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45
Task/Knapsack-problem-0-1/D/knapsack-problem-0-1-1.d
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45
Task/Knapsack-problem-0-1/D/knapsack-problem-0-1-1.d
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import std.stdio, std.algorithm, std.typecons, std.array, std.range;
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struct Item { string name; int weight, value; }
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Item[] knapsack01DinamicProgramming(in Item[] items, in int limit)
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pure nothrow {
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auto tab = new int[][](items.length + 1, limit + 1);
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foreach (immutable i, immutable it; items)
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foreach (immutable w; 1 .. limit + 1)
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tab[i + 1][w] = (it.weight > w) ? tab[i][w] :
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max(tab[i][w], tab[i][w - it.weight] + it.value);
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typeof(return) result;
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int w = limit;
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foreach_reverse (immutable i, immutable it; items)
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if (tab[i + 1][w] != tab[i][w]) {
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w -= it.weight;
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result ~= it;
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}
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return result;
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}
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void main() {
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enum int limit = 400;
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immutable Item[] items = [
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{"apple", 39, 40}, {"banana", 27, 60},
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{"beer", 52, 10}, {"book", 30, 10},
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{"camera", 32, 30}, {"cheese", 23, 30},
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{"compass", 13, 35}, {"glucose", 15, 60},
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{"map", 9, 150}, {"note-case", 22, 80},
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{"sandwich", 50, 160}, {"socks", 4, 50},
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{"sunglasses", 7, 20}, {"suntan cream", 11, 70},
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{"t-shirt", 24, 15}, {"tin", 68, 45},
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{"towel", 18, 12}, {"trousers", 48, 10},
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{"umbrella", 73, 40}, {"water", 153, 200},
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{"waterproof overclothes", 43, 75},
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{"waterproof trousers", 42, 70}];
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immutable bag = knapsack01DinamicProgramming(items, limit);
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writefln("Items:\n%-( %s\n%)", bag.map!q{ a.name }.retro);
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const t = reduce!q{ a[] += [b.weight, b.value] }([0, 0], bag);
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writeln("\nTotal weight and value: ", t[0] <= limit ? t : [0, 0]);
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}
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54
Task/Knapsack-problem-0-1/D/knapsack-problem-0-1-2.d
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Task/Knapsack-problem-0-1/D/knapsack-problem-0-1-2.d
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struct Item { string name; int weight, value; }
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immutable Item[] items = [
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{"apple", 39, 40}, {"banana", 27, 60},
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{"beer", 52, 10}, {"book", 30, 10},
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{"camera", 32, 30}, {"cheese", 23, 30},
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{"compass", 13, 35}, {"glucose", 15, 60},
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{"map", 9, 150}, {"note-case", 22, 80},
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{"sandwich", 50, 160}, {"socks", 4, 50},
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{"sunglasses", 7, 20}, {"suntan cream", 11, 70},
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{"t-shirt", 24, 15}, {"tin", 68, 45},
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{"towel", 18, 12}, {"trousers", 48, 10},
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{"umbrella", 73, 40}, {"water", 153, 200},
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{"waterproof overclothes", 43, 75},
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{"waterproof trousers", 42, 70}];
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struct Solution { uint bits; int value; }
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static assert(items.length <= Solution.bits.sizeof * 8);
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void solve(in int weight, in int idx, ref Solution s) pure nothrow {
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if (idx < 0) {
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s.bits = s.value = 0;
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return;
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}
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if (weight < items[idx].weight) {
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solve(weight, idx - 1, s);
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return;
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}
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Solution v1, v2;
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solve(weight, idx - 1, v1);
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solve(weight - items[idx].weight, idx - 1, v2);
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v2.value += items[idx].value;
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v2.bits |= (1 << idx);
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s = (v1.value >= v2.value) ? v1 : v2;
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}
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void main() {
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import std.stdio;
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auto s = Solution(0, 0);
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solve(400, items.length - 1, s);
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writeln("Items:");
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int w = 0;
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foreach (immutable i, immutable it; items)
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if (s.bits & (1 << i)) {
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writeln(" ", it.name);
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w += it.weight;
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}
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writeln("\nTotal value: %d; weight: %d", s.value, w);
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}
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22
Task/Knapsack-problem-0-1/D/knapsack-problem-0-1-3.d
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Task/Knapsack-problem-0-1/D/knapsack-problem-0-1-3.d
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import std.stdio, std.algorithm, std.typecons, std.array, std.range;
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struct Item { string name; int w, v; }
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alias Pair = Tuple!(int,"tot", string[],"names");
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immutable Item[] items = [{"apple",39,40}, {"banana", 27, 60},
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{"beer", 52, 10}, {"book", 30, 10}, {"camera", 32, 30},
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{"cheese", 23, 30}, {"compass", 13, 35}, {"glucose", 15, 60},
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{"map", 9, 150}, {"note-case", 22, 80}, {"sandwich", 50, 160},
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{"socks", 4, 50}, {"sunglasses", 7, 20}, {"suntan cream", 11, 70},
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{"t-shirt", 24, 15}, {"tin", 68, 45}, {"towel", 18, 12},
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{"trousers", 48, 10}, {"umbrella", 73, 40}, {"water", 153, 200},
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{"overclothes", 43, 75}, {"waterproof trousers", 42, 70}];
