Resolução Exemplo Florista

Esta é uma pré-visualização de arquivo. Entre para ver o arquivo original

Problema da Florista
Dados do Problema e Resolução
	Exemplo - Florista
	Dados do Problema	Simulação	Demanda	Lucro	Tendência - Lucro
	Valor de Venda	1	1	84	35.6	35.6
	Valor de Compra	0.5	2	104	50	42.8
	Valor quando sobra	0.1	3	96	46.4	44.0
	4	132	50	45.5
	Demanda	5	119	50	46.4
	Média	100	6	85	36.5	44.8
	Desvio-padrão	20	7	81	32.9	43.1
	8	107	50	43.9
	Quantidade Comprada	100	9	99	49.1	44.5
	10	98	48.2	44.9
	11	122	50	45.3
	12	100	50	45.7
	13	73	25.7	44.2
	14	76	28.4	43.1
	15	98	48.2	43.4
	16	88	39.2	43.1
	17	86	37.4	42.8
	18	112	50	43.2
	19	89	40.1	43.0
	20	67	20.3	41.9
	21	111	50	42.3
	22	65	18.5	41.2
	23	105	50	41.6
	24	106	50	41.9
	25	104	50	42.3
	26	88	39.2	42.1
	27	107	50	42.4
	28	128	50	42.7
	29	97	47.3	42.9
	30	128	50	43.1
	31	125	50	43.3
	32	90	41	43.3
	33	102	50	43.5
	34	102	50	43.6
	35	98	48.2	43.8
	36	81	32.9	43.5
	37	123	50	43.7
	38	83	34.7	43.4
	39	102	50	43.6
	40	122	50	43.7
	41	70	23	43.2
	42	99	49.1	43.4
	43	66	19.4	42.8
	44	126	50	43.0
	45	120	50	43.1
	46	91	41.9	43.1
	47	110	50	43.3
	48	98	48.2	43.4
	49	76	28.4	43.1
	50	111	50	43.2
	51	98	48.2	43.3
	52	104	50	43.4
	53	91	41.9	43.4
	54	77	29.3	43.1
	55	119	50	43.3
	56	109	50	43.4
	57	81	32.9	43.2
	58	94	44.6	43.2
	59	113	50	43.3
	60	110	50	43.4
	61	104	50	43.6
	62	80	32	43.4
	63	82	33.8	43.2
	64	122	50	43.3
	65	118	50	43.4
	66	104	50	43.5
	67	119	50	43.6
	68	85	36.5	43.5
	69	122	50	43.6
	70	113	50	43.7
	71	72	24.8	43.4
	72	85	36.5	43.3
	73	96	46.4	43.4
	74	100	50	43.5
	75	100	50	43.6
	76	121	50	43.6
	77	141	50	43.7
	78	98	48.2	43.8
	79	80	32	43.6
	80	72	24.8	43.4
	81	83	34.7	43.3
	82	72	24.8	43.1
	83	94	44.6	43.1
	84	37	-6.7	42.5
	85	84	35.6	42.4
	86	99	49.1	42.5
	87	137	50	42.6
	88	69	22.1	42.3
	89	85	36.5	42.3
	90	92	42.8	42.3
	91	114	50	42.4
	92	120	50	42.4
	93	112	50	42.5
	94	77	29.3	42.4
	95	89	40.1	42.4
	96	102	50	42.4
	97	95	45.5	42.5
	98	98	48.2	42.5
	99	85	36.5	42.5
	100	105	50	42.5
	Lucro Médio	42.548
Gráfico Tendência Lucro 
Tabela de Dados - Parte I
	Exemplo - Florista
	Dados do Problema	Simulação	Demanda	Lucro	Simulação	39.614
	Valor de Venda	1	1	60	14	1
	Valor de Compra	0.5	2	98	48.2	2
	Valor quando sobra	0.1	3	66	19.4	3
	4	107	50	4
	Demanda	5	58	12.2	5
	Média	100	6	122	50	6
	Desvio-padrão	20	7	96	46.4	7
	8	95	45.5	8
	Quantidade Comprada	100	9	86	37.4	9
	10	106	50	10
	11	97	47.3	11
	12	95	45.5	12
	13	96	46.4	13
	14	126	50	14
	15	127	50	15
	16	61	14.9	16
	17	91	41.9	17
	18	85	36.5	18
	19	141	50	19
	20	75	27.5	20
	21	126	50
	22	77	29.3
	23	87	38.3
	24	80	32
	25	69	22.1
	26	50	5
	27	73	25.7
	28	123	50
	29	104	50
	30	81	32.9
	31	90	41
	32	101	50
	33	86	37.4
	34	111	50
	35	92	42.8
	36	91	41.9
	37	80	32
	38	77	29.3
	39	95	45.5
	40	109	50
	41	67	20.3
	42	100	50
	43	105	50
	44	81	32.9
	45	56	10.4
	46	93	43.7
	47	77	29.3
	48	119	50
	49	86	37.4
	50	126	50
	51	72	24.8
	52	115	50
	53	137	50
	54	72	24.8
	55	147	50
	56	68	21.2
	57	87	38.3
	58	93	43.7
	59	67	20.3
	60	68	21.2
	61	149	50
	62	103	50
	63	84	35.6
	64	91	41.9
	65	124	50
	66	107	50
	67	69	22.1
	68	128	50
	69	99	49.1
	70	115	50
	71	101	50
	72	111	50
	73	123	50
	74	119	50
	75	60	14
	76	116	50
	77	125	50
	78	119	50
	79	143	50
	80	84	35.6
	81	84	35.6
	82	109	50
	83	75	27.5
	84	100	50
	85	102	50
	86	111	50
	87	106	50
	88	101	50
	89	88	39.2
	90	86	37.4
	91	60	14
	92	93	43.7
	93	67	20.3
	94	83	34.7
	95	109	50
	96	85	36.5
	97	89	40.1
	98	97	47.3
	99	126	50
	100	78	30.2
	Lucro Médio	39.614
Tabela de Dados - Parte II
	Exemplo - Florista
	Dados do Problema	Simulação	Demanda	Lucro	Simulação do número de flores compradas - Tabela de Dados
	Valor de Venda	1	1	110	50	40.793	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	102	103	104	105	106	107	108	109	110	111	112	113	114	115
	Valor de Compra	0.5	2	75	27.5	1	40.817	40.03	40.908	40.085	41.332	41.643	40.928	41.329	42.135	43.337	42.136	43.374	42.812	43.159	42.741	43.088	41.734	42.405	44.948	42.379	41.871	41.471	42.628	41.823	40.298	43.111	40.929	41.132	43.234	42.879	42.794
	Valor quando sobra	0.1	3	123	50	2	40.808	40.813	42.375	41.138	41.674	40.221	42.08	40.546	43.26	40.799	42.199	41.646	41.534	42.493	42.759	43.88	41.509	41.334	43.103	43.792	42.456	43.487	41.341	43.092	43.061	41.374	40.524	43.193	39.382	41.718	41.543
