root/applications/doprava/texty/novotny_vyzk_LQ/vyzk.aux @ 1422

Revision 1419, 14.7 kB (checked in by jabu, 13 years ago)

novotny: vyzkumny ukol

Line 
1\relax
2\ifx\hyper@anchor\@undefined
3\global \let \oldcontentsline\contentsline
4\gdef \contentsline#1#2#3#4{\oldcontentsline{#1}{#2}{#3}}
5\global \let \oldnewlabel\newlabel
6\gdef \newlabel#1#2{\newlabelxx{#1}#2}
7\gdef \newlabelxx#1#2#3#4#5#6{\oldnewlabel{#1}{{#2}{#3}}}
8\AtEndDocument{\let \contentsline\oldcontentsline
9\let \newlabel\oldnewlabel}
10\else
11\global \let \hyper@last\relax
12\fi
13
14\providecommand*\HyPL@Entry[1]{}
15\catcode`"\active
16\catcode`-\active
17\HyPL@Entry{0<</S/D>>}
18\select@language{czech}
19\@writefile{toc}{\select@language{czech}}
20\@writefile{lof}{\select@language{czech}}
21\@writefile{lot}{\select@language{czech}}
22\HyPL@Entry{1<</S/r>>}
23\@writefile{toc}{\contentsline {chapter}{Seznam obr\IeC {\'a}zk\IeC {\r u}}{vii}{chapter*.2}}
24\@writefile{toc}{\contentsline {chapter}{Seznam tabulek}{viii}{chapter*.3}}
25\HyPL@Entry{9<</S/D>>}
26\@writefile{toc}{\contentsline {chapter}{\numberline {1}\IeC {\'U}vod}{1}{chapter.1}}
27\@writefile{lof}{\addvspace {10\p@ }}
28\@writefile{lot}{\addvspace {10\p@ }}
29\citation{wooldridge}
30\citation{wooldridge}
31\@writefile{toc}{\contentsline {chapter}{\numberline {2}Multiagentn\IeC {\'\i } syst\IeC {\'e}my}{2}{chapter.2}}
32\@writefile{lof}{\addvspace {10\p@ }}
33\@writefile{lot}{\addvspace {10\p@ }}
34\@writefile{toc}{\contentsline {section}{\numberline {2.1}\IeC {\'U}vod}{2}{section.2.1}}
35\@writefile{toc}{\contentsline {subsection}{\numberline {2.1.1}Historie}{2}{subsection.2.1.1}}
36\@writefile{toc}{\contentsline {subsection}{\numberline {2.1.2}Agent}{2}{subsection.2.1.2}}
37\@writefile{thm}{\contentsline {definition}{{Definice}{2.{1}}{Agent}}{2}{definition.2.1}}
38\newlabel{de:agent01}{{2.{1}}{2}{Agent\relax }{definition.2.1}{}}
39\@writefile{toc}{\contentsline {section}{\numberline {2.2}Druhy prost\IeC {\v r}ed\IeC {\'\i }}{3}{section.2.2}}
40\@writefile{toc}{\contentsline {section}{\numberline {2.3}Interakce agent\IeC {\r u}}{3}{section.2.3}}
41\@writefile{toc}{\contentsline {subsection}{\numberline {2.3.1}Stavy prost\IeC {\v r}ed\IeC {\'\i } a preference agent\IeC {\r u}}{3}{subsection.2.3.1}}
42\@writefile{thm}{\contentsline {definition}{{Definice}{2.{2}}{Uspořádání na množině všech stavů}}{3}{definition.2.2}}
43\global\def\markiidefinition{\ensuremath {\blacktriangleright }}
44\@writefile{toc}{\contentsline {chapter}{\numberline {3}V\IeC {\'y}b\IeC {\v e}r strategie genta}{5}{chapter.3}}
45\@writefile{lof}{\addvspace {10\p@ }}
46\@writefile{lot}{\addvspace {10\p@ }}
47\@writefile{toc}{\contentsline {section}{\numberline {3.1}V\IeC {\'y}b\IeC {\v e}r strategie podle teorie her}{5}{section.3.1}}
48\@writefile{thm}{\contentsline {definition}{{Definice}{3.{1}}{Dominance množiny}}{5}{definition.3.1}}
49\citation{4_rmm_formalization}
50\citation{4_rmm_formalization}
51\global\def\markiiidefinition{\ensuremath {\blacktriangleright }}
52\@writefile{thm}{\contentsline {definition}{{Definice}{3.{2}}{Množina výsledků}}{6}{definition.3.2}}
