.lst-kix_3icahs28qe57-1 > li:before{content:"○ "}.lst-kix_3icahs28qe57-0 > li:before{content:"● "}.lst-kix_3icahs28qe57-2 > li:before{content:"■ "}.lst-kix_dpndk6l59r0f-5 > li:before{content:"■ "}.lst-kix_dpndk6l59r0f-7 > li:before{content:"○ "}.lst-kix_33vxh7qg8ivd-5 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-5}.lst-kix_dpndk6l59r0f-2 > li:before{content:"■ "}.lst-kix_dpndk6l59r0f-6 > li:before{content:"● "}.lst-kix_3ssc9ho754zh-1 > li:before{content:"○ "}.lst-kix_3icahs28qe57-5 > li:before{content:"■ "}.lst-kix_3icahs28qe57-6 > li:before{content:"● "}.lst-kix_dpndk6l59r0f-3 > li:before{content:"● "}.lst-kix_3icahs28qe57-7 > li:before{content:"○ "}.lst-kix_3ssc9ho754zh-0 > li:before{content:"● "}.lst-kix_dpndk6l59r0f-4 > li:before{content:"○ "}ul.lst-kix_l3lus872zovq-5{list-style-type:none}.lst-kix_3ssc9ho754zh-5 > li:before{content:"■ "}ul.lst-kix_l3lus872zovq-6{list-style-type:none}.lst-kix_4jyt1lhsgnlb-3 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-3}ul.lst-kix_l3lus872zovq-7{list-style-type:none}ul.lst-kix_l3lus872zovq-8{list-style-type:none}ul.lst-kix_l3lus872zovq-1{list-style-type:none}.lst-kix_3ssc9ho754zh-3 > li:before{content:"● "}.lst-kix_3ssc9ho754zh-7 > li:before{content:"○ "}ul.lst-kix_58f9uxm78ql3-7{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-8.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-8 0}ul.lst-kix_l3lus872zovq-2{list-style-type:none}ul.lst-kix_58f9uxm78ql3-6{list-style-type:none}ul.lst-kix_l3lus872zovq-3{list-style-type:none}.lst-kix_3ssc9ho754zh-2 > li:before{content:"■ "}.lst-kix_3ssc9ho754zh-6 > li:before{content:"● "}ul.lst-kix_l3lus872zovq-4{list-style-type:none}ul.lst-kix_58f9uxm78ql3-8{list-style-type:none}ul.lst-kix_58f9uxm78ql3-3{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-5{list-style-type:none}ul.lst-kix_58f9uxm78ql3-2{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-6{list-style-type:none}ul.lst-kix_58f9uxm78ql3-5{list-style-type:none}.lst-kix_3icahs28qe57-4 > li:before{content:"○ "}ol.lst-kix_33vxh7qg8ivd-7{list-style-type:none}ul.lst-kix_58f9uxm78ql3-4{list-style-type:none}.lst-kix_dpndk6l59r0f-1 > li:before{content:"○ "}ol.lst-kix_33vxh7qg8ivd-8{list-style-type:none}.lst-kix_3icahs28qe57-3 > li:before{content:"● "}ol.lst-kix_33vxh7qg8ivd-1{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-2{list-style-type:none}.lst-kix_3ssc9ho754zh-4 > li:before{content:"○ "}ul.lst-kix_58f9uxm78ql3-1{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-3{list-style-type:none}ul.lst-kix_58f9uxm78ql3-0{list-style-type:none}.lst-kix_dpndk6l59r0f-0 > li:before{content:"● "}ol.lst-kix_33vxh7qg8ivd-4{list-style-type:none}ul.lst-kix_l3lus872zovq-0{list-style-type:none}.lst-kix_l3lus872zovq-3 > li:before{content:"● "}.lst-kix_l3lus872zovq-5 > li:before{content:"■ "}ol.lst-kix_4jyt1lhsgnlb-3.