	4	82	33.8	3	39.899	39.58	40.629	41.192	41.71	41.805	41.918	41.554	41.145	42.95	41.929	42.006	43.433	43.456	43.758	44.042	39.907	41.685	43.454	42.604	42.312	41.075	43.708	41.481	42.728	42.652	43.368	41.078	42.28	41.484	47.051
	Demanda	5	106	50	4	40.052	40.984	40.917	40.949	40.099	40.734	42.602	41.239	38.922	42.599	41.947	42.996	42.173	43.69	43.425	43.394	41.671	43.548	42.923	43.144	42.429	40.328	40.45	43.218	42.962	42.49	45.159	41.528	39.76	40.458	38.609
	Média	100	6	117	50	5	40.475	41.263	41.223	40.517	42.925	42.165	41.522	41.095	42.567	43.562	43.189	41.898	43.856	39.793	43.461	43.043	41.203	42.81	43.292	42.298	42.357	41.516	42.871	41.787	40.676	41.635	41.685	42.338	43.585	37.794	43.082
	Desvio-padrão	20	7	108	50	6	40.088	39.922	41.214	41.237	40.126	42.057	42.44	41.95	41.847	41.447	42.217	42.933	41.849	43.069	43.011	41.459	42.355	41.946	42.509	41.434	43.77	41.282	43.906	44.532	42.899	42.742	41.28	42.734	40.327	40.602	43.64
	8	85	36.5	7	40.385	40.795	40.467	40.454	41.503	42.048	41.864	42.679	42.954	42.338	43.549	41.781	42.938	41.845	42.705	44.249	42.139	43.476	42.473	42.649	42.861	42.704	43.042	43.776	42.629	42.85	41.892	41.897	41.137	40.323	41.345
	Quantidade Comprada	100	9	90	41	8	40.061	39.337	41.322	40.742	42.421	41.499	41.756	42.778	41.325	40.907	42.406	42.024	42.074	43.69	40.734	43.682	41.716	40.686	42.617	41.245	39.306	42.596	41.539	41.859	42.737	41.005	43.062	41.915	41.38	39.693	40.688
	10	87	38.3	9	39.107	39.148	41.259	40.715	41.62	40.149	43.133	40.618	40.938	41.582	41.695	41.952	41.822	43.744	42.849	42.17	42.256	42.468	42.383	42.217	41.781	42.812	41.485	42.597	43.394	42.481	42.477	43.634	43.369	42.123	41.021
	11	97	47.3	10	40.259	39.787	42.321	40.769	41.161	41.067	41.954	42.463	40.668	42.491	42.856	41.403	42.29	41.638	42.642	43.376	44.209	43.575	41.87	43.729	40.557	41.804	42.25	43.065	40.046	42.454	40.38	44.381	40.372	41.007	40.769
	12	107	50	11	38.684	39.688	40.611	39.635	41.566	41.247	40.748	41.725	42.153	41.717	41.929	43.167	41.417	41.377	44.847	42.566	40.456	42.693	41.177	41.497	42.969	41.777	41.593	42.876	41.576	42.247	42.747	42.752	39.805	42.447	40.625
	13	84	35.6	12	39.44	41.083	40.539	40.184	40.612	41.445	41.135	42.679	42.63	40.475	41.038	42.78	40.058	41.008	44.217	43.187	41.986	43.179	42.833	42.424	44.994	42.2	43.654	41.094	45.167	40.996	40.551	41.789	43.018	38.478	41.057
	14	116	50	13	40.187	40.48	41.619	41.795	40.639	40.833	42.557	40.915	42.513	43.535	40.714	43.383	43.874	43.186	40.491	42.458	42.976	42.837	42.311	43.396	42.285	42.686	41.242	43.497	39.848	41.356	43.953	40.826	39.553	38.487	41.84
	15	65	18.5	14	40.394	40.615	40.755	39.518	41.89	41.409	41.387	42.004	41.586	41.186	43.36	42.042	41.075	42.511	40.554	42.71	45.136	41.109	42.302	45.043	43.302	43.136	43.825	42.426	40.838	42.193	41.154	41.312	39.76	42.357	39.959
	16	58	12.2	15	39.818	40.084	40.143	39.149	41.737	42.012	40.73	42.058	43.557	42.617	43.405	40.98	42.983	42.241	43.632	41.27	42.931	42.513	43.049	42.208	42.312	41.138	42.088	43.101	39.74	42.751	41.739	40.817	40.921	41.295	42.155
	17	111	50	16	39.836	39.517	39.675	40.787	39.946	42.075	41.135	42.175	41.973	42.059	43.09	43.266	42.227	42.151	42.966	41.36	43.579	42.207	43.751	42.046	42.681	43.199	44.23	41.823	42.53	42.85	40.02	44.3	41.209	42.663	38.924
	18	115	50	17	39.836	39.301	40.521	40.328	41.233	40.689	41.774	41.896	42.99	41.06	41.83	42.501	42.794	44.671	42.948	44.564	40.627	42.351	42.068	41.803	42.699	42.569	43.546	43.398	43.025	42.877	41.802	42.707	41.632	42.186	40.121
	19	89	40.1	18	39.809	40.417	40.863	41.525	40.018	41.913	42.737	42.976	41.595	43.202	43.585	41.088	42.308	43.006	42.93	43.565	40.843	43.314	42.068	43.621	42.906	44.531	42.376
41.589	41.612	41.869	42.765	43.562	42.766	42.357	41.282
	20	121	50	19	39.791	41.425	40.341	41.03	40.801	40.698	40.982	42.004	42.099	41.789	41.785	42.645	42.317	42.619	42.966	42.413	42.733	39.957	42.896	44.08	41.061	44.783	42.718	41.976	43.925	41.419	43.404	45.776	42.307	40.431	41.615
	21	114	50	20	41.519	40.867	40.773	40.112	41.899	41.454	42.161	42.841	39.399	42.716	42.388	40.971	42.884	40.936	42.156	43.79	41.788	42.477	42.833	44.269	41.862	42.227	43.321	43.245	41.486	40.294	41.163	40.844	40.687	41.205	41.435