53\global\def\markivdefinition{\ensuremath {\blacktriangleright }}
54\@writefile{thm}{\contentsline {definition}{{Definice}{3.{3}}{Dominance strategie}}{6}{definition.3.3}}
55\@writefile{thm}{\contentsline {definition}{{Definice}{3.{4}}{Nashova rovnost}}{6}{definition.3.4}}
56\newlabel{de:nash_equlibrium}{{3.{4}}{6}{Výběr strategie podle teorie her\relax }{definition.3.4}{}}
57\@writefile{toc}{\contentsline {section}{\numberline {3.2}RMM - Rekurzivn\IeC {\'\i } modelov\IeC {\'e} metody}{6}{section.3.2}}
58\@writefile{toc}{\contentsline {subsection}{\numberline {3.2.1}Form\IeC {\'a}ln\IeC {\'\i } definice}{6}{subsection.3.2.1}}
59\citation{4_rmm_formalization}
60\citation{4_rmm_formalization}
61\citation{4_rmm_formalization}
62\@writefile{thm}{\contentsline {definition}{{Definice}{3.{5}}{Matice zisků}}{7}{definition.3.5}}
63\newlabel{de:payoff_matrix}{{3.{5}}{7}{Formální definice\relax }{definition.3.5}{}}
64\@writefile{thm}{\contentsline {definition}{{Definice}{3.{6}}{Rekursivní modelová struktura}}{7}{definition.3.6}}
65\newlabel{de:rms}{{3.{6}}{7}{Formální definice\relax }{definition.3.6}{}}
66\@writefile{thm}{\contentsline {definition}{{Definice}{3.{7}}{Rekursivní model}}{7}{definition.3.7}}
67\newlabel{de:rm}{{3.{7}}{7}{Formální definice\relax }{definition.3.7}{}}
68\citation{4_rmm_formalization}
69\citation{4_rmm_formalization}
70\@writefile{toc}{\contentsline {subsection}{\numberline {3.2.2}Rozhodovac\IeC {\'\i } algoritmus}{8}{subsection.3.2.2}}
71\@writefile{thm}{\contentsline {definition}{{Definice}{3.{8}}{Užitečnost}}{8}{definition.3.8}}
72\newlabel{de:utility}{{3.{8}}{8}{Rozhodovací algoritmus\relax }{definition.3.8}{}}
73\citation{3_i_traff_light_c}
74\global\def\markxdefinition{\ensuremath {\blacktriangleright }}
75\@writefile{toc}{\contentsline {section}{\numberline {3.3}Markov\IeC {\r u}v rozhodvac\IeC {\'\i } proces}{9}{section.3.3}}
76\@writefile{thm}{\contentsline {definition}{{Definice}{3.{9}}{Markovův rozhodovací proces}}{9}{definition.3.9}}
77\newlabel{de:markov_decision_process}{{3.{9}}{9}{Markovův rozhodvací proces\relax }{definition.3.9}{}}
78\citation{3_i_traff_light_c}
79\citation{3_i_traff_light_c}
80\citation{dynamic_programming}
81\global\def\markxidefinitioni{\ensuremath {\blacktriangleright }}
82\@writefile{toc}{\contentsline {subsection}{\numberline {3.3.1}Dynamick\IeC {\'e} programov\IeC {\'a}n\IeC {\'\i }}{10}{subsection.3.3.1}}
83\newlabel{sec:dynamic_programming}{{3.3.1}{10}{Dynamické programování\relax }{subsection.3.3.1}{}}
84\@writefile{thm}{\contentsline {definition}{{Definice}{3.{10}}{V-funkce}}{10}{definition.3.10}}
85\newlabel{de:v_function}{{3.{10}}{10}{Dynamické programování\relax }{definition.3.10}{}}
86\global\def\markxiidefinitioni{\ensuremath {\blacktriangleright }}
87\@writefile{thm}{\contentsline {definition}{{Definice}{3.{11}}{Q-function}}{10}{definition.3.11}}
88\newlabel{de:q_function}{{3.{11}}{10}{Dynamické programování\relax }{definition.3.11}{}}
89\citation{3_i_traff_light_c}
90\citation{3_i_traff_light_c}
91\citation{q_learning}
92\citation{learning_to_predict}
