 | break; |
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292 | case 1: |
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293 | rating_change=0; |
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294 | return 0; |
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295 | break; |
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296 | case 2: |
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297 | rating_change=rating_n-rating_c; |
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298 | return -offset_change; |
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299 | break; |
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300 | } |
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301 | rating_change=NULL; |
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302 | return NULL; |
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303 | } |
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304 | |
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305 | //! returns index of signal group "group" |
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306 | int group_index(const string group) { |
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307 | for (int i=0;i<green_names.length();i++) { |
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308 | if (green_names(i)==group) { |
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309 | return i; |
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310 | } |
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311 | } |
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312 | return -1; |
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313 | } |
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314 | |
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315 | /*! |
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316 | returns offset value shifted to fit interval <-cycle_length/2;cycle_length/2> |
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317 | or (when second parameter is false)) <0;cycle_length> |
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318 | */ |
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319 | int normalize_offset(int offset, bool zero=true) { |
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320 | if (zero) { |
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321 | while ((offset<(-cycle_length/2)) || (offset>(cycle_length/2))) { |
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322 | if (offset<0) { |
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323 | offset+=cycle_length; |
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324 | } |
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325 | else { |
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326 | offset-=cycle_length; |
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327 | } |
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328 | } |
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329 | return offset; |
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330 | } |
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331 | else { |
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332 | while (offset<0 || offset>cycle_length) { |
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333 | if (offset<0) { |
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334 | offset+=cycle_length; |
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335 | } |
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336 | else { |
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337 | offset-=cycle_length; |
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338 | } |
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339 | } |
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340 | return offset; |
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341 | } |
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342 | } |
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343 | |
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344 | //! converts t to string |
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345 | template <class T> inline string to_string (const T& t) |
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346 | { |
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347 | std::stringstream ss; |
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348 | ss << t; |
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349 | return ss.str(); |
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350 | } |
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351 | |
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352 | //! returns index of maximum of entered values |
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353 | int max_i_of_three(const double a, const double b, const double c) { |
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354 | int index = a > b ? 0 : 1; |
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355 | |
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356 | if (index == 0) { |
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357 | index = a > c ? 0 : 2; |
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358 | } |
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359 | else { |
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360 | index = b > c ? 1 : 2; |
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361 | } |
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362 | return index; |
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363 | } |
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364 | |
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365 | //! returns index of smallest element in vector |
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366 | int min_i(vec vector) { |
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367 | if (vector.length()>0) { |
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368 | double min=vector(0); |
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369 | int index=0; |
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370 | for (int i=1;i<vector.length();i++) { |
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371 | if (vector(i)<min) { |
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372 | min=vector(i); |
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373 | index=i; |
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374 | } |
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375 | } |
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376 | return index; |
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377 | } |
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378 | return -1; |
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379 | } |
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380 | |
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381 | public: |
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382 | //! offset set in last simulation step |
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383 | int last_offset; |
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384 | //! actual planned offset to set for next simulation step |
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385 | int planned_offset; |
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386 | //! rating of actual planned offset |
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387 | double planned_rating; |
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388 | //! avarage speed of cars |
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389 | int VP; |
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390 | |
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391 | void validate() { |
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392 | rv_action = RV(name+"_offset", 1); |
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393 | |
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394 | for (int i=0; i<green_names.length();i++) { |
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395 | rv_inputs.add(RV(green_names(i),1)); |
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396 | } |
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397 | inputs.set_size(rv_inputs._dsize()); |