	22	89	40.1	21	40.025	40.696	39.378	39.545	40.036	41.661	41.054	42.31	41.145	41.519	42.262	43.698	40.931	43.384	43.407	42.881	39.943	43.467	41.276	43.261	44.688	41.507	43.006	41.04	41.27	42.328	42.45	42.581	40.534	42.294	44.945
	23	60	14	22	39.764	41.353	40.539	41.417	40.036	42.066	42.773	42.004	40.047	41.717	41.398	42.564	42.362	43.636	43.38	42.242	40.852	42.117	43.472	43.972	41.988	43.163	42.817	43.308	42.881	42.625	42.954	42.527	41.839	40.116	39.113
	24	93	43.7	23	39.683	39.922	40.845	40.607	41.728	41.85	42.98	42.778	42.378	41.996	40.957	42.159	41.489	42.988	42.984	42.764	43.12	42.648	44.03	43.414	40.287	43.982	41.89	40.707	42.782	41.545	42.315	41.024	41.038	44.445	41.822
	25	81	32.9	24	40.025	40.75	40.656	41.579	41.485	42.093	42.152	42.553	42.693	40.844	41.218	42.159	42.893	42.304	42.102	43.178	41.896	41.496	41.843	41.326	43.365	44.225	40.873	43.911	40.019	42.742	43.017	41.249	41.065	43.671	41.858
	26	123	50	25	39.17	41.722	40.359	40.733	40.765	40.167	38.966	41.959	42.198	42.104	44.89	42.987	42.227	44.194	41.301	40.829	45.055	43.305	44.057	42.424	42.141	40.904	41.35	42.66	41.387	44.335	41.811	42.059	41.434	41.943	40.463
	27	55	9.5	26	39.197	39.562	38.415	39.869	41.53	42.615	41.756	43.012	41.019	42.329	40.498	41.772	42.02	44.662	42.3	43.07	42.805	42.396	43.886	41.488	44.166	43.046	43.159	42.813	43.394	42.553	44.151	40.709	40.75	39.441	42.92
	28	84	35.6	27	40.421	39.535	40.962	41.48	41.305	40.941	41.774	41.617	40.848	42.734	43.135	42.42	43.622	42.493	43.506	42.35	41.869	43.539	41.168	40.687	43.644	43.559	44.428	41.526	39.236	44.785	42.621	42.581	41.803	41.277	41.588
	29	103	50	28	40.367	38.473	40.521	40.724	41.404	39.924	41.513	40.447	41.658	42.698	42.901	40.899	43.244	41.224	41.031	41.441	43.066	42.954	42.671	44.053	40.836	43.118	42.592	45.198	42.494	43.003	43.971	41.645	43.198	38.973	39.374
	30	117	50	29	39.008	40.381	40.26	40.994	41.098	40.14	41.288	39.241	41.973	41.789	41.929	43.023	43.649	42.655	43.11	40.874	41.032	40.641	43.688	43.54	42.195	44.288	44.752	41.994	43.439	40.627	39.336	41.15	41.848	41.817	40.274
	31	69	22.1	30	40.16	40.471	40.89	40.76	40.396	39.771	41.594	40.339	42.108	43.445	43.585	42.096	41.795	40.783	43.272	43.862	41.968	44.88	41.456	44.449	41.655	42.965	40.72	41.058	42.962	42.256	39.849	42.176	40.453	41.736	41.642
	32	94	44.6	31	40.376	40.111	41.358	41.093	39.955	40.392	40.55	42.175	40.578	41.6	41.776	42.618	41.795	42.331	43.38	43.043	40.528	41.856	45.245	42.604	41.187	39.698	42.547	42.138	43.943	40.204	42.198	41.069	40.561	41.754	42.353
	33	99	49.1	32	39.332	40.246	40.197	40.544	40.693	41.625	41.594	40.87	42.261	42.959	40.966	41.556	41.3	41.035	43.497	43.079	41.86	40.893	43.094	42.424	42.645	42.425	43.087	42.336	42.629	41.122	43.341	42.527	41.074	40.953	41.156
	34	88	39.2	33	39.863	40.759	40.719	40.121	40.558	41.472	41.711	42.265	41.847	40.295	41.2	43.176	40.346	43.87	40.851	39.947	42.58	42.936	42.761	39.598	42.366	43.208	41.053	41.877	41.864	42.04	42.927	39.35	41.128	43.797	34.487
	35	81	32.9	34	40.043	40.03	41.331	41.318	41.602	41.301	41.864	41.446	42.045	42.302	41.002	41.286	41.174	44.383	41.715	42.656	43.255	41.631	43.931	42.712	41.88	41.399	41.332	41.769	39.659	40.51	43.98	39.233	42.505	44.427	41.606
	36	87	38.3	35	40.727	40.075	40.404	40.742	41.656	41.076	40.622	42.67	42.117	42.635	43.306	41.16	40.931	42.016	43.218	44.15	43.435	41.307	44.138	43.81	44.094	40.913	43.294	42.3	43.412	42.661	41.604	42.446	42.019	41.988	40.58
	37	107	50	36	39.161	39.895	40.467	41.003	41.161	42.165	42.278	42.265	40.11	41.699	42.775	42.141	42.839	42.439	42.984	40.235	42.193	42.072	43.319	42.883	43.104	40.607	42.997	41.193	41.711	45.181	42.36	42.068	41.677	41.565	43.1
	38	102	50	37	38.648	39.904	41.25	41.012	41.935	41.445	42.296	42.814	41.163	42.41	42.433	41.016	41.84	42.619	40.41	42.854	41.851	41.658	41.627	42.676	42.843	44.828	42.997	42.021	43.556	44.407	42.972	42.338	41.767	39.162	40.661
	39	62	15.8	38	40.781	39.958	38.865	41.804	40.396	42.21	41.729	43.291	40.893	41.933	42.262	43.977	41.786	41.98	43.524	43.16	41.473	41.397	41.267	41.731	43.644	41.894	41.944	42.246	39.704	42.868	43.215	39.647	39.994	43.239	40.229