93\global\def\markxiiidefinition{\ensuremath {\blacktriangleright }}
94\@writefile{thm}{\contentsline {definition}{{Definice}{3.{12}}{Bellmanova rovnice optimality}}{11}{definition.3.12}}
95\newlabel{de:bellman_equation_of_optimality}{{3.{12}}{11}{Dynamické programování\relax }{definition.3.12}{}}
96\global\def\markxivdefinition{\ensuremath {\blacktriangleright }}
97\@writefile{toc}{\contentsline {section}{\numberline {3.4}Zp\IeC {\v e}tnovazebn\IeC {\'e} u\IeC {\v c}en\IeC {\'\i } (Reinforcement learning)}{11}{section.3.4}}
98\citation{3_i_traff_light_c}
99\citation{3_i_traff_light_c}
100\citation{3_i_traff_light_c}
101\citation{4_rmm_formalization}
102\@writefile{toc}{\contentsline {subsection}{\numberline {3.4.1}Q-u\IeC {\v c}en\IeC {\'\i } (Q-learning)}{12}{subsection.3.4.1}}
103\@writefile{toc}{\contentsline {subsection}{\numberline {3.4.2}U\IeC {\v c}en\IeC {\'\i } na z\IeC {\'a}klad\IeC {\v e} modelu (Model-based learning)}{12}{subsection.3.4.2}}
104\newlabel{sec:model_based_learning}{{3.4.2}{12}{Učení na základě modelu (Model-based learning)\relax }{subsection.3.4.2}{}}
105\@writefile{thm}{\contentsline {definition}{{Definice}{3.{13}}{MLM}}{12}{definition.3.13}}
106\newlabel{de:mlm}{{3.{13}}{12}{Učení na základě modelu (Model-based learning)\relax }{definition.3.13}{}}
107\global\def\markxvdefinition{\ensuremath {\blacktriangleright }}
108\citation{5_bayes_learn}
109\citation{5_bayes_learn}
110\citation{5_bayes_learn}
111\@writefile{toc}{\contentsline {section}{\numberline {3.5}Bayesovsk\IeC {\'e} u\IeC {\v c}en\IeC {\'\i }}{13}{section.3.5}}
112\@writefile{thm}{\contentsline {definition}{{Definice}{3.{14}}{Podmíněná pravděpodobnost}}{13}{definition.3.14}}
113\newlabel{de:podm_pravd}{{3.{14}}{13}{Bayesovské učení\relax }{definition.3.14}{}}
114\global\def\markxvidefinition{\ensuremath {\blacktriangleright }}
115\@writefile{thm}{\contentsline {proposition}{{Věta}{3.{1}}{Bayesova věta}}{13}{proposition.3.1}}
116\newlabel{v:bayes}{{3.{1}}{13}{Bayesovské učení\relax }{proposition.3.1}{}}
117\@writefile{toc}{\contentsline {subsection}{\numberline {3.5.1}V\IeC {\v e}rohodnostn\IeC {\'\i } funkce}{13}{subsection.3.5.1}}
118\citation{1_rmm_bayes_learning}
119\citation{1_rmm_bayes_learning}
120\citation{4_rmm_formalization}
121\@writefile{thm}{\contentsline {definition}{{Definice}{3.{15}}{Věrohodnostní funkce}}{14}{definition.3.15}}
122\newlabel{de:ver_fce}{{3.{15}}{14}{Věrohodnostní funkce\relax }{definition.3.15}{}}
123\global\def\markxviidefinition{\ensuremath {\blacktriangleright }}
124\@writefile{toc}{\contentsline {section}{\numberline {3.6}Pou\IeC {\v z}it\IeC {\'\i } RMM a Bayesova u\IeC {\v c}en\IeC {\'\i } v decentralizovan\IeC {\'e}m \IeC {\v r}\IeC {\'\i }zen\IeC {\'\i } dopravy}{14}{section.3.6}}
125\citation{1_rmm_bayes_learning}
126\@writefile{lof}{\contentsline {figure}{\numberline {3.1}{\ignorespaces T\IeC {\v r}\IeC {\'\i }\IeC {\'u}rov\IeC {\v n}ov\IeC {\'a} rekurzivn\IeC {\'\i } modelov\IeC {\'a} struktura agenta $R_1$\relax }}{15}{figure.caption.5}}
127\providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}}