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398 | |
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399 | BaseTrafficAgent::validate(); |
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400 | |
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401 | for (int i=0;i<lanehs.length();i++) { |
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402 | ivec index = RV(lanes(i).queue,1).dataind(rv_queues); |
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403 | lanehs(i)->queue_index=index(0); |
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404 | } |
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405 | } |
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406 | |
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407 | void adapt(const vec &glob_dt) { |
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408 | BaseTrafficAgent::adapt(glob_dt); |
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409 | |
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410 | for (int i=0;i<lanehs.length();i++) { |
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411 | lanehs(i)->queue=queues(lanehs(i)->queue_index); |
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412 | } |
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413 | |
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414 | planned_offset=last_offset; |
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415 | |
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416 | //set state variables to default values |
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417 | final_state=false; |
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418 | new_stable_state=false; |
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419 | send_requests=false; |
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420 | need_exps=true; |
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421 | negot_offset=4; |
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422 | } |
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423 | |
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424 | void broadcast(Setting& set){ |
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425 | |
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426 | //ask neighbours for exptected arrive times |
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427 | if (need_exps) { |
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428 | for (int i=0; i<neighbours.length(); i++){ |
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429 | Setting &msg =set.add(Setting::TypeGroup); |
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430 | UI::save ( neighbours(i), msg, "to"); |
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431 | UI::save (name,msg,"from"); |
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432 | UI::save ( (string)"expected_times_request", msg, "what"); |
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433 | } |
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434 | need_exps=false; |
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435 | } |
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436 | |
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437 | // broadcast expected cars |
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438 | if (!requesters.empty()) { |
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439 | double a; |
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440 | expected_cars(); |
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441 | do { |
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442 | Setting &msg =set.add(Setting::TypeGroup); |
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443 | UI::save ( requesters.back(), msg, "to"); |
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444 | UI::save ( name, msg, "from"); |
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445 | UI::save ( (string)"new_expected_cars", msg, "what"); |
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446 | UI::save ( &(rv_outputs), msg, "rv"); |
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447 | UI::save ( outputs, msg, "value"); |
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448 | requesters.pop_back(); |
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449 | a=outputs (10); |
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450 | } while (!requesters.empty()); |
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451 | } |
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452 | |
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453 | // broadcast new stable state (new stable expectations) |
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454 | if (new_stable_state) { |
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455 | expected_cars(); |
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456 | for (int i=0;i<neighbours.length();i++) { |
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457 | Setting &msg = set.add(Setting::TypeGroup); |
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458 | UI::save ( neighbours(i), msg, "to"); |
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459 | UI::save ( name, msg, "from"); |
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460 | UI::save ( (string)"stable_state", msg, "what"); |
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461 | UI::save ( &(rv_outputs), msg, "rv"); |
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462 | UI::save ( outputs, msg, "value"); |
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463 | } |
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464 | new_stable_state=false; |
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465 | } |
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466 | |
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467 | // broadcast requests to change offset(s) |
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468 | if (send_requests) { |
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469 | for (int i=0;i<neighbours.length();i++) { |
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470 | Setting &msg = set.add(Setting::TypeGroup); |
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471 | UI::save ( neighbours(i), msg, "to"); |
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472 | UI::save ( name, msg, "from"); |
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473 | UI::save ( (string)"offset_change_request", msg, "what"); |
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474 | UI::save ( &(rv_change_request), msg, "rv"); |
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475 | UI::save ( change_request, msg, "value"); |
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476 | } |
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477 | send_requests=false; |
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478 | } |
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479 | |
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480 | // reached final offset. |
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481 | if (final_state) { |
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482 | final_state=false; |
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483 | } |
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484 | } |
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485 | |
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486 | void receive(const Setting &msg){ |
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487 | string what; |
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488 | string to; |
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489 | string from; |
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490 | vec value; |
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491 | RV *rv; |
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492 | |
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493 | UI::get(what, msg, "what", UI::compulsory); |
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494 | UI::get(to, msg, "to", UI::compulsory); |
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495 | UI::get(from, msg, "from"); |
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496 | UI::get(rv, msg, "rv"); |