	40	88	39.2	39	40.736	39.715	40.26	40.76	41.134	41.166	42.71	40.735	41.568	42.428	42.613	41.16	41.12	42.124	43.056	42.413	42.13	44.295	42.41	44.611	42.483	41.687	42.034	42.084	42.494	41.158	39.723	41.429	40.876	43.131	38.744
	41	85	36.5	40	39.314	40.507	40.395	40.319	41.107	41.562	41.135	42.886	40.677	42.401	42.064	43.203	43.334	43.051	42.462	41.981	43.129	42.414	43.805	41.812	44.184	40.499	41.188	41.949	41.45	43.129	43.467	40.079	41.713	42.978	41.966
	42	105	50	41	40.079	40.111	40.062	39.068	41.701	40.815	41.729	41.338	42.324	43.58	42.667	40.845	42.74	41.674	43.614	44.519	42.751	42.477	42.32	43.414	40.989	40.76	42.115	41.571	40.136	41.419	41.271	43.517	41.911	41.511	41.093
	43	91	41.9	42	40.763	40.876	40.035	41.192	41.368	40.626	41.252	41.68	42.414	41.798	43.09	43.356	40.787	42.88	43.263	41.099	41.365	42.288	41.807	43.675	43.14	38.987	44.05	43.587	41.936	44.596	42.693	43.544	40.174	40.845	42.074
	44	104	50	43	40.349	41.137	39.216	39.608	41.98	41.967	41.216	42.265	41.568	42.437	42.64	43.275	42.173	41.161	41.787	42.998	40.267	41.964	42.347	44.197	41.034	43.253	45.391	42.174	42.485	44.299	42.63	41.141	44.422	41.52	38.231
	45	106	50	44	40.322	40.543	39.9	40.148	41.17	41.634	42.053	40.366	43.17	42.104	41.668	43.617	40.391	43.195	43.191	40.901	42.832	42.873	42.158	43.846	43.581	42.236	44.572	41.859	41.333	39.484	42.117	42.104	41.227	43.086	41.984
	46	85	36.5	45	39.665	39.886	40.089	40.454	42.736	40.959	40.784	43.129	41.1	42.176	42.496	42.969	42.416	41.485	44.064	43.664	43.363	43.044	42.41	41.812	44.202	42.695	42.925	42.75	41.567	41.599	42.423	42.356	41.713	40.575	41.471
	47	70	23	46	39.881	40.813	40.62	41.183	42.115	42.174	42.71	41.167	40.371	41.141	42.784	41.187	41.57	43.06	42.948	42.503	42.85	41.91	40.835	41.974	42.168	42.146	40.603	41.409	40.361	41.977	44.205	41.069	42.766	40.242	40.841
	48	94	44.6	47	40.016	40.03	40.017	40.832	41.305	41.949	42.179	42.859	41.793	41.762	42.91	42.726	42.227	42.133	43.281	43.421	42.364	43.656	40.871	42.019	41.214	43.298	40.414	40.797	42.845	40.285	43.899	42.707	44.251	42.204	40.472
	49	52	6.8	48	39.755	41.155	39.477	40.58	40.324	39.114	40.658	41.698	41.559	41.231	42.712	41.16	41.444	42.34	42.615	41.954	41.545	41.676	43.373	41.362	40.917	43.703	43.609	43.605	44.411	41.572	40.74	42.554	37.906	40.854	43.415
	50	70	23	49	39.854	40.471	39.9	41.561	40.45	42.885	40.964	42.643	40.749	41.204	43.414	42.591	42.443	42.781	44.289	40.928	43.156	42.423	42.68	43.738	40.908	41.741	40.558	40.428	40.631	42.598	41.406	42.212	39.751	42.645	40.814
	51	107	50	50	39.557	38.914	39.459	40.121	41.935	41.571	42.629	41.986	40.938	40.664	41.353	43.104	43.127	42.583	42.723	43.394	43.966	43.386	42.968	44.638	42.474	42.371	41.287	42.975	42.35	43.129	40.389	43.202	37.573	42.825	41.804
	52	83	34.7	51	39.908	40.462	41.25	40.472	40.81	40.518	41.369	42.301	43.476	42.365	41.713	40.152	41.858	42.079	43.641	42.467	40.357	43.161	43.679	43.162	41.736	40.832	43.15	42.696	42.989	42.841	40.443	41.339	40.705	37.866	41.615
	53	68	21.2	52	38.468	40.543	39.891	40.535	41.854	40.779	40.739	40.672	40.938	41.888	43.306	43.23	42.614	43.177	41.292	43.673	40.879	42.801	44.768	42.658	41.151	40.157	44.158	41.202	43.358	43.03	43.296	41.312	42.523	41.196	41.966
	54	107	50	53	39.404	38.077	41.169	40.94	40.387	41.355	41.432	41.95	40.551	43.22	43.468	43.068	43.532	42.043	42.183	41.108	42.598	43.152	41.753	44.656	41.106	41.777	41.917	41.094	39.857	42.355	43.458	42.347	40.597
42.609	41.12
	55	101	50	54	39.026	40.957	40.728	41.966	41.251	42.435	41.063	42.706	41.991	42.509	43.234	42.006	43.064	44.32	42.939	42.989	43.156	43.557	45.209	44.368	43.473	41.102	40.459	40.383	41.369	37.567	40.137	43.58	41.938	42.078	42.695
	56	82	33.8	55	40.223	41.029	40.836	41.3	41.782	41.832	41.648	42.463	41.082	41.744	42.946	41.952	43.334	40.558	41.94	40.046	41.554	42.243	43.175	43.828	42.699	40.175	42.331	40.455	41.837	41.599	42.324	41.186	39.418	40.926	40.598
	57	84	35.6	56	40.529	40.489	40.593	40.517	40.81	40.608	41.288	39.466	40.785	41.438	43.378	41.745	41.741	43.429	43.101	43.835	43.786	45.006	43.22	41.668	40.728	41.822	42.331	41.265	41.648	44.506	40.614	42.662	42.37	41.853	42.326
	58	103	50	57	39.647	39.985	41.043	40.94	40.099	40.455	41.045	42.301	41.163	41.06	40.372	43.383	41.669	42.466	40.896	41.369	42.769	43.881	44.894	43.477	41.745	43.424	42.25	41.571	42.422	42.265	41.757	41.861	39.823	41.259	40.292
