items = [("A", 2, 3), ("B", 3, 4), ("C", 4, 5), ("D", 5, 8), ("E", 9, 10)] capacity = 10 dp = [[0] * (capacity + 1) for _ in range(len(items) + 1)] for i, (_, weight, value) in enumerate(items, 1): for c in range(capacity + 1): dp[i][c] = dp[i - 1][c] if weight <= c: dp[i][c] = max(dp[i][c], dp[i - 1][c - weight] + value) c, chosen = capacity, [] for i in range(len(items), 0, -1): if dp[i][c] != dp[i - 1][c]: name, weight, _ = items[i - 1] chosen.append(name) c -= weight chosen.reverse() weight = sum(w for name, w, _ in items if name in chosen) assert weight <= capacity result = {"items": chosen, "weight": weight, "value": dp[-1][capacity]} import json print(json.dumps(result, ensure_ascii=False, sort_keys=True))