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auto addItem(Pair[] lst, in Item it) pure /*nothrow*/ {
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auto aux = lst.map!(vn => Pair(vn.tot + it.v, vn.names ~ it.name));
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return lst[0..it.w] ~ lst[it.w..$].zip(aux).map!q{ a[].max }.array;
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}
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void main() {
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reduce!addItem(Pair().repeat.take(400).array, items).back.writeln;
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}
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@ -1,4 +1,10 @@
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-- snipped the items list; same as above
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inv = [("map",9,150), ("compass",13,35), ("water",153,200), ("sandwich",50,160),
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("glucose",15,60), ("tin",68,45), ("banana",27,60), ("apple",39,40),
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("cheese",23,30), ("beer",52,10), ("cream",11,70), ("camera",32,30),
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("tshirt",24,15), ("trousers",48,10), ("umbrella",73,40),
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("waterproof trousers",42,70), ("overclothes",43,75), ("notecase",22,80),
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("sunglasses",7,20), ("towel",18,12), ("socks",4,50), ("book",30,10)]
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knapsack = foldr addItem (repeat (0,[])) where
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addItem (name,w,v) list = left ++ zipWith max right newlist where
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newlist = map (\(val, names)->(val + v, name:names)) list
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78
Task/Knapsack-problem-0-1/R/knapsack-problem-0-1-1.r
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Task/Knapsack-problem-0-1/R/knapsack-problem-0-1-1.r
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Full_Data<-structure(list(item = c("map", "compass", "water", "sandwich",
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"glucose", "tin", "banana", "apple", "cheese", "beer", "suntan_cream",
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"camera", "T-shirt", "trousers", "umbrella", "waterproof_trousers",
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"waterproof_overclothes", "note-case", "sunglasses", "towel",
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"socks", "book"), weigth = c(9, 13, 153, 50, 15, 68, 27, 39,
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23, 52, 11, 32, 24, 48, 73, 42, 43, 22, 7, 18, 4, 30), value = c(150,
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35, 200, 160, 60, 45, 60, 40, 30, 10, 70, 30, 15, 10, 40, 70,
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75, 80, 20, 12, 50, 10)), .Names = c("item", "weigth", "value"
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), row.names = c(NA, 22L), class = "data.frame")
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Bounded_knapsack<-function(Data,W)
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{
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K<-matrix(NA,nrow=W+1,ncol=dim(Data)[1]+1)
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0->K[1,]->K[,1]
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matrix_item<-matrix('',nrow=W+1,ncol=dim(Data)[1]+1)
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for(j in 1:dim(Data)[1])
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{
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for(w in 1:W)
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{
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wj<-Data$weigth[j]
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item<-Data$item[j]
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value<-Data$value[j]
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if( wj > w )
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{
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K[w+1,j+1]<-K[w+1,j]
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matrix_item[w+1,j+1]<-matrix_item[w+1,j]
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}
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else
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{
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if( K[w+1,j] >= K[w+1-wj,j]+value )
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{
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K[w+1,j+1]<-K[w+1,j]
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matrix_item[w+1,j+1]<-matrix_item[w+1,j]
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}
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else
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{
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K[w+1,j+1]<-K[w+1-wj,j]+value
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matrix_item[w+1,j+1]<-item
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}
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}
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}
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}
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return(list(K=K,Item=matrix_item))
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}
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backtracking<-function(knapsack, Data)
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{
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W<-dim(knapsack$K)[1]
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itens<-c()
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col<-dim(knapsack$K)[2]
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selected_item<-knapsack$Item[W,col]
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while(selected_item!='')
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{
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selected_item<-knapsack$Item[W,col]
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if(selected_item!='')
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{
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selected_item_value<-Data[Data$item == selected_item,]
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if(-knapsack$K[W - selected_item_value$weigth,col-1]+knapsack$K[W,col]==selected_item_value$value)
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{
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W <- W - selected_item_value$weigth
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itens<-c(itens,selected_item)
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}
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col <- col - 1
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}
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}
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return(itens)
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}
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print_output<-function(Data,W)
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{
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Bounded_knapsack(Data,W)->Knap
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backtracking(Knap, Data)->Items
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output<-paste('You must carry:', paste(Items, sep = ', '), sep=' ' )
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return(output)
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}
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print_output(Full_Data, 400)
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12
Task/Knapsack-problem-0-1/R/knapsack-problem-0-1-2.r
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Task/Knapsack-problem-0-1/R/knapsack-problem-0-1-2.r
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[1] "You must carry: socks"
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[2] "You must carry: sunglasses"
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[3] "You must carry: note-case"
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[4] "You must carry: waterproof_overclothes"
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[5] "You must carry: waterproof_trousers"
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[6] "You must carry: suntan_cream"
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[7] "You must carry: banana"
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[8] "You must carry: glucose"
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[9] "You must carry: sandwich"
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[10] "You must carry: water"
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[11] "You must carry: compass"
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[12] "You must carry: map"
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