	59	74	26.6	58	39.719	41.164	40.845	41.246	41.791	40.689	40.928	42.076	42.819	41.888	42.478	41.844	43.307	41.872	42.3	42.26	43.417	40.731	40.79	43.855	41.799	42.83	39.721	42.858	41.702	41.32	40.218	39.872	41.425	41.844	42.263
	60	114	50	59	39.602	40.552	40.656	42.038	41.269	40.59	40.964	40.411	42.828	41.888	41.335	40.98	43.073	41.719	42.75	43.493	42.967	42.036	42.428	41.29	42.438	42.875	42.376	42.705	43.988	43.237	38.58	41.717	39.067	42.078	41.156
	61	70	23	60	39.728	40.282	39.945	41.192	41.71	40.68	40.19	42.202	41.64	41.951	41.056	40.629	41.309	40.918	43.443	43.106	43.318	43.161	44.264	42.055	42.807	43.091	41.836	42.588	43.349	42.544	42.954	41.141	42.037	41.349	43.631
	62	122	50	61	39.449	41.263	41.43	41.021	41.044	41.436	41.684	41.617	40.866	41.825	42.559	43.5	42.281	42.556	42.354	40.109	44.236	40.839	42.797	42.685	40.206	42.47	40.684	43.371	40.964	41.734	41.901	40.016	39.832	41.619	42.056
	63	111	50	62	39.863	40.03	40.728	41.327	40.837	41.652	40.919	43.102	40.857	41.591	41.209	42.969	42.659	42.871	41.355	41.702	41.833	43.62	44.984	41.812	39.963	43.703	40.945	40.689	39.002	42.94	44.07	39.521	43.774	40.287	40.76
	64	89	40.1	63	40.268	40.624	40.071	42.047	41.116	41.787	41.387	42.634	40.812	42.446	42.361	40.611	42.983	43.915	43.155	43.34	43.426	41.577	43.913	43.243	42.015	42.218	41.53	41.454	40.451	40.978	39.912	38.324	41.146	41.178	40.643
	65	105	50	64	39.359	40.786	40.845	41.507	39.532	41.346	41.54	41.536	42.405	42.077	41.452	43.833	42.2	42.637	43.281	42.818	42.58	42.702	43.571	43.315	41.421	42.416	42.016	40.977	43.763	42.499	41.64	42.779	41.947	41.025	41.138
	66	69	22.1	65	40.151	41.038	41.745	40.886	39.748	42.228	42.305	41.527	41.109	41.492	41.776	42.681	43.505	43.078	43.578	43.277	42.913	42.351	41.051	42.145	42.726	41.849	42.25	42.111	42.593	41.086	39.012	40.601	41.479	42.429	39.734
	67	81	32.9	66	39.89	41.38	40.395	40.769	41.26	41.112	40.748	42.94	39.651	40.484	42.343	42.915	41.822	42.385	44.721	42.998	42.202	40.632	41.906	42.271	42.483	42.965	41.107	43.038	40.793	42.256	42.684	40.151	42.316	42.006	41.642
	68	117	50	67	40.187	40.417	40.251	40.778	41.584	40.743	42.242	41.959	43.089	41.609	42.586	41.547	42.632	41.161	42.219	41.693	44.524	44.7	44.129	43.549	42.951	43.55	42.457	41.193	40.487	38.386	41.001	43.094	39.112	43.878	41.012
	69	102	50	68	40.196	41.965	41.349	41.156	40.54	41.337	40.649	41.41	42.333	41.537	42.874	40.305	42.911	41.476	41.616	43.646	42.607	41.955	43.724	41.326	42.942	42.542	41.863	42.615	43.781	44.893	40.722	42.23	40.804	43.86	43.145
	70	91	41.9	69	39.647	41.416	41.772	40.76	42.25	41.652	39.704	40.051	43.035	41.339	41.218	43.617	43.172	41.8	40.077	43.331	41.959	43.287	45.236	40.534	44.454	43.028	43.816	43.758	43.07	42.994	42.927	42.032	40.975	40.818	43.811
	71	105	50	70	40.241	40.579	40.17	40.931	41.161	41.598	40.037	41.248	42.765	42.419	41.686	41.619	42.533	43.789	41.697	42.989	42.742	40.704	43.229	41.74	42.069	40.994	42.538	41.652	43.232	41.95	43.098	40.313	40.741	43.356	41.489
	72	108	50	71	39.566	40.39	40.863	40.175	40.495	41.769	40.334	40.825	41.397	43.04	42.307	40.908	41.741	41.125	40.266	42.143	42.436	41.775	41.6	41.893	42.519	40.886	41.8	43.569	42.647	41.599	43.845	43.346	42.982	41.061	42.992
	73	111	50	72	39.818	39.823	41.151	39.923	39.919	40.347	42.062	41.932	40.965	42.806	41.101	42.645	41.75	40.567	42.957	43.358	44.209	40.641	43.193	44.791	42.393	41.021	42.799	42.804	39.857	41.806	42.279	41.573	43.432	42.888	40.562
	74	118	50	73	40.493	39.166	39.522	41.147	40.873	41.85	41.153	42.859	40.947	40.772	41.704	43.338	43.064	42.34	42.3	41.63	41.212	38.13	43.265	43.576	41.646	42.758	41.899	45.567	41.54	41.293	41.433	42.365	41.146	42.006	42.362
	75	105	50	74	41.159	40.309	41.574	40.382	41.224	40.761	41.018	40.141	42.09	42.176	41.425	43.545	40.643	41.386	42.3	42.728	41.167	41.46	45.137	43.756	42.042	43.838	41.899	41.967	43.259	44.074	40.137	42.302	39.67	41.961	40.769
	76	132	50	75	40.619	41.533	40.431	39.986	41.503	41.31	41.252	41.644	42.405	42.644	41.731	43.761	42.578	40.99	42.894	42.863	43.075	43.152	42.185	43.117	42.879	44.576	42.106	45.675	41.099	42.121	41.982	43.085	40.183	40.377	43.721