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497 | UI::get(value, msg, "value"); |
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498 | |
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499 | if (what=="expected_times_request"){ |
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500 | requesters.push_back(from); |
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501 | } |
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502 | else if (what=="new_expected_cars") { |
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503 | rv_recieved_exps=*rv; |
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504 | recieved_exps=value; |
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505 | |
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506 | if (!passive) { |
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507 | planned_offset=find_best_offset(planned_offset,8); |
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508 | planned_offset=normalize_offset(planned_offset); |
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509 | } |
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510 | |
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511 | planned_rating=count_rating(planned_offset, recieved_exps, rv_recieved_exps); |
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512 | |
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513 | // we have new stable state to broadcast |
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514 | new_stable_state=true; |
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515 | } |
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516 | else if (what=="stable_state") { |
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517 | rv_recieved_exps=*rv; |
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518 | recieved_exps=value; |
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519 | |
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520 | planned_rating=count_rating(planned_offset, recieved_exps, rv_recieved_exps); |
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521 | |
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522 | if (!passive) { |
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523 | for (int i=0;i<neighbours.length();i++) { |
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524 | rv_change_request.add(RV(neighbours(i)+"_change",2)); |
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525 | change_request.set_size(rv_change_request._dsize()); |
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526 | ivec ind=RV(neighbours(i)+"_change",2).dataind(rv_change_request); |
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527 | |
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528 | // offset change |
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529 | change_request(ind(0))=find_best_exps(negot_offset,neighbours(i),rating_change); |
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530 | // rating change |
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531 | change_request(ind(1))=rating_change; |
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532 | } |
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533 | |
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534 | if (negot_offset>=negot_limit) { |
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535 | negot_offset/=2; |
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536 | send_requests=true; |
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537 | } |
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538 | else { |
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539 | final_state=true; |
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540 | } |
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541 | } |
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542 | else { |
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543 | final_state=true; |
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544 | } |
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545 | } |
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546 | else if (what=="offset_change_request") { |
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547 | double final_rating_diff; |
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548 | |
---|
549 | rv_recieved_changes=*rv; |
---|
550 | recieved_changes=value; |
---|
551 | |
---|
552 | for (int i=0;i<rv_recieved_changes.length();i++) { |
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553 | |
---|
554 | ivec ind=RV(rv_recieved_changes.name(i),2).dataind(rv_recieved_changes); |
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555 | |
---|
556 | final_rating_diff=-planned_rating+count_rating(planned_offset+(int)recieved_changes(ind(0)), recieved_exps, rv_recieved_exps)+recieved_changes(ind(1)); |
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557 | if (final_rating_diff>=0) { |
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558 | planned_offset+=(int)recieved_changes(ind(0)); |
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559 | planned_offset=normalize_offset(planned_offset); |
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560 | planned_rating+=final_rating_diff; |
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561 | } |
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562 | } |
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563 | |
---|
564 | new_stable_state=true; |
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565 | } |
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566 | else { |
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567 | BaseTrafficAgent::receive(msg); |
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568 | } |
---|
569 | } |
---|
570 | |
---|
571 | void ds_register(const DS &ds) { |
---|
572 | BaseTrafficAgent::ds_register(ds); |
---|
573 | action2ds.set_connection( ds._urv(), rv_action); |
---|
574 | } |
---|
575 | |
---|
576 | void from_setting(const Setting &set) { |
---|
577 | RV rv_exp; |
---|
578 | |
---|
579 | BaseTrafficAgent::from_setting(set); |
---|
580 | |
---|
581 | car_leaving=2; |
---|
582 | VP=45; |
---|
583 | actual_time=0; |
---|
584 | |
---|
585 | negot_cycle=1; |
---|
586 | cycle_count=5; |
---|
587 | total_offset=0; |
---|
588 | |
---|
589 | negot_offset=4; |
---|
590 | negot_limit=1; |
---|
591 | |
---|
592 | passive=0; |
---|
593 | |
---|
594 | UI::get(last_offset, set, "offset", UI::compulsory); |
---|
595 | UI::get(passive, set, "passive", UI::optional); |
---|
596 | |
---|
597 | for (int i=0;i<lanes.length();i++) { |
---|
598 | for (int j=0;j<lanes(i).outputs.length();j++) { |
---|
599 | if (lanes(i).outputs(j)!="DUMMY_DET") { |
---|
600 | rv_exp=RV(lanes(i).outputs(j)+"-"+name+"_"+to_string(i),3); |
---|
601 | rv_outputs.add(rv_exp); |
---|
602 | } |
---|
603 | } |
---|
604 | } |
---|
605 | outputs.set_size(rv_outputs._dsize()); |
---|
606 | |
---|
607 | log_level[logoffset]=true; |
---|
608 | } |
---|
609 | |
---|
610 | void act(vec &glob_ut){ |
---|
611 | if (negot_cycle==cycle_count) { |
---|
612 | vec action; |
---|
613 | action.set_size(rv_action._dsize()); |
---|
614 | |
---|
615 | ivec index = RV(name+"_offset",1).dataind(rv_action); |
---|
616 | |
---|
617 | action(index(0))=normalize_offset(total_offset/cycle_count, false); |
---|
618 | action2ds.filldown(action,glob_ut); |
---|
619 | |
---|
620 | total_offset=0; |
---|
621 | negot_cycle=1; |
---|
622 | } |
---|
623 | else { |
---|
624 | total_offset+=planned_offset; |
---|
625 | negot_cycle++; |
---|
626 | } |
---|
627 | last_offset=planned_offset; |
---|
628 | } |
---|
629 | |
---|
630 | void step() { |
---|
631 | actual_time+=step_length; |
---|
632 | } |
---|
633 | |
---|
634 | void log_register(logger &l, const string &prefix){ |
---|
635 | if ( log_level[logoffset]){ |
---|
636 | l.add_vector ( log_level, logoffset, RV("1",2), "x"+prefix ); //TODO |
---|
637 | } |
---|
638 | } |
---|
639 | void log_write() const { |
---|
640 | if (log_level[logoffset]){ |
---|
641 | vec offset_vec(2); |
---|
642 | offset_vec(0)=planned_offset; |
---|
643 | offset_vec(1)=planned_rating; |
---|
644 | log_level.store(logoffset, offset_vec); |
---|
645 | } |
---|
646 | } |
---|
647 | }; |
---|
648 | UIREGISTER(GreenWaveTrafficAgent); |
---|