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-3 0}.lst-kix_l3lus872zovq-4 > li:before{content:"○ "}.lst-kix_l3lus872zovq-8 > li:before{content:"■ "}.lst-kix_l3lus872zovq-7 > li:before{content:"○ "}.lst-kix_l3lus872zovq-6 > li:before{content:"● "}.lst-kix_6xx42cxm7obt-4 > li:before{content:"○ "}.lst-kix_6xx42cxm7obt-5 > li:before{content:"■ "}.lst-kix_l3lus872zovq-0 > li:before{content:"● "}.lst-kix_6xx42cxm7obt-8 > li:before{content:"■ "}.lst-kix_l3lus872zovq-1 > li:before{content:"○ "}.lst-kix_6xx42cxm7obt-6 > li:before{content:"● "}ul.lst-kix_3icahs28qe57-8{list-style-type:none}ul.lst-kix_3icahs28qe57-7{list-style-type:none}.lst-kix_6xx42cxm7obt-7 > li:before{content:"○ "}.lst-kix_l3lus872zovq-2 > li:before{content:"■ "}ul.lst-kix_3icahs28qe57-6{list-style-type:none}.lst-kix_33vxh7qg8ivd-3 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-3}.lst-kix_jbw0rvwxg6qt-8 > li:before{content:"■ "}ol.lst-kix_4jyt1lhsgnlb-2.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-2 0}ul.lst-kix_dpndk6l59r0f-8{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-0{list-style-type:none}ul.lst-kix_dpndk6l59r0f-5{list-style-type:none}ul.lst-kix_dpndk6l59r0f-4{list-style-type:none}ul.lst-kix_dpndk6l59r0f-7{list-style-type:none}ul.lst-kix_dpndk6l59r0f-6{list-style-type:none}ul.lst-kix_dpndk6l59r0f-1{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-7{list-style-type:none}ul.lst-kix_dpndk6l59r0f-0{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-8{list-style-type:none}ul.lst-kix_dpndk6l59r0f-3{list-style-type:none}ul.lst-kix_dpndk6l59r0f-2{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-3{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-4{list-style-type:none}.lst-kix_3ssc9ho754zh-8 > li:before{content:"■ "}ol.lst-kix_4jyt1lhsgnlb-5{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-6{list-style-type:none}ul.lst-kix_3icahs28qe57-5{list-style-type:none}ul.lst-kix_3icahs28qe57-4{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-0{list-style-type:none}ul.lst-kix_3icahs28qe57-3{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-1{list-style-type:none}ul.lst-kix_3icahs28qe57-2{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-2{list-style-type:none}ul.lst-kix_3icahs28qe57-1{list-style-type:none}ul.lst-kix_3icahs28qe57-0{list-style-type:none}.lst-kix_4jyt1lhsgnlb-5 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-5}ol.lst-kix_4jyt1lhsgnlb-8.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-8 0}.lst-kix_fj2jyito4zx-6 > li:before{content:"- "}.lst-kix_fj2jyito4zx-8 > li:before{content:"- "}.lst-kix_33vxh7qg8ivd-3 > li:before{content:"(" counter(lst-ctn-kix_33vxh7qg8ivd-3,decimal) ") "}.lst-kix_fj2jyito4zx-4 > li:before{content:"- "}.lst-kix_33vxh7qg8ivd-1 > li:before{content:"" counter(lst-ctn-kix_33vxh7qg8ivd-1,lower-latin) ") "}.lst-kix_fj2jyito4zx-0 > li:before{content:"- "}.lst-kix_33vxh7qg8ivd-0 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-0}ol.lst-kix_4jyt1lhsgnlb-7.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-7 0}.lst-kix_fj2jyito4zx-2 > li:before{content:"- "}ol.lst-kix_4jyt1lhsgnlb-4.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-4 0}.lst-kix_jbw0rvwxg6qt-6 > li:before{content:"● "}ol.lst-kix_33vxh7qg8ivd-7.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-7 0}.lst-kix_33vxh7qg8ivd-7 > li:before{content:"" counter(lst-ctn-kix_33vxh7qg8ivd-7,lower-latin) ". "}.lst-kix_jbw0rvwxg6qt-2 > li:before{content:"■ "}.lst-kix_jbw0rvwxg6qt-4 > li:before{content:"○ "}.lst-kix_33vxh7qg8ivd-2 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-2}.lst-kix_58f9uxm78ql3-7 > li:before{content:"- "}.lst-kix_6xx42cxm7obt-3 > li:before{content:"● "}.lst-kix_33vxh7qg8ivd-5 > li:before{content:"(" counter(lst-ctn-kix_33vxh7qg8ivd-5,lower-roman) ") "}.lst-kix_jbw0rvwxg6qt-0 > li:before{content:"● "}ol.lst-kix_4jyt1lhsgnlb-5.