	77	135	50	76	40.574	39.436	40.809	41.138	40.18	41.841	41.135	41.689	42.639	42.383	41.956	42.483	42.236	42.853	43.407	42.107	41.383	41.568	43.148	43.045	43.653	44.297	43.078	43.173	39.956	40.564	42.045	42.131	42.046	42.726	39.383
	78	37	-6.7	77	39.836	39.742	40.611	41.606	40.801	42.246	41.468	41.716	40.047	41.852	42.352	42.645	40.445	42.952	44.055	42.458	44.308	42.684	43.238	41.164	42.411	40.679	42.412	43.218	43.322	40.591	41.613	39.251	39.283	43.788	41.903
	79	128	50	78	40.169	40.201	40.008	39.851	41.026	40.815	40.442	40.222	41.325	41.933	42.181	40.719	42.83	42.34	42.318	42.296	42.652	44.367	42.554	44.665	42.564	42.668	43.591	41.859	41.693	43.183	45.483	40.835	41.407	40.242	39.077
	80	102	50	79	38.954	41.29	40.584	41.129	40.783	43.119	41.981	41.383	42.801	42.797	43.693	42.492	42.677	40.927	43.596	42.647	42.337	42.315	42.815	41.164	41.97	41.606	41.881	41.247	41.819	42.85	42.468	41.285	41.263	42.708	42.047
	81	108	50	80	40.178	40.552	41.106	41.021	42.07	40.977	41.837	42.418	41.919	41.51	41.776	42.717	42.272	42.979	42.516	42.629	40.924	41.64	40.682	39.49	43.599	41.219	43.87	43.371	42.422	43.426	39.948	41.348	42.19	40.647	42.02
	82	110	50	81	40.115	41.101	41.034	39.689	41.359	41.994	42.62	41.95	41.118	41.942	40.921	43.833	42.92	42.295	43.623	42.503	41.563	40.497	41.393	41.2	42.105	39.554	43.618	43.821	41.054	42.157	43.278	41.402	40.615	41.781	40.526
	83	43	-1.3	82	39.863	40.57	40.197	40.292	40.495	40.257	40.766	40.573	41.541	40.844	40.579	41.736	43.316	41.926	41.49	42.881	41.977	43.953	42.122	39.409	42.681	43.361	42.835	41.004	41.648	43.138	43.377	42.293	41.155	41.844	40.886
	84	89	40.1	83	39.89	41.344	40.53	41.129	41.071	42.948	40.694	41.986	42.027	41.501	41.632	43.275	42.11	43.285	41.409	43.187	42.688	41.334	41.825	46.258	44.4	42.677	40.477	41.535	42.89	42.796	43.98	43.607	42.325	42.798	43.091
	85	111	50	84	40.565	39.616	40.377	41.561	40.738	41.679	41.396	41.149	43.476	41.231	41.767	42.285	42.731	44.365	42.3	41.774	41.311	43.539	41.051	45.124	42.6	42.731	43.744	42.777	41.9	42.904	42.459	39.458	39.022	42.303	44.135
	86	121	50	85	40.988	39.508	40.683	40.328	41.305	41.454	41.693	41.248	43.053	43.679	42.739	43.437	44	43.078	42.678	42.449	43.183	43.872	42.932	41.308	42.429	42.956	42.745	42.21	43.547	41.383	40.38	39.071	41.704	40.62	43.019
	87	124	50	86	40.43	41.488	41.025	41.03	40.576	41.742	41.729	41.995	40.551	42.095	41.11	42.177	42.686	43.861	43.191	41.873	44.173	45.006	41.258	43.369	43.194	43.208	38.146	43.803	42.116	45.046	43.962	41.618	40.102	40.89	41.903
	88	112	50	87	39.143	41.11	39.846	41.246	41.485	41.985	41.999	41.869	42.063	42.707	40.822	41.673	43.172	41.557	41.94	41.747	42.661	42.027	44.975	43.441	42.843	43.127	44.329	44.19	42.521	42.112	42.522	42.779	41.983	42.843	42.515
	89	116	50	88	40.628	41.074	40.458	40.634	41.494	41.445	41.936	41.149	41.415	42.059	43.495	43.437	41.759	42.979	42.831	42.215	41.365	40.335	44.633	41.2	41.88	41.678	42.673	46.017	42.584	42.067	38.58	41.303	40.975	41.169	41.606
	90	140	50	89	40.61	40.903	41.277	40.877
40.756	41.13	41.495	41.887	42.801	41.807	43.09	42.51	42.974	44.311	44.262	40.388	42.211	41.055	42.329	42.91	41.286	41.462	42.268	40.014	42.953	43.075	43.278	39.161	39.67	42.591	42.758
	91	90	41	90	40.538	39.895	40.836	40.643	41.953	42.849	41.315	41.347	41.064	41.717	40.309	41.385	43.748	43.429	43.236	41.477	40.933	42.126	43.067	44.521	44.139	42.263	40.441	42.993	42.773	44.119	41.064	41.132	42.046	41.475	40.391
	92	108	50	91	39.359	39.967	40.737	40.922	39.37	39.888	41.279	41.356	40.524	41.6	41.632	42.159	43.973	42.295	43.254	41.558	43.021	43.809	43.058	42.613	42.636	43.208	41.314	41.445	45.419	39.997	42.945	39.215	42.586	41.142	39.482
	93	100	50	92	40.781	40.732	38.667	40.625	41.242	40.878	40.208	42.148	41.955	42.473	42.667	43.428	40.121	41.827	42.588	43.232	42.22	41.604	43.211	41.389	41.898	41.804	43.087	40.959	42.143	40.537	41.523	44.48	42.352	42.33	39.437
	94	93	43.7	93	39.584	40.579	41.088	40.13	41.989	41.877	41.459	41.815	42.765	40.052	42.658	40.764	42.326	41.341	43.038	43.835	41.599	42.828	40.115	43.306	43.329	41.714	42.466	42.111	45.014	43.057	41.901	41.249	42.208	42.375	41.669
	95	83	34.7	94	39.458	40.273	41.484	38.132	41.143	40.653	40.091	41.311	41.46	42.554	40.732	41.322	41.624	43.447	42.3	44.375	42.625	42.702	41.492	42.73	42.717	42.344	42.574	42.903	39.614	42.445	40.785	42.554	42.91	41.934	40.355
