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# Instructions | ||
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In this exercise, let's try to solve a classic problem. | ||
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Bob is a thief. | ||
After months of careful planning, he finally manages to crack the security systems of a high-class apartment. | ||
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In front of him are many items, each with a value (v) and weight (w). | ||
Bob, of course, wants to maximize the total value he can get; he would gladly take all of the items if he could. | ||
However, to his horror, he realizes that the knapsack he carries with him can only hold so much weight (W). | ||
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Given a knapsack with a specific carrying capacity (W), help Bob determine the maximum value he can get from the items in the house. | ||
Note that Bob can take only one of each item. | ||
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All values given will be strictly positive. | ||
Items will be represented as a list of items. | ||
Each item will have a weight and value. | ||
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For example: | ||
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```none | ||
Items: [ | ||
{ "weight": 5, "value": 10 }, | ||
{ "weight": 4, "value": 40 }, | ||
{ "weight": 6, "value": 30 }, | ||
{ "weight": 4, "value": 50 } | ||
] | ||
Knapsack Limit: 10 | ||
``` | ||
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For the above, the first item has weight 5 and value 10, the second item has weight 4 and value 40, and so on. | ||
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In this example, Bob should take the second and fourth item to maximize his value, which, in this case, is 90. | ||
He cannot get more than 90 as his knapsack has a weight limit of 10. |
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{ | ||
"authors": ["ryanplusplus"], | ||
"files": { | ||
"solution": [ | ||
"knapsack.c", | ||
"knapsack.h" | ||
], | ||
"test": [ | ||
"test_knapsack.c" | ||
], | ||
"example": [ | ||
".meta/example.c", | ||
".meta/example.h" | ||
] | ||
}, | ||
"blurb": "Given a knapsack that can only carry a certain weight, determine which items to put in the knapsack in order to maximize their combined value.", | ||
"source": "Wikipedia", | ||
"source_url": "https://en.wikipedia.org/wiki/Knapsack_problem" | ||
} |
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#include <string.h> | ||
#include "knapsack.h" | ||
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unsigned int maximum_value(unsigned int maximum_weight, item_t *items, | ||
size_t item_count) | ||
{ | ||
unsigned int table[item_count + 1][maximum_weight + 1]; | ||
memset(table, 0, sizeof(table)); | ||
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for (size_t i = 0; i < item_count; i++) { | ||
for (unsigned int capacity = 1; capacity <= maximum_weight; capacity++) { | ||
unsigned int weight = items[i].weight; | ||
unsigned int value = items[i].value; | ||
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if (weight > capacity) { | ||
table[i + 1][capacity] = table[i][capacity]; | ||
} else if (table[i][capacity] <= value + table[i][capacity - weight]) { | ||
table[i + 1][capacity] = value + table[i][capacity - weight]; | ||
} else { | ||
table[i + 1][capacity] = table[i][capacity]; | ||
} | ||
} | ||
} | ||
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unsigned int result = table[item_count][maximum_weight]; | ||
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return result; | ||
} |
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#ifndef KNAPSACK_H | ||
#define KNAPSACK_H | ||
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#include <stddef.h> | ||
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typedef struct { | ||
unsigned int weight; | ||
unsigned int value; | ||
} item_t; | ||
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unsigned int maximum_value(unsigned int maximum_weight, item_t *items, | ||
size_t item_count); | ||
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#endif |
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# This is an auto-generated file. | ||
# | ||
# Regenerating this file via `configlet sync` will: | ||
# - Recreate every `description` key/value pair | ||
# - Recreate every `reimplements` key/value pair, where they exist in problem-specifications | ||
# - Remove any `include = true` key/value pair (an omitted `include` key implies inclusion) | ||
# - Preserve any other key/value pair | ||
# | ||
# As user-added comments (using the # character) will be removed when this file | ||
# is regenerated, comments can be added via a `comment` key. | ||
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[a4d7d2f0-ad8a-460c-86f3-88ba709d41a7] | ||
description = "no items" | ||
include = false | ||
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[3993a824-c20e-493d-b3c9-ee8a7753ee59] | ||
description = "no items" | ||
reimplements = "a4d7d2f0-ad8a-460c-86f3-88ba709d41a7" | ||
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[1d39e98c-6249-4a8b-912f-87cb12e506b0] | ||
description = "one item, too heavy" | ||
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[833ea310-6323-44f2-9d27-a278740ffbd8] | ||
description = "five items (cannot be greedy by weight)" | ||
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[277cdc52-f835-4c7d-872b-bff17bab2456] | ||
description = "five items (cannot be greedy by value)" | ||
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[81d8e679-442b-4f7a-8a59-7278083916c9] | ||
description = "example knapsack" | ||
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[f23a2449-d67c-4c26-bf3e-cde020f27ecc] | ||
description = "8 items" | ||
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[7c682ae9-c385-4241-a197-d2fa02c81a11] | ||
description = "15 items" |
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#include "knapsack.h" |
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#ifndef KNAPSACK_H | ||
#define KNAPSACK_H | ||
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typedef struct { | ||
unsigned int weight; | ||
unsigned int value; | ||
} item_t; | ||
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#endif |
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### If you wish to use extra libraries (math.h for instance), | ||
### add their flags here (-lm in our case) in the "LIBS" variable. | ||
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LIBS = -lm | ||
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### | ||
CFLAGS = -std=c99 | ||
CFLAGS += -g | ||
CFLAGS += -Wall | ||
CFLAGS += -Wextra | ||
CFLAGS += -pedantic | ||
CFLAGS += -Werror | ||
CFLAGS += -Wmissing-declarations | ||
CFLAGS += -DUNITY_SUPPORT_64 -DUNITY_OUTPUT_COLOR | ||
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ASANFLAGS = -fsanitize=address | ||
ASANFLAGS += -fno-common | ||
ASANFLAGS += -fno-omit-frame-pointer | ||
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.PHONY: test | ||
test: tests.out | ||
@./tests.out | ||
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.PHONY: memcheck | ||
memcheck: ./*.c ./*.h | ||
@echo Compiling $@ | ||
@$(CC) $(ASANFLAGS) $(CFLAGS) test-framework/unity.c ./*.c -o memcheck.out $(LIBS) | ||
@./memcheck.out | ||
@echo "Memory check passed" | ||
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.PHONY: clean | ||
clean: | ||
rm -rf *.o *.out *.out.dSYM | ||
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tests.out: ./*.c ./*.h | ||
@echo Compiling $@ | ||
@$(CC) $(CFLAGS) test-framework/unity.c ./*.c -o tests.out $(LIBS) |
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