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-5 0}ul.lst-kix_6xx42cxm7obt-7{list-style-type:none}ul.lst-kix_6xx42cxm7obt-8{list-style-type:none}ul.lst-kix_6xx42cxm7obt-5{list-style-type:none}ul.lst-kix_6xx42cxm7obt-6{list-style-type:none}.lst-kix_6xx42cxm7obt-1 > li:before{content:"○ "}ul.lst-kix_6xx42cxm7obt-3{list-style-type:none}ul.lst-kix_6xx42cxm7obt-4{list-style-type:none}.lst-kix_ywxvg6xqptu1-1 > li:before{content:"○ "}.lst-kix_33vxh7qg8ivd-8 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-8}.lst-kix_4jyt1lhsgnlb-6 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-6}.lst-kix_4jyt1lhsgnlb-1 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-1}.lst-kix_4jyt1lhsgnlb-0 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-0}.lst-kix_vxpqs262szcs-0 > li:before{content:"- "}ul.lst-kix_6xx42cxm7obt-1{list-style-type:none}.lst-kix_4jyt1lhsgnlb-7 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-7}ul.lst-kix_6xx42cxm7obt-2{list-style-type:none}ul.lst-kix_6xx42cxm7obt-0{list-style-type:none}.lst-kix_vxpqs262szcs-2 > li:before{content:"- "}.lst-kix_33vxh7qg8ivd-7 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-7}.lst-kix_33vxh7qg8ivd-1 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-1}.lst-kix_ywxvg6xqptu1-5 > li:before{content:"■ "}.lst-kix_ywxvg6xqptu1-3 > li:before{content:"● "}.lst-kix_ywxvg6xqptu1-7 > li:before{content:"○ "}.lst-kix_dpndk6l59r0f-8 > li:before{content:"■ "}ul.lst-kix_3ssc9ho754zh-0{list-style-type:none}ul.lst-kix_3ssc9ho754zh-1{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-6{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-0.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-0 0}ul.lst-kix_3ssc9ho754zh-2{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-5{list-style-type:none}.lst-kix_eimyi1tjk8a-0 > li:before{content:"● "}ol.lst-kix_33vxh7qg8ivd-5.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-5 0}ul.lst-kix_3ssc9ho754zh-3{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-8{list-style-type:none}ul.lst-kix_3ssc9ho754zh-4{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-7{list-style-type:none}ul.lst-kix_3ssc9ho754zh-5{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-2{list-style-type:none}ul.lst-kix_3ssc9ho754zh-6{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-1{list-style-type:none}.lst-kix_4jyt1lhsgnlb-4 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-4}.lst-kix_eimyi1tjk8a-1 > li:before{content:"○ "}.lst-kix_eimyi1tjk8a-2 > li:before{content:"■ "}ul.lst-kix_3ssc9ho754zh-7{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-4{list-style-type:none}ul.lst-kix_3ssc9ho754zh-8{list-style-type:none}ul.lst-kix_ywxvg6xqptu1-3{list-style-type:none}.lst-kix_eimyi1tjk8a-3 > li:before{content:"● "}ul.lst-kix_ywxvg6xqptu1-0{list-style-type:none}.lst-kix_33vxh7qg8ivd-4 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-4}.lst-kix_vxpqs262szcs-8 > li:before{content:"- "}.lst-kix_vxpqs262szcs-7 > li:before{content:"- "}.lst-kix_9aoyi5j7hwbv-2 > li:before{content:"- "}.lst-kix_vxpqs262szcs-4 > li:before{content:"- "}.lst-kix_vxpqs262szcs-5 > li:before{content:"- "}.lst-kix_9aoyi5j7hwbv-3 > li:before{content:"- "}.lst-kix_9aoyi5j7hwbv-4 > li:before{content:"- "}.lst-kix_vxpqs262szcs-6 > li:before{content:"- "}ol.lst-kix_4jyt1lhsgnlb-6.