128\newlabel{fig:rmm_structure}{{3.1}{15}{Tříúrovňová rekurzivní modelová struktura agenta $R_1$\relax \relax }{figure.caption.5}{}}
129\citation{3_i_traff_light_c}
130\@writefile{lof}{\contentsline {figure}{\numberline {3.2}{\ignorespaces V\IeC {\'y}sledky m\IeC {\v e}\IeC {\v r}en\IeC {\'\i }. M1 - RMM, M2 - pevn\IeC {\'e} cykly, M3 - "Hill-climbing" \relax }}{16}{figure.caption.6}}
131\newlabel{fig:rmm_results}{{3.2}{16}{Výsledky měření. M1 - RMM, M2 - pevné cykly, M3 - "Hill-climbing" \relax \relax }{figure.caption.6}{}}
132\@writefile{toc}{\contentsline {section}{\numberline {3.7}Pou\IeC {\v z}it\IeC {\'\i } zp\IeC {\v e}tnovazebn\IeC {\'e}ho u\IeC {\v c}en\IeC {\'\i }}{16}{section.3.7}}
133\@writefile{toc}{\contentsline {subsection}{\numberline {3.7.1}Zp\IeC {\v e}tnovazebn\IeC {\'e} u\IeC {\v c}en\IeC {\'\i } na z\IeC {\'a}klad\IeC {\v e} modelu}{16}{subsection.3.7.1}}
134\citation{3_i_traff_light_c}
135\citation{3_i_traff_light_c}
136\citation{tlc_using_sarsa}
137\citation{6_tuc_lq}
138\@writefile{toc}{\contentsline {section}{\numberline {3.8}LQ \IeC {\v r}\IeC {\'\i }zen\IeC {\'\i }}{17}{section.3.8}}
139\citation{6_tuc_lq}
140\citation{7_lq_methods}
141\citation{6_tuc_lq}
142\newlabel{eq_lq_feedback}{{3.2}{18}{LQ řízení\relax }{equation.3.8.2}{}}
143\newlabel{eq_quadratic_criterion}{{3.3}{18}{LQ řízení\relax }{equation.3.8.3}{}}
144\newlabel{eq_riccati}{{3.4}{18}{LQ řízení\relax }{equation.3.8.4}{}}
145\newlabel{eq_riccati_2}{{3.5}{18}{LQ řízení\relax }{equation.3.8.5}{}}
146\@writefile{toc}{\contentsline {subsection}{\numberline {3.8.1}Pou\IeC {\v z}it\IeC {\'\i } LQ \IeC {\v r}\IeC {\'\i }zen\IeC {\'\i } ve strategii TUC}{18}{subsection.3.8.1}}
147\newlabel{eq_tuc_1}{{3.6}{18}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.6}{}}
148\citation{6_tuc_lq}
149\newlabel{eq:tuc_u}{{3.9}{19}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.9}{}}
150\newlabel{eq_tuc_2}{{3.10}{19}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.10}{}}
151\newlabel{eq_tuc_nom}{{3.11}{19}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.11}{}}
152\newlabel{eq_delta_g}{{3.12}{19}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.12}{}}
153\newlabel{eq_tuc_3}{{3.13}{19}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.13}{}}
154\newlabel{eq_tuc_4}{{3.14}{19}{Použití LQ řízení ve strategii TUC\relax }{equation.3.8.14}{}}
155\citation{6_tuc_lq}
156\citation{6_tuc_lq}
157\@writefile{toc}{\contentsline {subsubsection}{\numberline {3.8.1.1}Kvadratick\IeC {\'e} krit\IeC {\'e}rium}{20}{subsubsection.3.8.1.1}}
158\newlabel{eq_tuc_crit}{{3.15}{20}{Kvadratické kritérium\relax }{equation.3.8.15}{}}
159\newlabel{eq_tuc_feedback}{{3.16}{20}{Kvadratické kritérium\relax }{equation.3.8.16}{}}
160\newlabel{eq_tuc_feedback_2}{{3.17}{20}{Kvadratické kritérium\relax }{equation.3.8.17}{}}
161\@writefile{toc}{\contentsline {chapter}{\numberline {4}Implementace}{21}{chapter.4}}
162\@writefile{lof}{\addvspace {10\p@ }}
163\@writefile{lot}{\addvspace {10\p@ }}
164\@writefile{toc}{\contentsline {section}{\numberline {4.1}Seznam prom\IeC {\v e}nn\IeC {\'y}ch}{21}{section.4.1}}
165\@writefile{toc}{\contentsline {section}{\numberline {4.2}Pou\IeC {\v z}it\IeC {\'a} metoda}{22}{section.4.2}}