	96	93	43.7	95	40.691	39.076	40.116	40.13	40.423	41.139	41.531	40.375	42.099	42.797	41.272	42.249	42.794	41.188	45.711	43.871	42.94	42.117	43.697	41.866	42.708	42.767	42.943	42.516	42.755	41.302	41.1	42.203	39.085	39.801	43.244
	97	77	29.3	96	40.331	40.075	40.692	39.509	41.395	41.598	41.423	41.869	41.631	41.096	42.208	42.483	42.101	42.304	42.741	44.069	43.039	42.324	43.193	43.486	43.653	43.262	42.889	43.74	42.53	44.983	43.062	39.845	41.704	41.835	43.613
	98	106	50	97	40.646	39.625	41.313	40.697	41.296	41.454	41.189	42.391	41.352	41.195	43.369	40.818	42.893	44.176	42.642	43.7	41.725	42.972	41.699	43.603	42.501	42.893	43.096	45.081	42.017	40.987	42.945	44.156	39.571	38.577	39.356
	99	112	50	98	39.764	40.741	40.773	40.292	40.846	40.896	42.278	41.608	42.09	42.563	44.008	41.115	42.956	42.439	43.002	42.044	44.119	41.586	42.824	42.991	42.798	43.244	42.331	43.245	43.907	44.29	42.018	40.52	40.804	40.656	43.532
	100	92	42.8	99	39.17	41.2	40.782	41.903	40.252	41.175	40.109	39.124	41.739	41.708	42.163	42.429	41.156	43.618	44.298	41.603	41.932	41.73	42.851	42.784	44.49	41.912	44.536	43.182	42.035	42.067	40.362	42.914	40.462	41.745	42.335
	100	39.971	39.49	40.107	40.175	41.359	41.049	38.561	42.139	39.597	41.411	42.505	42.87	42.101	41.845	43.947	44.159	42.184	43.755	41.213	40.219	43.707	42.236	42.862	43.173	41.891	42.949	41.163	43.166	40.642	43.401	41.444
	Lucro Médio	40.793	101	40.421	40.813	41.313	41.489	39.856	40.644	41.945	41.572	40.677	42.608	43.27	42.717	39.905	41.8	43.389	44.834	44.02	41.343	41.357	43.324	43.059	43.028	40.162	42.048	40.586	43.408	43.035	43.787	40.354	39.261	42.29
	Número	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	102	103	104	105	106	107	108	109	110	111	112	113	114	115
	Lucro médio	39.9814257426	40.3742277228	40.6042277228	40.7242673267	41.089980198	41.3376237624	41.4290594059	41.7286534653	41.6563960396	41.9863762376	42.2047029703	42.2839306931	42.2825148515	42.4932673267	42.7532079208	42.6290891089	42.368990099	42.3812970297	42.7980693069	42.7463069307	42.4597425743	42.3289405941	42.3762673267	42.4399009901	42.0760792079	42.2771188119	42.0375148515	41.7853465347	41.2213861386	41.5672277228	41.447029703
Gráfico Compra x Lucro
Tabela de Dados - Parte III
	Exemplo - Florista
	Dados do Problema	Simulação	Demanda	Lucro
	Valor de Venda	1	1	88	39.2	Quantidade de flores a serem compradas
	Valor de Compra	0.5	2	87	38.3	42.647	85	86	87	88	89	90	91	92	93	94	95	96	97	98	99	100	101	102	103	104	105	106	107	108	109	110	111	112	113	114	115
	Valor quando sobra	0.1	3	111	50	Demanda Média	90	36.749	38.365	37.434	38.249	38.002	37.242	37.544	39.043	37.05	37.514	38.284	37.668	38.42	36.049	37.107	37.634	36.685	35.961	37.649	36.187	37.335	35.657	36.634	36.396	33.296	36.262	36.699	36.632	35.62	32.493	35.225	39.043
	4	130	50	91	37.847	36.664	38.343	37.7	38.002	38.925	37.337	37.702	36.609	39.062	35.962	37.632	36.683	35.626	37.881	35.789	37.459	35.754	36.02	36.124	37.578	36.089	39.28	37.161	35.285	34.876	35.853	37.172	33.496	35.643	37.394	39.28
	Demanda	5	104	50	92	37.802	37.951	38.37	39.32	37.444	38.7	37.499	38.494	40.83	36.551	37.942	39.216	39.014	39.253	39.096	38.507	39.169	37.851	39.692	38.05	37.434	37.232	36.022	37.638	35.744	40.636	34.116	35.975	34.882	34.527	34.028	40.83
	Média	100	6	117	50	93	38.756	37.096	38.64	38.681	38.263	39.204	40.253	38.332	38.265	38.144	36.439	40.179	39.788	38.488	38.736	40.505	35.731	37.356	37.289	36.25	35.751	35.621	39.145	37.116	41.108	39.394	36.879	35.111	38.662	37.803	36.017	41.108
	Desvio-padrão	20	7	98	48.2	94	38.981	38.68	40.008	39.329	38.506	40.572	40.325	38.548	38.202	39.431	41.767	40.026	41.408	39.415	40.653	40.325	39.619	41.442	38.189	35.827	38.406	40.265	39.712	36.108	41.594	38.08	38.175	37.856	38.635	37.578	36.26	41.767
	8	139	50	95	37.352	39.589	39.531	39.176	40.171	40.374	40.82	39.196	41.01	41.51	38.806	40.233	41.282	40.531	41.76	40.415	41.536	39.966	39.566	40.804	40.404	41.138	38.695	40.716	38.732	38.089	38.85	36.659	36.736	36.642	38.816	41.76
	Quantidade Comprada	100	9	146	50	96	38.765	38.68	39.621	37.142	39.415	40.5	39.713	39.862	39.795	40.133	39.292	40.728	38.834	41.404	40.635	41.639	39.358	39.75	41.384	40.462	39.387	41.543	40.567	37.593	38.003	37.702	39.336	37.712	40.525	40.503	36.557	41.639