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-6 0}.lst-kix_9aoyi5j7hwbv-6 > li:before{content:"- "}.lst-kix_eimyi1tjk8a-5 > li:before{content:"■ "}.lst-kix_eimyi1tjk8a-6 > li:before{content:"● "}.lst-kix_9aoyi5j7hwbv-5 > li:before{content:"- "}.lst-kix_9aoyi5j7hwbv-7 > li:before{content:"- "}.lst-kix_eimyi1tjk8a-4 > li:before{content:"○ "}.lst-kix_eimyi1tjk8a-8 > li:before{content:"■ "}.lst-kix_4jyt1lhsgnlb-1 > li:before{content:"" counter(lst-ctn-kix_4jyt1lhsgnlb-1,lower-latin) ") "}.lst-kix_4jyt1lhsgnlb-2 > li:before{content:"" counter(lst-ctn-kix_4jyt1lhsgnlb-2,lower-roman) ") "}.lst-kix_9aoyi5j7hwbv-8 > li:before{content:"- "}.lst-kix_4jyt1lhsgnlb-0 > li:before{content:"" counter(lst-ctn-kix_4jyt1lhsgnlb-0,decimal) ") "}.lst-kix_eimyi1tjk8a-7 > li:before{content:"○ "}.lst-kix_58f9uxm78ql3-2 > li:before{content:"- "}.lst-kix_4jyt1lhsgnlb-5 > li:before{content:"(" counter(lst-ctn-kix_4jyt1lhsgnlb-5,lower-roman) ") "}.lst-kix_4jyt1lhsgnlb-6 > li:before{content:"" counter(lst-ctn-kix_4jyt1lhsgnlb-6,decimal) ". "}.lst-kix_4jyt1lhsgnlb-3 > li:before{content:"(" counter(lst-ctn-kix_4jyt1lhsgnlb-3,decimal) ") "}.lst-kix_4jyt1lhsgnlb-7 > li:before{content:"" counter(lst-ctn-kix_4jyt1lhsgnlb-7,lower-latin) ". "}.lst-kix_58f9uxm78ql3-1 > li:before{content:"- "}.lst-kix_58f9uxm78ql3-5 > li:before{content:"- "}.lst-kix_58f9uxm78ql3-4 > li:before{content:"- "}.lst-kix_4jyt1lhsgnlb-4 > li:before{content:"(" counter(lst-ctn-kix_4jyt1lhsgnlb-4,lower-latin) ") "}ol.lst-kix_33vxh7qg8ivd-0.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-0 0}.lst-kix_58f9uxm78ql3-3 > li:before{content:"- "}ul.lst-kix_vxpqs262szcs-3{list-style-type:none}ul.lst-kix_vxpqs262szcs-2{list-style-type:none}ul.lst-kix_vxpqs262szcs-1{list-style-type:none}ul.lst-kix_vxpqs262szcs-0{list-style-type:none}ol.lst-kix_33vxh7qg8ivd-6.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-6 0}.lst-kix_9aoyi5j7hwbv-1 > li:before{content:"- "}ul.lst-kix_vxpqs262szcs-8{list-style-type:none}.lst-kix_58f9uxm78ql3-0 > li:before{content:"- "}ul.lst-kix_vxpqs262szcs-7{list-style-type:none}.lst-kix_9aoyi5j7hwbv-0 > li:before{content:"- "}ul.lst-kix_vxpqs262szcs-6{list-style-type:none}.lst-kix_4jyt1lhsgnlb-8 > li:before{content:"" counter(lst-ctn-kix_4jyt1lhsgnlb-8,lower-roman) ". "}ul.lst-kix_vxpqs262szcs-5{list-style-type:none}ul.lst-kix_vxpqs262szcs-4{list-style-type:none}ul.lst-kix_fj2jyito4zx-5{list-style-type:none}ul.lst-kix_fj2jyito4zx-4{list-style-type:none}.lst-kix_4jyt1lhsgnlb-8 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-8}ul.lst-kix_fj2jyito4zx-3{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-8{list-style-type:none}ul.lst-kix_fj2jyito4zx-2{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-7{list-style-type:none}ul.lst-kix_fj2jyito4zx-1{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-6{list-style-type:none}ul.lst-kix_fj2jyito4zx-0{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-5{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-4{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-3{list-style-type:none}ul.lst-kix_eimyi1tjk8a-8{list-style-type:none}ol.lst-kix_4jyt1lhsgnlb-1.start{counter-reset:lst-ctn-kix_4jyt1lhsgnlb-1 