166\citation{6_tuc_lq}
167\@writefile{toc}{\contentsline {subsection}{\numberline {4.2.1}P\IeC {\v r}echodov\IeC {\'e} vztahy}{23}{subsection.4.2.1}}
168\newlabel{eq:my_trans_01}{{4.1}{23}{Přechodové vztahy\relax }{equation.4.2.1}{}}
169\newlabel{eq:my_trans_02}{{4.5}{23}{Přechodové vztahy\relax }{equation.4.2.5}{}}
170\newlabel{eq:my_trans_nom}{{4.6}{23}{Přechodové vztahy\relax }{equation.4.2.6}{}}
171\newlabel{eq:my_trans_03}{{4.7}{23}{Přechodové vztahy\relax }{equation.4.2.7}{}}
172\newlabel{eq:my_trans_mat}{{4.8}{23}{Přechodové vztahy\relax }{equation.4.2.8}{}}
173\citation{6_tuc_lq}
174\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.2.1.1}Model toku}{24}{subsubsection.4.2.1.1}}
175\newlabel{eq:teor_tok}{{4.9}{24}{Model toku\relax }{equation.4.2.9}{}}
176\newlabel{eq:exp_tok}{{4.10}{24}{Model toku\relax }{equation.4.2.10}{}}
177\newlabel{eq:lin_tok}{{4.13}{24}{Model toku\relax }{equation.4.2.13}{}}
178\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.2.1.2}P\IeC {\v r}echodov\IeC {\'e} vztahy s prom\IeC {\v e}nn\IeC {\'y}m tokem}{25}{subsubsection.4.2.1.2}}
179\newlabel{eq:my_trans_mod_tok_03}{{4.17}{25}{Přechodové vztahy s proměnným tokem\relax }{equation.4.2.17}{}}
180\newlabel{eq:my_trans_mod_tok_04}{{4.18}{25}{Přechodové vztahy s proměnným tokem\relax }{equation.4.2.18}{}}
181\@writefile{toc}{\contentsline {subsection}{\numberline {4.2.2}Minimaliza\IeC {\v c}n\IeC {\'\i } krit\IeC {\'e}rium}{25}{subsection.4.2.2}}
182\newlabel{eq:J}{{4.19}{25}{Minimalizační kritérium\relax }{equation.4.2.19}{}}
183\newlabel{eq:prechod}{{4.20}{25}{Minimalizační kritérium\relax }{equation.4.2.20}{}}
184\newlabel{eq:J_sloz}{{4.23}{26}{Minimalizační kritérium\relax }{equation.4.2.23}{}}
185\@writefile{toc}{\contentsline {section}{\numberline {4.3}Simulace}{27}{section.4.3}}
186\@writefile{toc}{\contentsline {subsection}{\numberline {4.3.1}Simul\IeC {\'a}tor AIMSUN}{27}{subsection.4.3.1}}
187\@writefile{toc}{\contentsline {subsection}{\numberline {4.3.2}Oblast simulace}{27}{subsection.4.3.2}}
188\bibstyle{czechiso}
189\bibdata{Bibl/bibl}
190\@writefile{toc}{\contentsline {chapter}{\numberline {5}V\IeC {\'y}sledky}{28}{chapter.5}}
191\@writefile{lof}{\addvspace {10\p@ }}
192\@writefile{lot}{\addvspace {10\p@ }}
193\bibcite{7_lq_methods}{1}
194\bibcite{dynamic_programming}{2}
195\bibcite{2_int_a_in_dec}{3}
196\bibcite{4_rmm_formalization}{4}
197\bibcite{5_bayes_learn}{5}
198\bibcite{1_rmm_bayes_learning}{6}
199\bibcite{17_fronta}{7}
200\bibcite{learning_to_predict}{8}
201\bibcite{tlc_using_sarsa}{9}
202\bibcite{6_tuc_lq}{10}
203\bibcite{leraning_from_delayed_rewards}{11}
204\bibcite{q_learning}{12}
205\bibcite{3_i_traff_light_c}{13}
206\bibcite{wooldridge}{14}
207\citation{*}
208\@writefile{toc}{\contentsline {chapter}{Literatura}{30}{chapter*.7}}
209\HyPL@Entry{39<</S/R>>}
210\@writefile{toc}{\contentsline {chapter}{\numberline {A}P\IeC {\v r}\IeC {\'\i }loha 1}{I}{appendix.A}}
211\@writefile{lof}{\addvspace {10\p@ }}
212\@writefile{lot}{\addvspace {10\p@ }}
Note: See TracBrowser for help on using the browser.