	10	116	50	97	40.241	39.346	38.739	40.076	40.009	40.743	40.01	41.536	40.533	41.159	40.642	40.251	42.047	40.675	39.942	39.101	39.556	41.226	41.942	41.164	43.14	39.995	43.132	39.339	41.405	41.473	41.037	38.702	43.279	39.792	38.267	43.279
	11	77	29.3	98	39.242	40.165	39.054	39.41	40.261	40.545	41.612	40.159	39.939	41.456	40.201	40.305	40.004	42.763	42.453	41.774	40.294	44.169	41.33	40.696	42.969	39.077	41.539	39.33	39.83	40.213	41.577	36.965	41.857	40.629	40.454	44.169
	12	119	50	99	40.367	39.292	40.845	39.527	39.991	41.058	40.208	40.798	39.84	41.474	42.316	43.104	41.678	42.916	42.426	43.898	40.564	41.361	38.702	43.342	42.771	41.525	43.672	43.146	42.737	40.852	41.874	41.276	42.253	42.213	40.751	43.898
	13	122	50	100	40.043	40.597	40.449	40.22	40.657	43.128	41.045	41.545	40.587	42.68	42.838	41.331	43.352	41.251	42.363	42.422	43.444	42.099	42.122	44.701	42.294	42.965	41.206	43.452	42.701	44.002	43.665	41.114	42.37	40.026	41.948	44.701
	14	82	33.8	101	38.792	41.425	40.548	39.725	42.043	41.625	42.386	41.86	41.19	43.49	41.623	42.375	42.488	41.791	42.066	42.602	43.489	42.954	42.212	42.109	43.05	40.571	42.529	41.598	42.89	44.65	40.848	40.799	43.072	41.214	40.724	44.65
	15	104	50	102	41.393	40.732	41.187	42.11	41.845	41.913	43.187	41.671	43.989	41.258	43.261	41.925	42.839	41.008	44.748	42.233	44.569	43.215	42.428	44.305	43.419	40.958	44.914	44.919	43.043	43.966	44.259	46.523	43.171	44.382	40.103	46.523
	16	78	30.2	103	40.826	41.614	41.619	41.084	41.773	42.372	42.44	43.093	42.405	43.292	42.631	44.211	42.641	44.797	44.091	43.916	45.064	42.495	45.722	44.044	45.408	44.432	41.998	41.13	43.115	44.218	42.792	43.895	43.306	41.691	43.073	45.722
	17	106	50	104	40.844	39.94	40.44	41.885	41.548	41.904	41.981	42.562	43.377	41.879	42.325	43.437	43.118	43.528	43.182	42.917	45.235	45.528	44.813	43.549	45.66	43.802	44.968	45.144	45.365	45.037	44.646	40.412	46.528	43.005	44.657	46.528
	18	104	50	105	41.024	40.642	42.051	42.776	42.376	42.372	42.98	43.237	44.367	42.752	44.737	43.923	44.342	43.483	44.496	45.428	43.795	44.781	44.354	45.889	46.056	44.567	45.661	44.694	44.42	44.731	45.708	44.381	45.754	44.346	45.827	46.056
	19	89	40.1	106	41.663	41.236	42.528	42.434	43.006	43.569	42.764	43.849	45.069	43.013	43.882	44.031	44.468	44.455	45.324	44.222	44.47	44.709	45.686	46.303	47.226	47.402	45.112	45.315	47.192	43.606	44.79	48.71	43.369	44.463	43.325	48.71
	20	128	50	107	41.249	42.028	40.899	40.697	42.43	42.858	43.79	43.102	43.629	42.932	44.314	44.544
45.701	45.454	46.143	45.131	44.65	44.754	45.092	47.995	46.209	46.07	46.534	47.448	47.957	47.197	47.499	47.315	46.213	45.237	46.889	47.995
	21	64	17.6	108	41.114	41.758	41.745	42.578	42.961	43.614	43.862	43.759	44.205	44.651	44.854	45.12	45.089	45.49	45.657	47.795	46.468	47.715	43.697	45.853	45.606	47.114	47.92	46.989	47.264	46.684	45.006	48.17	46.951	46.155	47.177	48.17
	22	108	50	109	41.564	41.866	42.357	41.696	43.798	42.831	43.169	43.966	44.862	44.525	44.35	43.401	45.323	45.148	46.125	44.753	46.306	45.546	46.451	47.203	46.191	46.484	48.055	48.105	45.563	47.125	45.798	46.559	48.301	47.631	48.707	48.707
	23	79	31.1	110	42.329	42.307	42.231	42.776	42.538	43.983	43.466	43.507	44.619	44.687	44.467	45.48	46.439	46.768	45.117	46.589	47.044	47.292	47.144	48.76	46.92	47.861	47.155	47.34	48.569	47.791	48.192	46.253	47.887	48.162	48.95	48.95
	24	106	50
	25	108	50
	26	128	50
	27	111	50
	28	129	50
	29	133	50
	30	50	5
	31	72	24.8
	32	66	19.4
	33	120	50
	34	102	50
	35	112	50
	36	92	42.8
	37	110	50
	38	89	40.1
	39	73	25.7
	40	91	41.9
	41	114	50
	42	102	50
	43	107	50
	44	84	35.6
	45	90	41
	46	94	44.6
	47	95	45.5
	48	117	50
	49	117	50
	50	52	6.8
	51	70	23
	52	95	45.5
	53	124	50
	54	82	33.8
	55	101	50
	56	79	31.1
	57	117	50
	58	74	26.6
	59	140	50
	60	83	34.7
	61	112	50
	62	95	45.5
	63	108	50
	64	106	50
	65	80	32
	66	91	41.9
	67	105	50
	68	77	29.3
	69	96	46.4
	70	103	50
	71	117	50
	72	106	50
	73	96	46.4
	74	83	34.7
	75	62	15.8
	76	100	50
	77	79	31.1
	78	111	50
	79	92	42.8
	80	104	50
	81	100	50
	82	96	46.4
	83	70	23
	84	89	40.1
	85	92	42.8
	86	107	50
	87	97	47.3
	88	104	50
	89	118	50
	90	88	39.2
	91	126	50
	92	85	36.5
	93	102	50
	94	113	50
	95	91	41.9
	96	77	29.3
	97	74	26.6
	98	107	50
	99	127	50
	100	105	50
	Lucro Médio	42.647