0}ul.lst-kix_eimyi1tjk8a-7{list-style-type:none}ul.lst-kix_eimyi1tjk8a-4{list-style-type:none}ul.lst-kix_fj2jyito4zx-8{list-style-type:none}ul.lst-kix_eimyi1tjk8a-3{list-style-type:none}ul.lst-kix_fj2jyito4zx-7{list-style-type:none}ul.lst-kix_eimyi1tjk8a-6{list-style-type:none}ul.lst-kix_fj2jyito4zx-6{list-style-type:none}ul.lst-kix_eimyi1tjk8a-5{list-style-type:none}ul.lst-kix_eimyi1tjk8a-0{list-style-type:none}.lst-kix_33vxh7qg8ivd-6 > li{counter-increment:lst-ctn-kix_33vxh7qg8ivd-6}ul.lst-kix_eimyi1tjk8a-2{list-style-type:none}ul.lst-kix_eimyi1tjk8a-1{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-2{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-1{list-style-type:none}ul.lst-kix_9aoyi5j7hwbv-0{list-style-type:none}.lst-kix_4jyt1lhsgnlb-2 > li{counter-increment:lst-ctn-kix_4jyt1lhsgnlb-2}.lst-kix_33vxh7qg8ivd-0 > li:before{content:"" counter(lst-ctn-kix_33vxh7qg8ivd-0,decimal) ") "}.lst-kix_33vxh7qg8ivd-2 > li:before{content:"" counter(lst-ctn-kix_33vxh7qg8ivd-2,lower-roman) ") "}.lst-kix_fj2jyito4zx-7 > li:before{content:"- "}.lst-kix_fj2jyito4zx-5 > li:before{content:"- "}ol.lst-kix_33vxh7qg8ivd-1.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-1 0}.lst-kix_fj2jyito4zx-3 > li:before{content:"- "}.lst-kix_fj2jyito4zx-1 > li:before{content:"- "}ol.lst-kix_33vxh7qg8ivd-4.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-4 0}.lst-kix_jbw0rvwxg6qt-7 > li:before{content:"○ "}.lst-kix_33vxh7qg8ivd-8 > li:before{content:"" counter(lst-ctn-kix_33vxh7qg8ivd-8,lower-roman) ". "}.lst-kix_jbw0rvwxg6qt-5 > li:before{content:"■ "}.lst-kix_58f9uxm78ql3-6 > li:before{content:"- "}.lst-kix_jbw0rvwxg6qt-3 > li:before{content:"● "}.lst-kix_33vxh7qg8ivd-4 > li:before{content:"(" counter(lst-ctn-kix_33vxh7qg8ivd-4,lower-latin) ") "}.lst-kix_33vxh7qg8ivd-6 > li:before{content:"" counter(lst-ctn-kix_33vxh7qg8ivd-6,decimal) ". "}.lst-kix_58f9uxm78ql3-8 > li:before{content:"- "}.lst-kix_6xx42cxm7obt-2 > li:before{content:"■ "}.lst-kix_jbw0rvwxg6qt-1 > li:before{content:"○ "}ol.lst-kix_33vxh7qg8ivd-3.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-3 0}.lst-kix_6xx42cxm7obt-0 > li:before{content:"● "}.lst-kix_ywxvg6xqptu1-0 > li:before{content:"● "}ul.lst-kix_jbw0rvwxg6qt-5{list-style-type:none}.lst-kix_vxpqs262szcs-1 > li:before{content:"- "}ul.lst-kix_jbw0rvwxg6qt-6{list-style-type:none}ul.lst-kix_jbw0rvwxg6qt-7{list-style-type:none}ul.lst-kix_jbw0rvwxg6qt-8{list-style-type:none}ul.lst-kix_jbw0rvwxg6qt-1{list-style-type:none}.lst-kix_vxpqs262szcs-3 > li:before{content:"- "}ul.lst-kix_jbw0rvwxg6qt-2{list-style-type:none}ul.lst-kix_jbw0rvwxg6qt-3{list-style-type:none}ul.lst-kix_jbw0rvwxg6qt-4{list-style-type:none}ul.lst-kix_jbw0rvwxg6qt-0{list-style-type:none}.lst-kix_ywxvg6xqptu1-8 > li:before{content:"■ "}.lst-kix_3icahs28qe57-8 > li:before{content:"■ "}.lst-kix_ywxvg6xqptu1-2 > li:before{content:"■ "}.lst-kix_ywxvg6xqptu1-6 > li:before{content:"● "}.lst-kix_ywxvg6xqptu1-4 > li:before{content:"○ "}ol.lst-kix_33vxh7qg8ivd-2.start{counter-reset:lst-ctn-kix_33vxh7qg8ivd-2 0}
Algorithm and Design ProcessDon't forget about the age old question of What is an accumulation of ions in water?
We also discuss several other topics like Who finances the elections in Iowa?
Learning Objectives
- Define algorithms
- List types of algorithms
- Discuss scope
- Summarize some “Best practices” when designing algorithms
- Define design
- Outline the pieces / steps in the design process
- Break down a structure for successful teamwork
Don't forget about the age old question of What is an example of polysaccharides?
Algorithms
Definition: a well defined sequence of steps to accomplish a taskWe also discuss several other topics like What is the average rate of change?
(Ex: Siri)(list of steps)(list)
- All algorithms are procedural
- Some are learned and we may never learn or need to formally define them (walking)
If you want to learn more check out Do population of organisms remain stable?
Note: Taken for granted
- Opportunities for improvement
- Bias
- Prejudice
- Strengths
- Some algorithms absolutely must be parameterized
Don't forget about the age old question of dead crls
Types of Algorithms
- Written - ex: recipe, non-pictorial instructions, directions, notes, code
- Graphical - ex: Lego instructions or IKEA instructions, maps, flowcharts
Why we use Algorithms
- Clearly define the scope
- State assumptions
- Build a logic tree used to make decisions
- Establish a methodology that can be easily augmented
Good Practices
- Take care to design your algorithm to avoid unintended consequences
- Go through several iterations, so as to create the most methodology
- Test your algorithm
Design Process:
Steps:
1) Define the problem
- ID all stakeholders (people involved)
2) Establish Priorities
- Must - has to happen to reach as successful solution
- Should - wants / desire, a successful solution is better if it has those things
3) Generate Ideas
- Teamwork
- Diversity
- Prior
- Art
4) Compare Ideas and select a single solution
- According to must and shoulds
5) Test your solution
- Build a prototype
- Not only to see if it works, but also to find its limits and limitations
6) Shove it up
Teamwork
1) Ground rules
2) Decision making
3) Communication
a) how
b) when
c) etiquette
4) Rules
5) Participation
6) Values
7) Outcomes
8) Timelines
9) Consequences
PBBJ QUIZ
Given: Write out a sequence of steps that, if followed by your dumbest friend, will result in a peanut butter and jelly sandwich that you are willing to eat.
Solution:
- Walk to pantry
- Take out bread
- Take out peanut butter
- Walk to fridge
- Open fridge
- Grab grape jelly
- Close fridge
- Take 2 pieces of bread out of bag
- Close bag
- Put bread on plate
- Grab a butter knife
- Open peanut butter
- Dip knife into peanut butter
- Spread peanut butter on one piece of bread
- Put knife in sink
- Grab a new knife
- Open jelly jar
- Dip knife into jelly
- Spread jelly onto another piece of bread with no peanut butter on it
- Put both pieces of bread together with the peanut butter and jelly facing each other
- Give sandwich to Jacob
- Clean up your mess